-
Notifications
You must be signed in to change notification settings - Fork 0
/
publications.html
2487 lines (2429 loc) · 169 KB
/
publications.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Publications - PolyU NLP</title>
<link rel="stylesheet" href="style.css">
<link rel="icon" type="image/png" href="polyu.png">
</head>
<body>
<header>
<div class="header-content">
<img src="logo1.png" alt="PolyU NLP" class="logo">
<nav class="main-nav">
<ul>
<li><a href="home">Home</a></li>
<li><a href="publications" class="active">Publications</a></li>
<li><a href="projects">Projects</a></li>
<li><a href="people">People</a></li>
<li><a href="alumni">Alumni</a></li>
</ul>
</nav>
</div>
</header>
<section class="welcome-banner">
<h2>Publications</h2>
</section>
<div class="content">
<div class="publications">
<h2>2024</h2>
<!-- <div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>title</b></span>
</div>
<p><em>author</em></p>
<p>pub</p>
<p>[<a href="link_to_arxiv" class="publication-link">link</a>]</p>
</div> -->
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG scenario</b></span>
</div>
<p><em>Feiteng Mu, Yong Jiang, Liwen Zhang, Liuchu, <b>Wenjie Li</b>, Pengjun Xie, Fei Huang.</em></p>
<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Enhancing Tool Retrieval with Iterative Feedback from Large Language Models</b></span>
</div>
<p><em>Qiancheng Xu, Yongqi Li, Heming Xia, <b>Wenjie Li</b>.</em></p>
<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>ICON: Improving Inter-Report consistency of Radiology Report Generation via Lesion-aware Mix-up Augmentation</b></span>
</div>
<p><em>Wenjun Hou, Yi Cheng, Kaishuai Xu, Yan Hu, <b>Wenjie Li</b>, Jiang Liu.</em></p>
<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Exploration-based Error Correction Learning for Embodied Agents</b></span>
</div>
<p><em>Hanlin Wang, Chak Tou Leong, Jian Wang, <b>Wenjie Li</b>.</em></p>
<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>SCREEN: A Benchmark for Situated Conversational Recommendation</b></span>
</div>
<p><em>Dongding Lin, Jian Wang, Chak Tou Leong, <b>Wenjie Li</b>.</em></p>
<p>Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback</b></span>
</div>
<p><em>Jiashuo Wang, Chunpu Xu, Chak Tou Leong, <b>Wenjie Li</b>, Jing Li.</em></p>
<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Instruct once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue</b></span>
</div>
<p><em>Jian Wang, Chak Tou Leong, Jiashuo Wang, Dongding Lin, <b>Wenjie Li</b>, Xiaoyong Wei.</em></p>
<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning</b></span>
</div>
<p><em>Feiteng Mu, <b>Wenjie Li</b>.</em></p>
<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>A Causal Approach for Counterfactual Reasoning in Narratives</b></span>
</div>
<p><em>Feiteng Mu, <b>Wenjie Li</b>.</em></p>
<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment</b></span>
</div>
<p><em>Kaishuai Xu, Yi Cheng, Wenjun Hou, Qiaoyu Tan, <b>Wenjie Li</b>.</em></p>
<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization</b></span>
</div>
<p><em>Shichao Sun, Ruifeng Yuan, Ziqiang Cao, <b>Wenjie Li</b>, Pengfei Liu.</em></p>
<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding</b></span>
</div>
<p><em>Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, <b>Wenjie Li</b>, Zhifang Sui.</em></p>
<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>The Critique of Critique</b></span>
</div>
<p><em>Shichao Sun, Junlong Li, Weizhe Yuan, Ruifeng Yuan, <b>Wenjie Li</b>, Pengfei Liu.</em></p>
<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Distillation Enhanced Generative Retrieval</b></span>
</div>
<p><em>Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, <b>Wenjie Li</b>, Tat-Seng Chua.</em></p>
<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond</b></span>
</div>
<p><em>Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, <b>Wenjie Li</b>, Tat-Seng Chua.</em></p>
<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Contrastive Preference Learning for Neural Machine Translation</b></span>
</div>
<p><em>He J.F., Sun S.C., Peng S, Xu J. Jia X.H. and <b>Li W.J.</b></em></p>
<p>Findings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL’2024) Mexico City, Mexico, June 16-21, 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Learning to Rank in Generative Retrieval</b></span>
</div>
<p><em>Li Y.Q., Yang N., Wang L., Wei F.R. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI’2024), Vancouver, Canada, February 20-27, 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Cooper: Coordinating Specialized Agents towards A Complex Dialogue Goal</b></span>
</div>
<p><em>Cheng Y., Liu W.G., Wang J., Leong C.T., Ouyang Y., <b>Li W.J.</b>, Wu X. and Zheng Y.F.</em></p>
<p>Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI’2024), Vancouver, Canada, February 20-27, 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Enhancing Narrative Commonsense Reasoning with Multi-Level Causal Knowledge</b></span>
</div>
<p><em>Mu F.T. and <b>Li W.J.</b></em></p>
<p>IEEE Transactions on Neural Networks and Learning Systems (TNNLS), March 20, 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Target-constrained Bidirectional Planning for Goal-driven Dialogue Generation</b></span>
</div>
<p><em>Wang J., Lin D.D. and <b>Li W.J.</b></em></p>
<p>ACM Transactions on Information Systems (TOIS), March 7, 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Dialogue Acts Enhanced Extract-Abstract Framework for Meeting Summarization</b></span>
</div>
<p><em>Sun S.C., Yuan R.F., <b>Li W.J.</b>, Cao Z.Q. and Li S.J.</em></p>
<p>Information Processing and Management, 61(3), No. 103635, May, 2024.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Alignment Efficient Image-Sentence Retrieval Considering Transferable Cross-Modal Representation Learning</b></span>
</div>
<p><em>Yang Y., Li G.Y., Li L.Y., <b>Li W.J.</b> and Yang J.</em></p>
<p>Frontiers of Computer Science, 18(1), No. 181335, 2024.</p>
</div>
</div>
<div class="publications">
<h2>2023</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Detoxifying Language Models by Reversing Toxification</b></span>
</div>
<p><em>Leong C.T., Cheng Y., Wang J.S., Wang J. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp4433-4449.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Target-oriented Proactive Dialogue with Personalization: Problem Formulation and Dataset Curation</b></span>
</div>
<p><em>Wang J., Cheng Y., Lin D.D., Leong C.T. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp1132-1143.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>VIBE: Topic-Driven Temporal Adaptation for Twitter Classification</b></span>
</div>
<p><em>Zhang Y.J., Li J. and <b>Li W.J.</b>, Li S.J., Zhou X.J., Yang Y., and Zhang J.</em></p>
<p>Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp3340-3354.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning</b></span>
</div>
<p><em>Hou W.J., Cheng Y., Xu K.S., <b>Li W.J.</b> and Liu J.</em></p>
<p>Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp2134-2147.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Data Selection Curriculum for Abstractive Text Summarization</b></span>
</div>
<p><em>Sun S.C., Yuan R.F., He J.F., <b>Li W.J.</b> and Jia X.H.</em></p>
<p>Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp7990-7995.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>KBioXLM: A Knowledge-Anchored Biomedical Multilingual Pretrained Model</b></span>
</div>
<p><em>Geng L., Yan X., Cao Z.Q., Li J.T., <b>Li W.J.</b>, Li S.J., Zhou X.J., Yang Y., and Zhang J.</em></p>
<p>Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp11239-11250.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Align Language Models with Human Preferences via a Bayesian Approach</b></span>
</div>
<p><em>Wang J.S., Wang H.Z., Sun S.C. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS’2023), December 10-16, 2023, Louisiana, USA, pp1-20.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Multiview Identifiers Enhanced Generative Retrieval</b></span>
</div>
<p><em>Li Y.Q., Yang N., Wang L., <b>Li W.J.</b>, and Wei F.R.</em></p>
<p>Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp6636-6648.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning</b></span>
</div>
<p><em>Hou W.J., Xu K.S., Cheng Y., <b>Li W.J.</b>, Tom K. and Liu J.</em></p>
<p>Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp8108-8122.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Enhancing Event Causality Identification with Counterfactual Reasoning</b></span>
</div>
<p><em>Mu F.T. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp967-975.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Dialogue Generation</b></span>
</div>
<p><em>Wang J., Lin D.D. and <b>Li W.J.</b></em></p>
<p>Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp370-387.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Data Extractive Summarization</b></span>
</div>
<p><em>Yuan R.F., Sun S.C., Wang Z.L., Cao Z.Q. and <b>Li W.J.</b></em></p>
<p>Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp7575-7586.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Medical Dialogue Generation via Dual Flow Modeling</b></span>
</div>
<p><em>Xu K.S., Hou W.J., Cheng Y., Wang J. and <b>Li W.J.</b></em></p>
<p>Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp6771-6784.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization</b></span>
</div>
<p><em>Sun S.C., Yuan R.F., <b>Li W.J.</b> and Li S.J.</em></p>
<p>Proceedings of the 48th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP’2023), Greek island of Rhodes, Greece June 4-10, 2023.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Preserve Context Information through Interpretability for Extract-Generate Long-Input Summarization Framework</b></span>
</div>
<p><em>Yuan R.F., Wang Z.L., Cao Z.Q. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI’2023), Washington, DC, USA, February 7-14, 2023, pp13932-13939.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>COLA: Improving Conversational Recommender Systems by Collaborative Augmentation</b></span>
</div>
<p><em>Lin D.D., Wang J. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI’2023), Washington, DC, USA, February 7-14, 2023, pp4462-4470.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>A Target-driven Planning Approach for Goal-oriented Dialogue Systems</b></span>
</div>
<p><em>Wang J., Lin D.D. and <b>Li W.J.</b></em></p>
<p>IEEE Transactions on Neural Networks and Learning Systems, January, 2023.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation</b></span>
</div>
<p><em>Yang Y., Zhang C.B., Song X., Dong Z., Zhu H.S., <b>Li W.J.</b>, and Yang J.</em></p>
<p>ACM Transactions on Information Systems (TOIS), 42(2), No. 33, September, 2023.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Generative Retrieval for Conversational Question Answering</b></span>
</div>
<p><em>Li Y.Q., Yang N., Wang L., Wei F.R. and <b>Li W.J.</b></em></p>
<p>Information Processing and Management, 60(5), No. 103475, September, 2023.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Geo-Tile2Vec: A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics</b></span>
</div>
<p><em>Luo Y., Leong C.T., Jiao S.H., Chung F.L., <b>Li W.J.</b> and Liu G.P.</em></p>
<p>ACM Transactions on Spatial Algorithms and Systems, 9(2) No. 10, April 2023.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>Empirical Analysis of Beam Search Curse and Search Errors with Model Errors in Neural Machine Translation</b></span>
</div>
<p><em>He J.F., Sun S.C., <b>Li W.J.</b> and Jia X.H.</em></p>
<p>Proceedings of the 24th Annual Conference of the European Association for Machine Translation (EAMT’2023), Tampere, Finland, June 12-15 2023.</p>
</div>
<!-- Add more publication items here -->
</div>
<div class="publications">
<h2>2022</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Few-shot Query-Focused Summarization with Prefix-Merging</b></span>
</div>
<p><em>Yuan R.F., Wang Z.L., Cao Z.Q. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’2022), December 7-11, 2022, pp3704-3714, pp3704-3714.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning</b></span>
</div>
<p><em>Cheng Y., Liu W.G., Wang J.S. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’2022), December 7-11, 2022, pp3014-3026.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation</b></span>
</div>
<p><em>Wang J.S., Lin P.Q., Mu F.T. and <b>Li W.J.</b></em></p>
<p>Findings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’2022), December 7-11, 2022, pp729-741.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Addressing Token Uniformity in Transformers via Singular Value Transformation</b></span>
</div>
<p><em>Yan H.Q., Gui L., <b>Li W.J.</b> and He Y.L.</em></p>
<p>Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, Eindhoven, Netherlands (UAI’2022), August 1-5, 2022, PMLR 180:2181-2191.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning</b></span>
</div>
<p><em>Mu F.T. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI’22), Vienna, Austria, July 23-29, 2022, pp4310-4316.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics</b></span>
</div>
<p><em>Liu W.G., Cheng Y., Wang H., Tang J.H., Liu Y.F, Zhao R.H., <b>Li W.J.</b>, Zheng Y.F., Liang X.D.</em></p>
<p>Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI’22), Vienna, Austria, July 23-29, 2022, pp4266-4272.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>MMCoQA: Conversational Question Answering over Text, Tables, and Images</b></span>
</div>
<p><em>Li Y.Q. <b>Li W.J.</b> and Nie L.Q.</em></p>
<p>Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL’2022), Dublin, May 22-27 2022, pp4220-4231.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Mutually Reinforced Network Embedding: An Integrated Approach to Research Paper Recommendation</b></span>
</div>
<p><em>Mei X., Cai X.Y., Xu S., <b>Li W.J.</b>, Pan S.R. and Yang L.B.</em></p>
<p>Expert Systems with Applications, 204, No. 117616, October 2022.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Dynamic Graph Reasoning for Conversational Open-domain Question Answering</b></span>
</div>
<p><em>Li Y.Q., <b>Li W.J.</b>, Nie L.Q.</em></p>
<p>ACM Transactions on Information Systems, 40(4), No. 821, October 2022.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Multi-Probe Attention Neural Network for COVID-19 Semantic Indexing</b></span>
</div>
<p><em>Gu J.H., Xiang R., Wang X., Li J., <b>Li W.J.</b>, Qian L.H., Zhou G.D. and Huang C.R.</em></p>
<p>23(1), No. 259, BMC Bioinformatics, June, 2022.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Social Attentive Deep Q-networks for Recommender Systems</b></span>
</div>
<p><em>Lei Y, Wang Z.T., <b>Li W.J.</b>, Pei H.B. and Dai Q.Y.</em></p>
<p>IEEE Transactions on Knowledge and Data Engineering, 34(5): 2443-2457, May 2022.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Joint Learning of User Representation with Diffusion Sequence and Network Structure</b></span>
</div>
<p><em>Wang Z.T., Chen C.Y. and <b>Li W.J.</b></em></p>
<p>IEEE Transactions on Knowledge and Data Engineering, 34(3):1275-1287, March 2022.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Hierarchical Prediction and Adversarial Learning for Conditional Response Generation</b></span>
</div>
<p><em>Li Y.R., Zhang R.X., Cao Z.Q. and <b>Li W.J.</b></em></p>
<p>IEEE Transactions on Knowledge and Data Engineering, 34(1):314-327, January, 2022.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation</b></span>
</div>
<p><em>Liu W.G., Cheng Y., Tang J.H, <b>Li W.J.</b>, Zheng Y.F., Liang X.D.</em></p>
<p>Proceedings of the 11th International Conference on Natural Language Processing and Chinese Computing (NLPCC’2022), September 24-25, 2022, pp447-459.</p>
</div>
</div>
<div class="publications">
<h2>2021</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Event Graph based Sentence Fusion</b></span>
</div>
<p><em>Yuan R.F., Wang Z.L. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP’2021), Punta Cana, Dominican Republic, November 7-11, 2021, pp4075-4084.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Effect Generation based on Causal Reasoning</b></span>
</div>
<p><em>Mu F.T., <b>Li W.J.</b> and Xie Z.P.</em></p>
<p>Findings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP’2021), Punta Cana, Dominican Republic, November 7-11, 2021, pp527-533.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Template-guided Clarifying Question Generation for Web Search Clarification</b></span>
</div>
<p><em>Wang J. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM’2021), November 1-5, 2021, pp3468-347.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Graph-Structured Context Understanding for Knowledge-grounded Response Generation</b></span>
</div>
<p><em>Li Y.R., <b>Li W.J.</b> and Wang Z.T.</em></p>
<p>Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2021), July 11-15, 2021, pp1930-1934.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality</b></span>
</div>
<p><em>Wang J.S., Lin P.Q., Mu F.T. and <b>Li W.J.</b></em></p>
<p>Knowledge-based Systems, 233(5), 107547, December, 2021.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Hierarchical Attention Link Prediction Neural Network</b></span>
</div>
<p><em>Wang Z.T. and <b>Li W.J.</b></em></p>
<p>Knowledge-based Systems, 232(28), 107431, November 2021.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Lexical Data Augmentation for Sentiment Analysis</b></span>
</div>
<p><em>Xiang R., Chersoni E., Lu Q., Huang C.R., <b>Li W.J.</b> and Long, Y.F.</em></p>
<p>Journal of the Association for Information Science and Technology, 72(11):1432-1447, November 2021.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Neighborhood Attention Networks with Adversarial Learning for Link Prediction</b></span>
</div>
<p><em>Wang Z.T., Lei Y. and <b>Li W.J.</b></em></p>
<p>IEEE Transactions on Neural Network and Learning Systems, 32(8):3653-3663, August 2021.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Affective Awareness in Neural Sentiment Analysis</b></span>
</div>
<p><em>Xiang R., Li J., Wan M.Y. Gu J.H., Lu Q., <b>Li W.J.</b> and Huang C.R.</em></p>
<p>Knowledge-based Systems, 226(17), 107137, August 2021.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Learning Graph Representation with Generative Adversarial Nets</b></span>
</div>
<p><em>Wang H.W., Wang J.L., Wang J., Zhao M., Zhang W.N., Zhang F.Z., <b>Li W.J.</b>, Xie X. and Guo M.Y.</em></p>
<p>IEEE Transactions on Knowledge and Data Engineering, 33(8):3090-3103, August 2021.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>Target-guided Knowledge-aware Recommendation Dialogue System: An Empirical Investigation</b></span>
</div>
<p><em>Lin D.D, Wang J., and <b>Li W.J.</b></em></p>
<p>Proceedings of RECSYS 2021 Workshop on Knowledge-aware and Conversational Recommender System</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP)</b></span>
</div>
<p><em>Xiang R., Gu J.H., Chersoni E., <b>Li W.J.</b>, Lu Q. and Huang C.R.</em></p>
<p>Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval’2021), August 5-6, 2021.</p>
</div>
</div>
<div class="publications">
<h2>2020</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT</b></span>
</div>
<p><em>Yuan R.F., Wang Z.L. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 28th International Conference on Computational Linguistics (COLING’2020), Barcelona, Spain, December 8-11, 2020, pp5629-5639.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Reinforcement Learning based Recommendation with Graph Convolutional Q-network</b></span>
</div>
<p><em>Lei Y., Pei H.B., Yan H.Q. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2020), July 25-30, 2020, Xi'an, China, pp1757-1760.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Tracking Dynamics of Opinion Behaviors with Content-based Sequential Opinion Influence Model</b></span>
</div>
<p><em>Chen C.Y., Wang Z.T. and <b>Li W.J.</b></em></p>
<p>IEEE Transactions on Affective Computing, 11(4):627-639, October 2020.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Visual-Textual Emotion Analysis with Deep Coupled Video and Danmu Neural Networks</b></span>
</div>
<p><em>Li C.C., Wang H.W., Zhao M., <b>Li W.J.</b> and Deng X.T.</em></p>
<p>IEEE Transactions on Multimedia, 22(6):1634-1646, June 2020.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Joint Model of Entity Recognition and Relation Extraction with Self-attention Mechanism</b></span>
</div>
<p><em>Liu M.F., Zhang Y.K., <b>Li W.J.</b>, and Ji D.H.</em></p>
<p>ACM Transactions on Asian Language Information Processing, 19(4), No. 59, May 2020.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>POLYU at TREC 2020 Conversational Assistant Track: Query Reformulation with Heuristic Topic Phrases Discovery</b></span>
</div>
<p><em>Xu K.S., Li Y.Q. and <b>Li W.J.</b></em></p>
<p>Proceedings of TREC’2020.</p>
</div>
</div>
<div class="publications">
<h2>2019</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Neighborhood Interaction Attention Network for Link Prediction</b></span>
</div>
<p><em>Wang Z.T., Lei Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM’2019), Beijing, China, November 3-7, 2019, pp2153-2156.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Hierarchical Diffusion Attention Network</b></span>
</div>
<p><em>Wang Z.T and <b>Li W.J.</b></em></p>
<p>Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI’2019), Macao, China, August 10-16, 2019, pp3828-3834.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization</b></span>
</div>
<p><em>Wang H.W., Zhang F.Z., Zhang M.D., Leskovec J., Zhao M., <b>Li W.J.</b> and Wang Z.Y.</em></p>
<p>Proceedings of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’2019), Alaska, USA, August 4-8, 2019, pp968-977.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Jointly Learning Semantic Parser and Generator via Dual Information Maximization</b></span>
</div>
<p><em>Ye H., <b>Li W.J.</b> and Wang L.</em></p>
<p>Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL’2019), Florence, Italy, July 28-August 2, 2019, pp2090-2101.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Social Attentive Deep Q-network for Recommendation</b></span>
</div>
<p><em>Lei Y., Wang Z.T., <b>Li W.J.</b> and Pei H.B.</em></p>
<p>Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2019), Paris, France, July 21-25, 2019, pp1189-1192.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation</b></span>
</div>
<p><em>Wang H.W., Zhang F.Z., Zhao M., <b>Li W.J.</b>, Xie X. and Guo M.Y.</em></p>
<p>Proceedings of the Web Conference 2019 (WWW’2019), San Francisco, CA, USA, May 13-17, 2019, pp2000-2010.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Knowledge Graph Convolutional Networks for Recommender Systems</b></span>
</div>
<p><em>Wang H.W., Zhao M., Xie X., <b>Li W.J.</b> and Guo M.Y.</em></p>
<p>Proceedings of Web Conference 2019 (WWW’2019), San Francisco, CA, USA, May 13-17, 2019, pp3307-3313.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Meta-path Augmented Response Generation</b></span>
</div>
<p><em>Li Y.R. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI’2019), Hawaii, USA, January 27-February 1, 2019. (Student Abstract).</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Interactive Recommendation with User-specific Deep Reinforcement Learning</b></span>
</div>
<p><em>Lei Yu and <b>Li W.J.</b></em></p>
<p>ACM Transactions on Knowledge Discovery from Data, 13(6), No. 31, October 2019.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Information Diffusion Prediction with Network Regularized Role-based User Representation Learning</b></span>
</div>
<p><em>Wang Z.T., Chen C.Y. and <b>Li W.J.</b></em></p>
<p>ACM Transactions on Knowledge Discovery from Data, 13(3), No. 29, June, 2019.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems</b></span>
</div>
<p><em>Wang H.W., Wang, J.L., Zhao M., <b>Li W.J.</b>, Xie X and Guo M.Y.</em></p>
<p>ACM Transactions on Information Systems, 37(3), No. 32, March, 2019.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>An Evolutionary Context-aware Sequential Model for Topic Evolution of Text Stream</b></span>
</div>
<p><em>Lu Z.Y., Tan H.H. and <b>Li W.J.</b></em></p>
<p>Information Sciences, 473:166-177, January 2019.</p>
</div>
</div>
<div class="publications">
<h2>2018</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Nexus Network: Connecting the Preceding and the Following in Dialogue Generation</b></span>
</div>
<p><em>Su H., Shen X.Y., <b>Li W.J.</b>, Klakow D. and Weikum G.</em></p>
<p>Proceedings of 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP’2018), Brussels, Belgium, October 31 - November 4 2018, pp4316-4327.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Variational Autoregressive Decoder for Neural Response Generation</b></span>
</div>
<p><em>Du J.C., <b>Li W.J.</b>, He Y.L., Xu R.F., Bing L.D. and Wang X.</em></p>
<p>Proceedings of 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP’2018), Brussels, Belgium, October 31 - November 4 2018, pp3154-3163.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>A Sequential Neural Information Diffusion Model with Structure Attention</b></span>
</div>
<p><em>Wang Z.T., Chen C.Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM’2018), Turin, Italy, October 22-26, 2018, pp1795-1798.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Variational Recurrent Model for Session-based Recommendation</b></span>
</div>
<p><em>Wang Z.T., Chen C.Y., Zhang K., Lei Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM’2018), Turin, Italy, October 22-26, 2018, pp1839-1842.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems</b></span>
</div>
<p><em>Wang H.W., Zhang F.Z., Wang J.L., Zhao M., <b>Li W.J.</b>, Xie X. and Guo M.Y.</em></p>
<p>Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM’2018), Turin, Italy, October 22-26, 2018, pp417-426.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Retrieve, Rerank and Rewrite: Soft Template Neural Summarization</b></span>
</div>
<p><em>Cao Z.Q., <b>Li W.J.</b>, Li S.J. and Wei F.R.</em></p>
<p>Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL’2018), Melbourne, Australia, July 15-20, 2018, pp152-161.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Unpaired Sentiment-to-Sentiment Translation Using Cycled Reinforcement Learning</b></span>
</div>
<p><em>Xu J.J., Sun X., Zeng Q., Zhang X.D. Ren X.C., Wang H.F. and <b>Li W.J.</b></em></p>
<p>Proceedings of in Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL’2018), Melbourne, Australia, July 15-20, 2018, pp979-988.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation</b></span>
</div>
<p><em>Ma S.M., Sun X., Li W., Li S.J., <b>Li W.J.</b> and Ren X.C.</em></p>
<p>Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT’2018), Louisiana, USA, June 1-6, 2018, pp196-206.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Attention Network for Information Diffusion Prediction</b></span>
</div>
<p><em>Wang Z.T., Chen C.Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of the Web Conference (WWW’2018), Lyon, France, April 23-27, 2018, pp65-66.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Modeling Scientific Influence for Research Trending Topic Prediction</b></span>
</div>
<p><em>Chen C.Y., Wang Z.T., <b>Li W.J.</b> and Sun X.</em></p>
<p>Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’2018), New Orleans, USA, February 2-7, 2018, pp2111-2118.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Faithful to the Original: Fact Aware Neural Abstractive Summarization</b></span>
</div>
<p><em>Cao Z.Q., Wei F.R., <b>Li W.J.</b> and Li S.J.</em></p>
<p>Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’2018), New Orleans, USA, February 2-7, 2018, pp4784-4791.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation</b></span>
</div>
<p><em>Li Z., Wang H.W., Zhao M., <b>Li W.J.</b> and Guo M.Y.</em></p>
<p>Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’2018), New Orleans, USA, February 2-7, 2018, pp93-100.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Dialogue Generation with GAN</b></span>
</div>
<p><em>Su H., Shen X.Y., <b>Li W.J.</b>, Hu P.W. and Chen Y.</em></p>
<p>o appear in Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’2018), New Orleans, USA, February 2-7, 2018, pp8163-8164. (Student Abstract and Poster Program)</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation</b></span>
</div>
<p><em>Cai X.Y., <b>Li W.J.</b>, Zhang R.X., Pan S.R. and Yang L.B</em></p>
<p>IEEE Transactions on Neural Networks and Learning Systems, 29(12):6026-6037, December, 2018.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines</b></span>
</div>
<p><em>Zhao X.Z., Hou Y.X., Song D.W. and <b>Li W.J.</b></em></p>
<p>IEEE Transactions on Neural Networks and Learning Systems, 29(5):1608-1621, May, 2018.</p>
</div>
</div>
<div class="publications">
<h2>2017</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>DailyDialog: A Manually Labeled Multi-turn Dialogue Dataset</b></span>
</div>
<p><em>Li Y.R., Su H., Shen X.Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP’2017), Taiwan, November 27-December 1, 2017, pp986-995.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis</b></span>
</div>
<p><em>Chen Q., Li C.L, <b>Li W.J.</b> and He Y.X.</em></p>
<p>Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM’2017), Singapore, November 6-10, 2017, pp117-126.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Alternating Pointwise-Pairwise Learning for Personalized Item Ranking</b></span>
</div>
<p><em>Lei Y., <b>Li W.J.</b>, Lv Z.Y. and Zhao M.</em></p>
<p>Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM’2017), Singapore, November 6-10, 2017, pp2155-2158.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Modeling Opinion Influence with User Dual Identity</b></span>
</div>
<p><em>Chen C.Y., Wang Z.T. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM’2017), Singapore, November 6-10, 2017, pp2019-2022.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Neural Network based Reinforcement Learning for Real-time Pushing on Text Stream</b></span>
</div>
<p><em>Tan H.H., Lv Z.Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2017), Tokyo, Japan. August 7-11, 2017, pp913-916.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Predictive Network Representation Learning for Link Prediction</b></span>
</div>
<p><em>Wang Z.T., Chen C.Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2017), Tokyo, Japan, August 7-11, 2017, pp969-972.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Stance Classification with Target-specific Neural Attention</b></span>
</div>
<p><em>Du J.C., Xu R.F., He Y.L., Gui L. (and <b>Li W.J.</b>)</em></p>
<p>Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI’2017), Melbourne, Australia, August 19-25, 2017, pp3988-3994.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>A Conditional Variational Framework for Dialog Generation</b></span>
</div>
<p><em>Shen X.Y., Su H., Li Y.R., <b>Li W.J.</b>, Niu S.Z., Zhao Y., Aizawa A. and Long G.P.</em></p>
<p>Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL’2017), Vancouver, Canada, July 30 - August 4, 2017, pp504-509.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Improving Semantic Relevance for Chinese Social Media Text Summarization</b></span>
</div>
<p><em>Ma, S.M., Su X., Xu J.J., Wang H.F., <b>Li W.J.</b> and Su Q.</em></p>
<p>Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL’2017), Vancouver, Canada, July 30 - August 4, 2017, pp635-640.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Determining Gains Acquired from Word Embedding Quantitatively using Discrete Distribution Clustering</b></span>
</div>
<p><em>Ye J.B., Li Y.R., Wu Z.H., Wang J.Z., <b>Li W.J.</b> and Li J.</em></p>
<p>Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL’2017), Vancouver, Canada, July 30 - August 4, 2017, pp1847-1856.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Mode Regularized Generative Adversarial Networks</b></span>
</div>
<p><em>Che T., Li Y.R., Jacob A., Bengio Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of International Conference on Learning Representations (ICLR’2017), Toulon, France, April 24 - 26, 2017.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Improving Multi-Document Summarization via Text Classification</b></span>
</div>
<p><em>Cao Z.Q., <b>Li W.J.</b>, Li S.J. and Wei F.R.</em></p>
<p>Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI’2017), San Francisco, USA, February 4-9, 2017, pp3053-3059.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Joint Copying and Restricted Generation for Paraphrase</b></span>
</div>
<p><em>Cao Z.Q., <b>Li W.J.</b>, Luo C.W. and Li S.J.</em></p>
<p>Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI’2017), San Francisco, USA, February 4-9, 2017, pp3152-3158.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>A Quasi-Current Representation for Information Needs inspired by Two-State Vector Formalism</b></span>
</div>
<p><em>Wang P.P, Hou Y.X., Li J.F., Zhang Y.Z., Song D.W. <b>Li W.J.</b></em></p>
<p>Physica A: Statistical Mechanics and its Applications, 482(15):627-637, September 2017.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Social Collaborative Filtering by Trust</b></span>
</div>
<p><em>Yang B., Lei Y., Liu J.M. and <b>Li W.J.</b></em></p>
<p>IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(8):1633-1647, August, 2017.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Exploring Interpersonal Influence by Tracking User Dynamic Interaction</b></span>
</div>
<p><em>Chen C.Y., Gao D.H., <b>Li W.J.</b> and Hou Y.X.</em></p>
<p>IEEE Intelligent Systems, 32(3):28-35, May, 2017.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>Wake-Sleep Variational Autoencoders for Language Modeling</b></span>
</div>
<p><em>Su H., Shen X.Y., Li Y.R. and (<b>Li W.J.</b>)</em></p>
<p>Proceedings of the 24th International Conference On Neural Information Processing (ICONIP’2017), Guangzhou, China, November 14-18, 2017.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>A Part-of-Speech Enhanced Neural Conversation Model</b></span>
</div>
<p><em>Luo C.W., <b>Li W.J.</b>, Chen Q. and He Y.X.</em></p>
<p>Proceedings of the 39th European Conference on Information Retrieval (ECIR’2017), Scotland UK, April 8-13, 2017, pp173-185.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>Cross-lingual Sentiment Relation Capturing for Cross-lingual Sentiment Analysis</b></span>
</div>
<p><em>Chen Q., <b>Li W.J.</b>, Lei Y., Liu X.L., Luo C.W. and He Y.X.</em></p>
<p>Proceedings of the 39th European Conference on Information Retrieval (ECIR’2017), Scotland UK, April 8-13, 2017, pp54-67.</p>
</div>
</div>
<div class="publications">
<h2>2016</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>AttSum: Joint Learning of Focusing and Summarization with Neural Attention</b></span>
</div>
<p><em>Cao Z.Q., <b>Li W.J.</b>, Li S.J., Wei F.R. and Li Y.R.</em></p>
<p>Proceedings of the 26th International Conference on Computational Linguistics (COLING’2016), Osaka, Japan, December 11-16, 2016, pp547-556.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Content-based Influence Modeling for Opinion Behavior Prediction</b></span>
</div>
<p><em>Chen C.Y., Wang Z.T., Lei Y. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 26th International Conference on Computational Linguistics (COLING’2016), Osaka, Japan, December 11-16, 2016, pp2207-2216.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>TGSUM: Build Tweet Guided Multi-Document Summarization Dataset</b></span>
</div>
<p><em>Cao Z.Q., Chen C.Y., <b>Li W.J.</b>, Li S.J., Wei F.R. and Zhou M.</em></p>
<p>Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’2016), Arizona USA, February 12-17, 2016, pp 2906-2912.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Iterative Project Quasi-Newton Algorithm for Training RBM</b></span>
</div>
<p><em>Mi S., Zhao X.Z., Hou Y.X., Zhang P., <b>Li W.J.</b> and Song D.</em></p>
<p>Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’2016), Arizona USA, February 12-17, 2016, pp4236-4237.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-blog</b></span>
</div>
<p><em>Yu Z.W., Wang Z.T., Chen L.M., Guo B. and <b>Li W.J.</b></em></p>
<p>ACM Transactions on Knowledge Discovery from Data, 10(4):1-23, June, 2016.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Information Ordering with an Event-Enriched Vector Space Model for Multi-Document News Summarization</b></span>
</div>
<p><em>Zhang R.X., <b>Li W.J.</b>, Liu N.S. and Lu Q.</em></p>
<p>32(2):323-351, Computational Intelligence, May, 2016.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_journal">Journal</span><span><b>Coherent Narrative Summarization with a Cognitive Model</b></span>
</div>
<p><em>Zhang R.X., <b>Li W.J.</b>, Liu N.S. and Gao D.H.</em></p>
<p>Computer Speech and Language, 35(1):134-160, January 2016.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>PolyU at CL-SciSumm</b></span>
</div>
<p><em>Cao Z.Q., <b>Li W.J.</b> and Wu D.P.</em></p>
<p>Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL’16), Newark, USA, June 23, 2016, pp132-138.</p>
</div>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_others">Others</span><span><b>Emotion Corpus Construction Based on Selection from Hashtags</b></span>
</div>
<p><em>Li M.L., Long Y.F., Lu Q. and <b>Li W.J.</b></em></p>
<p>Proceedings of the 10th Language Resources and Evaluation Conference (LREC’16), Portorož, Slovenia, May 23-28, 2016, pp1845-1849.</p>
</div>
</div>
<div class="publications">
<h2>2015</h2>
<div class="publication-item">
<div class="publication-bullet">
<span class="tag_conference">Conference</span><span><b>Component-Enhanced Chinese Character Embeddings</b></span>
</div>