forked from harvardnlp/seq2seq-talk
-
Notifications
You must be signed in to change notification settings - Fork 0
/
career.bib
1970 lines (1716 loc) · 69 KB
/
career.bib
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
@article{groenendijk1997coreference,
title={Coreference and modality in the context of multi-speaker discourse},
author={Groenendijk, Jeroen and Stokhof, Martin and Veltman, Frank},
journal={Context Dependence in the Analysis of Linguistic Meaning},
pages={195--216},
year={1997}
}
@inproceedings{Cristea:2000:EIR:990820.990851,
author = {Cristea, Dan and Ide, Nancy and Marcu, Daniel and Tablan, Valentin},
title = {An Empirical Investigation of the Relation Between Discourse Structure and Co-reference},
booktitle = {Proceedings of the 18th Conference on Computational Linguistics - Volume 1},
series = {COLING '00},
year = {2000},
isbn = {1-55860-717-X},
location = {Saarbr\&\#252;cken, Germany},
pages = {208--214},
numpages = {7},
url = {http://dx.doi.org/10.3115/990820.990851},
doi = {10.3115/990820.990851},
acmid = {990851},
publisher = {Association for Computational Linguistics},
address = {Stroudsburg, PA, USA},
}
@article{webber2003anaphora,
title={Anaphora and discourse structure},
author={Webber, Bonnie and Stone, Matthew and Joshi, Aravind and Knott, Alistair},
journal={Computational linguistics},
volume={29},
number={4},
pages={545--587},
year={2003},
publisher={MIT Press}
}
@book{fox1993discourse,
title={Discourse structure and anaphora: written and conversational English},
author={Fox, Barbara A},
year={1993},
publisher={Cambridge University Press}
}
@article{kehler2008coherence,
title={Coherence and coreference revisited},
author={Kehler, Andrew and Kertz, Laura and Rohde, Hannah and Elman, Jeffrey L},
journal={Journal of Semantics},
volume={25},
number={1},
pages={1--44},
year={2008},
publisher={Oxford Univ Press}
}
@inproceedings{elsner2008coreference,
title={Coreference-inspired coherence modeling},
author={Elsner, Micha and Charniak, Eugene},
booktitle={Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers},
pages={41--44},
year={2008},
organization={Association for Computational Linguistics}
}
@article{kiros2015skip,
title={Skip-Thought Vectors},
author={Kiros, Ryan and Zhu, Yukun and Salakhutdinov, Ruslan and Zemel, Richard S and Torralba, Antonio and Urtasun, Raquel and Fidler, Sanja},
journal={arXiv preprint arXiv:1506.06726},
year={2015}
}
@inproceedings{prasad2008penn,
title={The Penn Discourse TreeBank 2.0.},
author={Prasad, Rashmi and Dinesh, Nikhil and Lee, Alan and Miltsakaki, Eleni and Robaldo, Livio and Joshi, Aravind K and Webber, Bonnie L},
booktitle={LREC},
year={2008},
organization={Citeseer}
}
@inproceedings{pustejovsky2005merging,
title={Merging PropBank, NomBank, TimeBank, Penn Discourse Treebank and Coreference},
author={Pustejovsky, James and Meyers, Adam and Palmer, Martha and Poesio, Massimo},
booktitle={Proceedings of the Workshop on Frontiers in Corpus Annotations II: Pie in the Sky},
pages={5--12},
year={2005},
organization={Association for Computational Linguistics}
}
@article{barzilay2008modeling,
title={Modeling local coherence: An entity-based approach},
author={Barzilay, Regina and Lapata, Mirella},
journal={Computational Linguistics},
volume={34},
number={1},
pages={1--34},
year={2008},
publisher={MIT Press}
}
@article{calude2008clefting,
title={Clefting and extraposition in English},
author={Calude, Andreea S},
year={2008},
journal={ICAME - Internation Computer Archive of Modern and Medieval English Journal},
volume={32},
pages={7--33},
publisher={Citeseer}
}
@article{li2009identification,
title={Identification of pleonastic it using the web},
author={Li, Yifan and Musilek, Petr and Reformat, Marek and Wyard-Scott, Loren},
journal={Journal of Artificial Intelligence Research},
pages={339--389},
year={2009}
}
@article{paice1987towards,
title={Towards the automatic recognition of anaphoric features in English text: the impersonal pronoun “it”},
author={Paice, Chris D and Husk, Gareth D},
journal={Computer Speech \& Language},
volume={2},
number={2},
pages={109--132},
year={1987},
publisher={Elsevier}
}
@article{kehler2013probabilistic,
title={A probabilistic reconciliation of coherence-driven and centering-driven theories of pronoun interpretation},
author={Kehler, Andrew and Rohde, Hannah},
journal={Theoretical Linguistics},
volume={39},
number={1-2},
pages={1--37},
year={2013}
}
@book{quirk1985comprehensive,
title={A comprehensive grammar of the English language},
author={Quirk, Randolph and Greenbaum, Sidney and Leech, Geoffrey and Svartvik Jan},
year={1985},
publisher={New York: Longman},
}
@article{hobbs1979coherence,
title={Coherence and coreference},
author={Hobbs, Jerry R},
journal={Cognitive science},
volume={3},
number={1},
pages={67--90},
year={1979},
publisher={Elsevier}
}
@article{grosz1986attention,
title={Attention, intentions, and the structure of discourse},
author={Grosz, Barbara J and Sidner, Candace L},
journal={Computational linguistics},
volume={12},
number={3},
pages={175--204},
year={1986},
publisher={MIT Press}
}
@article{soon2001machine,
title={A {Machine} {Learning} {Approach} to {Coreference} {Resolution} of {Noun} {Phrases}},
author={Soon, Wee Meng and Ng, Hwee Tou and Lim, Daniel Chung Yong},
journal={Computational Linguistics},
volume={27},
number={4},
pages={521--544},
year={2001},
publisher={MIT Press}
}
@inproceedings{conll11,
title={Conll-2011 shared task: Modeling unrestricted coreference in ontonotes},
author={Pradhan, Sameer and Ramshaw, Lance and Marcus, Mitchell and Palmer, Martha and Weischedel, Ralph and Xue, Nianwen},
booktitle={Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task},
pages={1--27},
year={2011},
organization={Association for Computational Linguistics}
}
@inproceedings{conll12,
title={CoNLL-2012 {Shared} {Task}: {Modeling} {Multilingual} {Unrestricted} {Coreference} in {OntoNotes}},
author={Pradhan, Sameer and Moschitti, Alessandro and Xue, Nianwen and Uryupina, Olga and Zhang, Yuchen},
booktitle={Joint Conference on EMNLP and CoNLL-Shared Task},
pages={1--40},
year={2012},
organization={Association for Computational Linguistics}
}
@inproceedings{lee2011stanford,
title={Stanford's multi-pass sieve coreference resolution system at the CoNLL-2011 shared task},
author={Lee, Heeyoung and Peirsman, Yves and Chang, Angel and Chambers, Nathanael and Surdeanu, Mihai and Jurafsky, Dan},
booktitle={Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task},
pages={28--34},
year={2011},
organization={Association for Computational Linguistics}
}
@inproceedings{fernandes2012latent,
title={Latent {Structure} {Perceptron} with {Feature} {Induction} for {Unrestricted} {Coreference} {Resolution}},
author={Fernandes, Eraldo Rezende and Dos Santos, C{\'\i}cero Nogueira and Milidi{\'u}, Ruy Luiz},
booktitle={Joint Conference on EMNLP and CoNLL-Shared Task},
pages={41--48},
year={2012},
organization={Association for Computational Linguistics}
}
@inproceedings{BandF:12,
title={Data-driven {M}ultilingual {C}oreference {R}esolution using {R}esolver {S}tacking},
author={Bj{\"o}rkelund, Anders and Farkas, Rich{\'a}rd},
booktitle={Joint Conference on EMNLP and CoNLL-Shared Task},
pages={49--55},
year={2012},
organization={Association for Computational Linguistics}
}
@inproceedings{DandK:13,
title={Easy {Victories} and {Uphill} {Battles} in {Coreference} {Resolution}.},
author={Durrett, Greg and Klein, Dan},
booktitle={Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing},
pages={1971--1982},
year={2013}
}
@article{BandK:14,
title={Learning structured perceptrons for coreference {R}esolution with {L}atent {A}ntecedents and {N}on-local {F}eatures},
author={Bj{\"o}rkelund, Anders and Kuhn, Jonas},
journal={ACL, Baltimore, MD, USA, June},
year={2014}
}
@inproceedings{wiseman15learning,
author = {Sam Wiseman and
Alexander M. Rush and
Stuart M. Shieber and
Jason Weston},
title = {Learning Anaphoricity and Antecedent Ranking Features for Coreference
Resolution},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {1416--1426},
year = {2015},
crossref = {DBLP:conf/acl/2015-1},
url = {http://aclweb.org/anthology/P/P15/P15-1137.pdf},
timestamp = {Sun, 02 Aug 2015 19:26:07 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/acl/WisemanRSW15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{grosz1995centering,
title={Centering: A framework for modeling the local coherence of discourse},
author={Grosz, Barbara J and Weinstein, Scott and Joshi, Aravind K},
journal={Computational linguistics},
volume={21},
number={2},
pages={203--225},
year={1995},
publisher={MIT Press}
}
@inproceedings{kruszewski2015so,
author = {Germ{\'{a}}n Kruszewski and
Marco Baroni},
title = {So similar and yet incompatible: Toward the automated identification
of semantically compatible words},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {964--969},
year = {2015},
crossref = {DBLP:conf/naacl/2015},
url = {http://aclweb.org/anthology/N/N15/N15-1097.pdf},
timestamp = {Sat, 11 Jul 2015 19:35:08 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/naacl/KruszewskiB15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{word2vec,
title={Distributed representations of words and phrases and their compositionality},
author={Mikolov, Tomas and Sutskever, Ilya and Chen, Kai and Corrado, Greg S and Dean, Jeff},
booktitle={Advances in neural information processing systems},
pages={3111--3119},
year={2013}
}
@inproceedings{ng2002identifying,
title={Identifying {Anaphoric} and {Non-anaphoric} {Noun} {Phrases} to {Improve} {Coreference} {Resolution}},
author={Ng, Vincent and Cardie, Claire},
booktitle={Proceedings of the 19th international conference on Computational linguistics-Volume 1},
pages={1--7},
year={2002},
organization={Association for Computational Linguistics}
}
@inproceedings{DandB:08,
title={Specialized {Models} and {Ranking} for {Coreference} {Resolution}},
author={Denis, Pascal and Baldridge, Jason},
booktitle={Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
pages={660--669},
year={2008},
organization={Association for Computational Linguistics}
}
@inproceedings{haghighi2010coreference,
title={Coreference {Resolution} in a {Modular}, {Entity-centered} {Model}},
author={Haghighi, Aria and Klein, Dan},
booktitle={The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics},
pages={385--393},
year={2010},
organization={Association for Computational Linguistics}
}
@inproceedings{mckeown2013aggregated,
title={Aggregated word pair features for implicit discourse relation disambiguation},
author={McKeown, Kathleen and Biran, Or},
booktitle={Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics},
pages={69--73},
year={2013},
organization={The Association for Computational Linguistics}
}
@article{ji2015one,
author = {Yangfeng Ji and
Jacob Eisenstein},
title = {One Vector is Not Enough: Entity-Augmented Distributed Semantics for
Discourse Relations},
journal = {{TACL}},
volume = {3},
pages = {329--344},
year = {2015},
url = {https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/536},
timestamp = {Wed, 17 Jun 2015 17:21:01 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/tacl/JiE15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{weston2014memory,
author = {Jason Weston and
Sumit Chopra and
Antoine Bordes},
title = {Memory Networks},
booktitle={Proceedings of ICLR},
year={2015}
}
@article{weston2015towards,
title={Towards AI-complete question answering: a set of prerequisite toy tasks},
author={Weston, Jason and Bordes, Antoine and Chopra, Sumit and Mikolov, Tomas and Rush, Alexander M.},
journal={arXiv preprint arXiv:1502.05698},
year={2015}
}
@article{graves2014neural,
author = {Alex Graves and
Greg Wayne and
Ivo Danihelka},
title = {Neural Turing Machines},
journal = {CoRR},
volume = {abs/1410.5401},
year = {2014},
url = {http://arxiv.org/abs/1410.5401},
timestamp = {Sun, 02 Nov 2014 11:25:59 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/GravesWD14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{collobertetal,
title={Natural {Language} {Processing} (almost) from {Scratch}},
author={Collobert, Ronan and Weston, Jason and Bottou, L{\'e}on and Karlen, Michael and Kavukcuoglu, Koray and Kuksa, Pavel},
journal={The Journal of Machine Learning Research},
volume={12},
pages={2493--2537},
year={2011},
publisher={JMLR. org}
}
@article{DandK:14,
title={A {Joint} {Model} for {Entity} {Analysis}: {Coreference}, {Typing}, and {Linking}},
author={Durrett, Greg and Klein, Dan},
journal={Transactions of the Association for Computational Linguistics},
volume={2},
pages={477--490},
year={2014}
}
@article{bengio2007scaling,
title={Scaling {Learning} {Algorithms} towards {AI}},
author={Bengio, Yoshua and LeCun, Yann},
journal={Large-scale Kernel Machines},
volume={34},
number={5},
year={2007}
}
@book{kehler2002coherence,
title={Coherence, reference, and the theory of grammar},
author={Kehler, Andrew},
year={2002},
publisher={CSLI publications Stanford, CA}
}
@article{winograd1972understanding,
title={Understanding natural language},
author={Winograd, Terry},
journal={Cognitive psychology},
volume={3},
number={1},
pages={1--191},
year={1972},
publisher={Elsevier}
}
@article{hobbs1993interpretation,
title={Interpretation as abduction},
author={Hobbs, Jerry R and Stickel, Mark E and Appelt, Douglas E and Martin, Paul},
journal={Artificial Intelligence},
volume={63},
pages={69--142},
year={1993}
}
@article{hochreiter1997long,
title={Long short-term memory},
author={Hochreiter, Sepp and Schmidhuber, J{\"u}rgen},
journal={Neural computation},
volume={9},
number={8},
pages={1735--1780},
year={1997},
publisher={MIT Press}
}
@inproceedings{sutskever2014sequence,
title={Sequence to sequence learning with neural networks},
author={Sutskever, Ilya and Vinyals, Oriol and Le, Quoc VV},
booktitle={Advances in neural information processing systems},
pages={3104--3112},
year={2014}
}
@inproceedings{eisner2011extending,
title={Extending the entity grid with entity-specific features},
author={Eisner, Micha and Charniak, Eugene},
booktitle={Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers-Volume 2},
pages={125--129},
year={2011},
organization={Association for Computational Linguistics}
}
@inproceedings{filippova2007extending,
title={Extending the entity-grid coherence model to semantically related entities},
author={Filippova, Katja and Strube, Michael},
booktitle={Proceedings of the Eleventh European Workshop on Natural Language Generation},
pages={139--142},
year={2007},
organization={Association for Computational Linguistics}
}
@article{barzilay2004catching,
title={Catching the drift: Probabilistic content models with applications to generation and summarization},
author={Barzilay, Regina and Lee, Lillian},
journal={In proceedings of HLT-NAACL 2004},
pages={113--120},
year={2004},
publisher={Morgan Kaufman}
}
@inproceedings{louis2012coherence,
title={A coherence model based on syntactic patterns},
author={Louis, Annie and Nenkova, Ani},
booktitle={Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning},
pages={1157--1168},
year={2012},
organization={Association for Computational Linguistics}
}
@article{fung2006one,
title={One story, one flow: Hidden Markov Story Models for multilingual multidocument summarization},
author={Fung, Pascale and Ngai, Grace},
journal={ACM Transactions on Speech and Language Processing (TSLP)},
volume={3},
number={2},
pages={1--16},
year={2006},
publisher={ACM}
}
@inproceedings{li2014recursive,
title={Recursive deep models for discourse parsing},
author={Li, Jiwei and Li, Rumeng and Hovy, Eduard},
booktitle={Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
pages={2061--2069},
year={2014}
}
@inproceedings{li2014model,
title={A model of coherence based on distributed sentence representation},
author={Li, Jiwei and Hovy, Eduard},
booktitle={Proceedings of Empirical Methods in Natural Language Processing},
year={2014}
}
@article{mann1988rhetorical,
title={Rhetorical structure theory: Toward a functional theory of text organization},
author={Mann, William C and Thompson, Sandra A},
journal={Text-Interdisciplinary Journal for the Study of Discourse},
volume={8},
number={3},
pages={243--281},
year={1988}
}
@book{carlson2003building,
title={Building a discourse-tagged corpus in the framework of rhetorical structure theory},
author={Carlson, Lynn and Marcu, Daniel and Okurowski, Mary Ellen},
year={2003},
publisher={Springer}
}
@inproceedings{feng2012text,
title={Text-level discourse parsing with rich linguistic features},
author={Feng, Vanessa Wei and Hirst, Graeme},
booktitle={Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers-Volume 1},
pages={60--68},
year={2012},
organization={Association for Computational Linguistics}
}
@article{hernault2010hilda,
title={HILDA: a discourse parser using support vector machine classification},
author={Hernault, Hugo and Prendinger, Helmut and duVerle, David A and Ishizuka, Mitsuru},
journal={Dialogue and Discourse},
volume={1},
number={3},
pages={1--33},
year={2010}
}
@inproceedings{ji2014representation,
title={Representation learning for text-level discourse parsing},
author={Ji, Yangfeng and Eisenstein, Jacob},
booktitle={Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics},
volume={1},
pages={13--24},
year={2014}
}
@inproceedings{joty2012novel,
title={A novel discriminative framework for sentence-level discourse analysis},
author={Joty, Shafiq and Carenini, Giuseppe and Ng, Raymond T},
booktitle={Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning},
pages={904--915},
year={2012},
organization={Association for Computational Linguistics}
}
@inproceedings{lin2009recognizing,
title={Recognizing implicit discourse relations in the Penn Discourse Treebank},
author={Lin, Ziheng and Kan, Min-Yen and Ng, Hwee Tou},
booktitle={Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1-Volume 1},
pages={343--351},
year={2009},
organization={Association for Computational Linguistics}
}
@inproceedings{ghosh2011shallow,
title={Shallow discourse parsing with conditional random fields},
author={Ghosh, Sucheta and Johansson, Richard and Tonelli, Sara},
booktitle={In Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP 2011},
year={2011},
organization={Citeseer}
}
@techreport{wiseman2015extracting,
title={Extracting Multi-word, Entity-specific Topics and their Interrelations from Online Medical Forums},
author={Wiseman, Sam and Miller, Andrew and Doshi-Velez, Finale and Shieber, Stuart M.},
month={August},
year={2015},
note={Meaningful Use of Complex Medical Data (MUCMD) Workshop}
}
@inproceedings{narasimhan2015machine,
author = {Karthik Narasimhan and
Regina Barzilay},
title = {Machine Comprehension with Discourse Relations},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {1253--1262},
year = {2015},
crossref = {DBLP:conf/acl/2015-1},
url = {http://aclweb.org/anthology/P/P15/P15-1121.pdf},
timestamp = {Sun, 02 Aug 2015 19:26:07 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/acl/NarasimhanB15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{hardmeier2013docent,
author = {Christian Hardmeier and
Sara Stymne and
J{\"{o}}rg Tiedemann and
Joakim Nivre},
title = {Docent: {A} Document-Level Decoder for Phrase-Based Statistical Machine
Translation},
booktitle = {51st Annual Meeting of the Association for Computational Linguistics,
{ACL} 2013, Proceedings of the Conference System Demonstrations, 4-9
August 2013, Sofia, Bulgaria},
pages = {193--198},
year = {2013},
crossref = {DBLP:conf/acl/2013-d},
url = {http://aclweb.org/anthology/P/P13/P13-4033.pdf},
timestamp = {Tue, 26 Nov 2013 16:42:48 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/acl/HardmeierSTN13},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{clarke2007modelling,
author = {James Clarke and
Mirella Lapata},
title = {Modelling Compression with Discourse Constraints},
booktitle = {EMNLP-CoNLL 2007, Proceedings of the 2007 Joint Conference on Empirical
Methods in Natural Language Processing and Computational Natural Language
Learning, June 28-30, 2007, Prague, Czech Republic},
pages = {1--11},
year = {2007},
crossref = {DBLP:conf/emnlp/2007},
url = {http://www.aclweb.org/anthology/D07-1001},
timestamp = {Thu, 22 Jan 2015 16:51:46 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/emnlp/ClarkeL07},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{socher2011semi,
author = {Richard Socher and
Jeffrey Pennington and
Eric H. Huang and
Andrew Y. Ng and
Christopher D. Manning},
title = {Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions},
booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2011, 27-31 July 2011, John McIntyre
Conference Centre, Edinburgh, UK, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {151--161},
year = {2011},
crossref = {DBLP:conf/emnlp/2011},
url = {http://www.aclweb.org/anthology/D11-1014},
timestamp = {Mon, 21 Nov 2011 13:29:41 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/emnlp/SocherPHNM11},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{socher2013parsing,
author = {Richard Socher and
John Bauer and
Christopher D. Manning and
Andrew Y. Ng},
title = {Parsing with Compositional Vector Grammars},
booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational
Linguistics, {ACL} 2013, 4-9 August 2013, Sofia, Bulgaria, Volume
1: Long Papers},
pages = {455--465},
year = {2013},
crossref = {DBLP:conf/acl/2013-1},
url = {http://aclweb.org/anthology/P/P13/P13-1045.pdf},
timestamp = {Tue, 26 Nov 2013 16:42:48 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/acl/SocherBMN13},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{neelakantan2015compositional,
author = {Arvind Neelakantan and
Benjamin Roth and
Andrew McCallum},
title = {Compositional Vector Space Models for Knowledge Base Completion},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {156--166},
year = {2015},
crossref = {DBLP:conf/acl/2015-1},
url = {http://aclweb.org/anthology/P/P15/P15-1016.pdf},
timestamp = {Sun, 02 Aug 2015 19:26:07 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/acl/NeelakantanRM15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@techreport{ji2014mining,
title={Mining Themes and Interests in the Asperger's and Autism Community},
author={Ji, Yanfeng and Hong, Hwajung and Arriaga, Rosa and Agata, Rozga and Abowd, Gregory and Eisenstein, Jacob},
year={2014},
note={Proceedings of the ACL 2014 Workshop on Computational Linguistics and Clinical Psychology}
}
@article{kim2015character,
title={Character-Aware Neural Language Models},
author={Kim, Yoon and Jernite, Yacine and Sontag, David and Rush, Alexander M.},
journal={arXiv preprint arXiv:1508.06615},
year={2015}
}
@inproceedings{rush2015a,
title={A {Neural} {Attention} {Model} for {Abstractive} {Sentence} {Summarization}.},
author={Rush, Alexander M. and Chopra, Sumit and Weston, Jason},
booktitle={Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing},
year={2015}
}
@inproceedings{jernite2015a,
author = {Yacine Jernite and
Alexander M. Rush and
David Sontag},
title = {A Fast Variational Approach for Learning Markov Random Field Language
Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
pages = {2209--2217},
year = {2015},
crossref = {DBLP:conf/icml/2015},
url = {http://jmlr.org/proceedings/papers/v37/jernite15.html},
timestamp = {Sun, 05 Jul 2015 19:10:23 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icml/JerniteRS15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{miltsakaki2004evaluation,
title={Evaluation of text coherence for electronic essay scoring systems},
author={Miltsakaki, Eleni and Kukich, Karen},
journal={Natural Language Engineering},
volume={10},
number={01},
pages={25--55},
year={2004},
publisher={Cambridge University Press}
}
@inproceedings{burstein2010using,
title={Using entity-based features to model coherence in student essays},
author={Burstein, Jill and Tetreault, Joel and Andreyev, Slava},
booktitle={Human language technologies: The 2010 annual conference of the North American chapter of the Association for Computational Linguistics},
pages={681--684},
year={2010},
organization={Association for Computational Linguistics}
}
@article{ranzato15sequence,
author = {Marc'Aurelio Ranzato and
Sumit Chopra and
Michael Auli and
Wojciech Zaremba},
title = {Sequence Level Training with Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1511.06732},
year = {2015},
}
@inproceedings{sak14sequence,
author = {Hasim Sak and
Oriol Vinyals and
Georg Heigold and
Andrew W. Senior and
Erik McDermott and
Rajat Monga and
Mark Z. Mao},
title = {Sequence discriminative distributed training of long short-term memory
recurrent neural networks},
booktitle = {{INTERSPEECH} 2014},
pages = {1209--1213},
year = {2014},
}
@inproceedings{daume05learning,
author = {Hal {Daum{\'{e}} III} and
Daniel Marcu},
title = {Learning as search optimization: approximate large margin methods
for structured prediction},
booktitle = {Proceedings of the Twenty-Second International Conference on Machine Learning {(ICML} 2005)},
pages = {169--176},
year = {2005},
}
@article{BandK:14,
title={Learning structured perceptrons for coreference {R}esolution with {L}atent {A}ntecedents and {N}on-local {F}eatures},
author={Bj{\"o}rkelund, Anders and Kuhn, Jonas},
journal={ACL, Baltimore, MD, USA, June},
year=2014
}
@article{duchi2011adaptive,
title={Adaptive {Subgradient} {Methods} for {Online} {Learning} and {Stochastic} {Optimization}},
author={Duchi, John and Hazan, Elad and Singer, Yoram},
journal={The Journal of Machine Learning Research},
volume={12},
pages={2121--2159},
year={2011},
publisher={JMLR. org}
}
@article{hochreiter1997lstm,
Author = {Hochreiter, Sepp and Schmidhuber, J\"{u}rgen},
Issue_Date = {November 15, 1997},
Journal = {Neural Comput.},
Pages = {1735--1780},
Publisher = {MIT Press},
Title = {Long Short-Term Memory},
Volume = {9},
Year = {1997}
}
@article{graves13generating,
Author = {Alex Graves},
Journal = {CoRR},
Timestamp = {Tue, 10 Dec 2013 12:03:02 +0100},
Title = {Generating Sequences With Recurrent Neural Networks},
Url = {http://arxiv.org/abs/1308.0850},
Volume = {abs/1308.0850},
Year = {2013}
}
@article{zaremba14rnn,
Author = {Wojciech Zaremba and Ilya Sutskever and Oriol Vinyals},
Journal = {CoRR},
Title = {Recurrent Neural Network Regularization},
Url = {http://arxiv.org/abs/1409.2329},
Volume = {abs/1409.2329},
Year = {2014}
}
@inproceedings{sutskever11generating,
title={Generating text with recurrent neural networks},
author={Sutskever, Ilya and Martens, James and Hinton, Geoffrey E},
booktitle={Proceedings of the 28th International Conference on Machine Learning (ICML)},
pages={1017--1024},
year={2011}
}
@inproceedings{sutskever14sequence,
title={Sequence to sequence learning with neural networks},
author={Sutskever, Ilya and Vinyals, Oriol and Le, Quoc VV},
booktitle={Advances in Neural Information Processing Systems (NIPS)},
pages={3104--3112},
year={2014}
}
@inproceedings{dyer15transition,
author = {Chris Dyer and
Miguel Ballesteros and
Wang Ling and
Austin Matthews and
Noah A. Smith},
title = {Transition-Based Dependency Parsing with Stack Long Short-Term Memory},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics
({ACL})},
pages = {334--343},
year = {2015}
}
@article{daume09search,
author = {Hal {Daum{\'{e}} III} and
John Langford and
Daniel Marcu},
title = {Search-based Structured Prediction},
journal = {Machine Learning},
volume = {75},
number = {3},
pages = {297--325},
year = {2009}
}
@inproceedings{ross11a,
author = {St{\'{e}}phane Ross and
Geoffrey J. Gordon and
Drew Bagnell},
title = {A Reduction of Imitation Learning and Structured Prediction to No-Regret
Online Learning},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics},
pages = {627--635},
year = {2011}
}
@inproceedings{bengio15scheduled,
title={Scheduled sampling for sequence prediction with recurrent neural networks},
author={Bengio, Samy and Vinyals, Oriol and Jaitly, Navdeep and Shazeer, Noam},
booktitle={Advances in Neural Information Processing Systems},
pages={1171--1179},
year={2015}
}
@article{srivastava14dropout,
title={Dropout: A simple way to prevent neural networks from overfitting},
author={Srivastava, Nitish and Hinton, Geoffrey and Krizhevsky, Alex and Sutskever, Ilya and Salakhutdinov, Ruslan},
journal={The Journal of Machine Learning Research},
volume={15},
number={1},
pages={1929--1958},
year={2014},
publisher={JMLR.org}
}
@inproceedings{chang15efficient,
author = {Kai-Wei Chang and Hal Daum\'e III and John Langford and Stephane Ross},
title = {Efficient programmable learning to search},
booktitle = {Arxiv},
year = {2015},
}
@inproceedings{collins04incremental,
title={Incremental parsing with the perceptron algorithm},
author={Collins, Michael and Roark, Brian},
booktitle={Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics},
pages={111},
year={2004},
organization={Association for Computational Linguistics}
}
@article{andor16globally,
title={Globally normalized transition-based neural networks},
author={Andor, Daniel and Alberti, Chris and Weiss, David and Severyn, Aliaksei and Presta, Alessandro and Ganchev, Kuzman and Petrov, Slav and Collins, Michael},
journal={ACL},
year={2016}
}
@inproceedings{zhou15a,
title={A neural probabilistic structured-prediction model for transition-based dependency parsing},
author={Zhou, Hao and Zhang, Yue and Chen, Jiajun},
booktitle={Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics},
pages={1213--1222},
year={2015}
}
@article{watanabe15transition,
title={Transition-based Neural Constituent Parsing},
author={Watanabe, Taro and Sumita, Eiichiro},
journal={Proceedings of ACL-IJCNLP},
year={2015}
}
@inproceedings{huang12structured,
title={Structured perceptron with inexact search},
author={Huang, Liang and Fayong, Suphan and Guo, Yang},
booktitle={Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
pages={142--151},
year={2012},
organization={Association for Computational Linguistics}
}
@article{ranzato16sequence,
title={Sequence Level Training with Recurrent Neural Networks},
author={Ranzato, Marc'Aurelio and Chopra, Sumit and Auli, Michael and Zaremba, Wojciech},
journal={ICLR},
year={2016}
}
@inproceedings{voigtlaender15sequence,
title={Sequence-discriminative training of recurrent neural networks},
author={Voigtlaender, Paul and Doetsch, Patrick and Wiesler, Simon and Schluter, Ralf and Ney, Hermann},
booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
pages={2100--2104},
year={2015},
organization={IEEE}
}
@inproceedings{papineni02bleu,
title={BLEU: a method for automatic evaluation of machine translation},
author={Papineni, Kishore and Roukos, Salim and Ward, Todd and Zhu, Wei-Jing},
booktitle={Proceedings of the 40th annual meeting on association for computational linguistics},
pages={311--318},
year={2002},
organization={Association for Computational Linguistics}
}
@inproceedings{lafferty01conditional,
author = {John D. Lafferty and
Andrew McCallum and
Fernando C. N. Pereira},
title = {Conditional Random Fields: Probabilistic Models for Segmenting and
Labeling Sequence Data},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001)},
pages = {282--289},
year = {2001},
}
@inproceedings{yazdani15incremental,
author = {Majid Yazdani and