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ORCIDNAACL-HLT 2019: Minneapolis, MN, USA - Volume 1 (Long and Short Papers)
- Jill Burstein, Christy Doran, Thamar Solorio:
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers). Association for Computational Linguistics 2019, ISBN 978-1-950737-13-0 - Nora Hollenstein, Ce Zhang:
Entity Recognition at First Sight: Improving NER with Eye Movement Information. 1-10 - Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni:
The emergence of number and syntax units in LSTM language models. 11-20 - Hadi Amiri:
Neural Self-Training through Spaced Repetition. 21-31 - Richard Futrell, Ethan Wilcox, Takashi Morita
, Peng Qian, Miguel Ballesteros, Roger Levy:
Neural language models as psycholinguistic subjects: Representations of syntactic state. 32-42 - Dan Schwartz, Tom M. Mitchell:
Understanding language-elicited EEG data by predicting it from a fine-tuned language model. 43-57 - Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater:
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. 58-68 - Cory Shain, Micha Elsner:
Measuring the perceptual availability of phonological features during language acquisition using unsupervised binary stochastic autoencoders. 69-85 - Vicky Zayats, Mari Ostendorf:
Giving Attention to the Unexpected: Using Prosody Innovations in Disfluency Detection. 86-95 - Oliver Adams, Matthew Wiesner, Shinji Watanabe, David Yarowsky:
Massively Multilingual Adversarial Speech Recognition. 96-108 - Nikolai Vogler, Craig Stewart, Graham Neubig:
Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation. 109-118 - Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, Gunhee Kim:
AudioCaps: Generating Captions for Audios in The Wild. 119-132 - Nabil Hossain, John Krumm, Michael Gamon:
"President Vows to Cut Hair": Dataset and Analysis of Creative Text Editing for Humorous Headlines. 133-142 - Sudha Rao, Hal Daumé III:
Answer-based Adversarial Training for Generating Clarification Questions. 143-155 - Wei Zhao, Liang Wang, Kewei Shen, Ruoyu Jia, Jingming Liu:
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data. 156-165 - Wenlin Wang, Zhe Gan, Hongteng Xu, Ruiyi Zhang, Guoyin Wang, Dinghan Shen, Changyou Chen, Lawrence Carin:
Topic-Guided Variational Auto-Encoder for Text Generation. 166-177 - Thomas Ruprecht, Tobias Denkinger:
Implementation of a Chomsky-Schützenberger n-best parser for weighted multiple context-free grammars. 178-191 - Mathieu Dehouck, Pascal Denis:
Phylogenic Multi-Lingual Dependency Parsing. 192-203 - Maximin Coavoux, Shay B. Cohen:
Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle. 204-217 - Guillaume Wisniewski, François Yvon:
How Bad are PoS Tagger in Cross-Corpora Settings? Evaluating Annotation Divergence in the UD Project. 218-227 - Milos Stanojevic, Mark Steedman:
CCG Parsing Algorithm with Incremental Tree Rotation. 228-239 - Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin:
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing. 240-250 - Natalie Schluter:
Recurrent models and lower bounds for projective syntactic decoding. 251-260 - Gijs Wijnholds, Mehrnoosh Sadrzadeh:
Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings. 261-271 - Chu-Cheng Lin, Hao Zhu, Matthew R. Gormley, Jason Eisner:
Neural Finite-State Transducers: Beyond Rational Relations. 272-283 - Prince Zizhuang Wang, William Yang Wang:
Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling. 284-294 - Mohammad-Ali Yaghoub-Zadeh-Fard, Boualem Benatallah, Moshe Chai Barukh, Shayan Zamanirad:
A Study of Incorrect Paraphrases in Crowdsourced User Utterances. 295-306 - Abdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya, Gerhard Weikum:
ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters. 307-317 - Kelvin Jiang, Dekun Wu, Hui Jiang:
FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase. 318-323 - Wenbo Zhao, Tagyoung Chung, Anuj Kumar Goyal, Angeliki Metallinou:
Simple Question Answering with Subgraph Ranking and Joint-Scoring. 324-334 - Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian J. McAuley:
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering. 335-344 - Zi-Yuan Chen, Chih-Hung Chang, Yi-Pei Chen, Jijnasa Nayak, Lun-Wei Ku:
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering. 345-356 - Yu Cao, Meng Fang, Dacheng Tao:
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering. 357-362 - Radu Tudor Ionescu, Andrei M. Butnaru:
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation. 363-369 - Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya:
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. 370-379 - Chi Sun, Luyao Huang, Xipeng Qiu:
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence. 380-385 - Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song:
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification. 386-396 - Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu:
HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition. 397-406 - Nicolas Pröllochs, Stefan Feuerriegel, Dirk Neumann:
Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach. 407-413 - Timothy Miller:
Simplified Neural Unsupervised Domain Adaptation. 414-419 - Yanlin Feng, Xiaojun Wan:
Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision. 420-429 - Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi:
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. 430-436 - Reuben Cohn-Gordon, Noah D. Goodman:
Lost in Machine Translation: A Method to Reduce Meaning Loss. 437-441 - Xing Niu, Weijia Xu, Marine Carpuat:
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation. 442-448 - Kai Song, Yue Zhang, Heng Yu, Weihua Luo, Kun Wang, Min Zhang:
Code-Switching for Enhancing NMT with Pre-Specified Translation. 449-459 - Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg:
Aligning Vector-spaces with Noisy Supervised Lexicon. 460-465 - Guanlin Li, Lemao Liu, Xintong Li, Conghui Zhu, Tiejun Zhao, Shuming Shi:
Understanding and Improving Hidden Representations for Neural Machine Translation. 466-477 - Daniel Hershcovich, Omri Abend, Ari Rappoport:
Content Differences in Syntactic and Semantic Representation. 478-488 - Timo Schick, Hinrich Schütze:
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts. 489-494 - Remi Mir, Bjarke Felbo, Nick Obradovich, Iyad Rahwan:
Evaluating Style Transfer for Text. 495-504 - Shima Asaadi, Saif M. Mohammad, Svetlana Kiritchenko:
Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition. 505-516 - Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars:
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. 517-527 - Liye Fu, Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil:
Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives. 528-541 - Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth:
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims. 542-557 - Tuhin Chakrabarty, Christopher Hidey, Kathy McKeown:
IMHO Fine-Tuning Improves Claim Detection. 558-563 - Rashmi Gangadharaiah, Balakrishnan Narayanaswamy:
Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog. 564-569 - Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone:
CITE: A Corpus of Image-Text Discourse Relations. 570-575 - Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang:
Improving Dialogue State Tracking by Discerning the Relevant Context. 576-581 - Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. 582-595 - Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova:
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. 596-601 - Michael Wiegand, Josef Ruppenhofer, Thomas Kleinbauer:
Detection of Abusive Language: the Problem of Biased Datasets. 602-608 - Hila Gonen, Yoav Goldberg:
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them. 609-614 - Thomas Manzini, Yao Chong Lim, Alan W. Black, Yulia Tsvetkov:
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings. 615-621 - Chandler May, Alex Wang, Shikha Bordia, Samuel R. Bowman, Rachel Rudinger:
On Measuring Social Biases in Sentence Encoders. 622-628 - Jieyu Zhao, Tianlu Wang, Mark Yatskar, Ryan Cotterell, Vicente Ordonez, Kai-Wei Chang:
Gender Bias in Contextualized Word Embeddings. 629-634 - Alexander Miserlis Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Ryan Cotterell, Isabelle Augenstein:
Combining Sentiment Lexica with a Multi-View Variational Autoencoder. 635-640 - Meishan Zhang, Peili Liang, Guohong Fu:
Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling. 641-646 - Evgeny Kim, Roman Klinger:
Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters. 647-653 - Janek Bevendorff, Benno Stein, Matthias Hagen, Martin Potthast:
Generalizing Unmasking for Short Texts. 654-659 - Robert McHardy, Heike Adel, Roman Klinger:
Adversarial Training for Satire Detection: Controlling for Confounding Variables. 660-665 - Erion Çano, Ondrej Bojar:
Keyphrase Generation: A Text Summarization Struggle. 666-672 - Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas, Alexandros Potamianos:
SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression. 673-681 - Ori Shapira, David Gabay, Yang Gao, Hadar Ronen, Ramakanth Pasunuru, Mohit Bansal, Yael Amsterdamer, Ido Dagan:
Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation. 682-687 - Hassan Hajipoor, Hadi Amiri, Maseud Rahgozar, Farhad Oroumchian:
Serial Recall Effects in Neural Language Modeling. 688-694 - Tobias Falke, Iryna Gurevych:
Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization. 695-700 - Jungo Kasai, Dan Friedman, Robert Frank, Dragomir R. Radev, Owen Rambow:
Syntax-aware Neural Semantic Role Labeling with Supertags. 701-709 - Daniel Fernández-González, Carlos Gómez-Rodríguez:
Left-to-Right Dependency Parsing with Pointer Networks. 710-716 - Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez:
Viable Dependency Parsing as Sequence Labeling. 717-723 - Alan Akbik, Tanja Bergmann, Roland Vollgraf:
Pooled Contextualized Embeddings for Named Entity Recognition. 724-728 - Zhanming Jie, Pengjun Xie, Wei Lu, Ruixue Ding, Linlin Li:
Better Modeling of Incomplete Annotations for Named Entity Recognition. 729-734 - Shulin Liu, Yang Li, Feng Zhang, Tao Yang, Xinpeng Zhou:
Event Detection without Triggers. 735-744 - Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder:
Sub-event detection from twitter streams as a sequence labeling problem. 745-750 - Yujie Qian, Enrico Santus, Zhijing Jin, Jiang Guo, Regina Barzilay:
GraphIE: A Graph-Based Framework for Information Extraction. 751-761 - Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Xin Luna Dong, Andrew McCallum:
OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference. 762-772 - Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang:
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing. 773-784 - Yin Jou Huang, Jing Lu, Sadao Kurohashi, Vincent Ng:
Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data. 785-795 - Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang:
Sentence Embedding Alignment for Lifelong Relation Extraction. 796-806 - Rasha Obeidat, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli:
Description-Based Zero-shot Fine-Grained Entity Typing. 807-814 - Alexey Romanov, Anna Rumshisky, Anna Rogers, David Donahue:
Adversarial Decomposition of Text Representation. 815-825 - Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian:
PoMo: Generating Entity-Specific Post-Modifiers in Context. 826-838 - J. Edward Hu, Huda Khayrallah, Ryan Culkin, Patrick Xia, Tongfei Chen, Matt Post, Benjamin Van Durme:
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting. 839-850 - Hitesh Golchha, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya:
Courteously Yours: Inducing courteous behavior in Customer Care responses using Reinforced Pointer Generator Network. 851-860 - Zhiwei Yu, Xiaojun Wan:
How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation. 861-871 - Hongming Zhang, Yan Song, Yangqiu Song:
Incorporating Context and External Knowledge for Pronoun Coreference Resolution. 872-881 - Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Jing Jiang:
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning. 882-891 - Jingxuan Yang, Jianzhuo Tong, Si Li, Sheng Gao, Jun Guo, Nianwen Xue:
Recovering dropped pronouns in Chinese conversations via modeling their referents. 892-901 - Ieva Vasiljeva, Sorcha Gilroy, Adam Lopez:
The problem with probabilistic DAG automata for semantic graphs. 902-911 - Yi Zhu, Ivan Vulic, Anna Korhonen:
A Systematic Study of Leveraging Subword Information for Learning Word Representations. 912-932 - Prakhar Gupta, Matteo Pagliardini, Martin Jaggi:
Better Word Embeddings by Disentangling Contextual n-Gram Information. 933-939 - Dingcheng Li, Siamak Zamani, Jingyuan Zhang, Ping Li:
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process. 940-950 - Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Nils Y. Hammerla:
Correlation Coefficients and Semantic Textual Similarity. 951-962 - James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal:
Generating Token-Level Explanations for Natural Language Inference. 963-969 - Pierre Finnimore, Elisabeth Fritzsch, Daniel King, Alison Sneyd, Aneeq Ur Rehman, Fernando Alva-Manchego, Andreas Vlachos:
Strong Baselines for Complex Word Identification across Multiple Languages. 970-977 - Xiaotian Jiang, Quan Wang, Bin Wang:
Adaptive Convolution for Multi-Relational Learning. 978-987 - Takuma Ebisu, Ryutaro Ichise:
Graph Pattern Entity Ranking Model for Knowledge Graph Completion. 988-997 - Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Peng Li:
Adversarial Training for Weakly Supervised Event Detection. 998-1008 - Elham J. Barezi, Ian D. Wood, Pascale Fung, Hamid R. Rabiee:
A Submodular Feature-Aware Framework for Label Subset Selection in Extreme Classification Problems. 1009-1018 - Jianhao Yan, Lin He, Ruqin Huang, Jian Li, Ying Liu:
Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision. 1019-1030 - Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo:
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. 1031-1040 - Procheta Sen, Debasis Ganguly, Gareth J. F. Jones:
Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences. 1041-1051 - Eleftheria Briakou, Nikos Athanasiou, Alexandros Potamianos:
Cross-Topic Distributional Semantic Representations Via Unsupervised Mappings. 1052-1061 - Dmetri Hayes:
What just happened? Evaluating retrofitted distributional word vectors. 1062-1072 - Nelson F. Liu, Matt Gardner, Yonatan Belinkov, Matthew E. Peters, Noah A. Smith:
Linguistic Knowledge and Transferability of Contextual Representations. 1073-1094 - Karl Stratos:
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction. 1095-1104 - Yoon Kim, Alexander M. Rush, Lei Yu, Adhiguna Kuncoro, Chris Dyer, Gábor Melis:
Unsupervised Recurrent Neural Network Grammars. 1105-1117 - Serhii Havrylov, Germán Kruszewski, Armand Joulin:
Cooperative Learning of Disjoint Syntax and Semantics. 1118-1128 - Andrew Drozdov, Patrick Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum:
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders. 1129-1141 - Angli Liu, Jingfei Du, Veselin Stoyanov:
Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition. 1142-1150 - Meishan Zhang, Zhenghua Li, Guohong Fu, Min Zhang:
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations. 1151-1161 - Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabás Póczos, Tom M. Mitchell:
Competence-based Curriculum Learning for Neural Machine Translation. 1162-1172 - Jiawei Wu, Xin Wang, William Yang Wang:
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation. 1173-1183 - Maruan Al-Shedivat, Ankur P. Parikh:
Consistency by Agreement in Zero-Shot Neural Machine Translation. 1184-1197 - Jie Hao, Xing Wang, Baosong Yang, Longyue Wang, Jinfeng Zhang, Zhaopeng Tu:
Modeling Recurrence for Transformer. 1198-1207 - Tiancheng Zhao, Kaige Xie, Maxine Eskénazi:
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models. 1208-1218 - Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi:
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. 1219-1228 - Xiang Gao, Sungjin Lee, Yizhe Zhang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan:
Jointly Optimizing Diversity and Relevance in Neural Response Generation. 1229-1238 - Dinesh Raghu, Nikhil Gupta, Mausam:
Disentangling Language and Knowledge in Task-Oriented Dialogs. 1239-1255 - Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang:
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together. 1256-1266 - Mohammad Taher Pilehvar, José Camacho-Collados:
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations. 1267-1273 - Yang Gao, Steffen Eger, Ilia Kuznetsov, Iryna Gurevych, Yusuke Miyao:
Does My Rebuttal Matter? Insights from a Major NLP Conference. 1274-1290 - Shufan Wang, Mohit Iyyer:
Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism. 1291-1297 - Yuan Zhang, Jason Baldridge, Luheng He:
PAWS: Paraphrase Adversaries from Word Scrambling. 1298-1308 - Masato Mita, Tomoya Mizumoto, Masahiro Kaneko, Ryo Nagata, Kentaro Inui:
Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models - Is Single-Corpus Evaluation Enough? 1309-1314 - Qipeng Guo, Xipeng Qiu, Pengfei Liu, Yunfan Shao, Xiangyang Xue, Zheng Zhang:
Star-Transformer. 1315-1325 - Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty:
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. 1326-1336 - Frederike Zufall, Tobias Horsmann, Torsten Zesch:
From legal to technical concept: Towards an automated classification of German political Twitter postings as criminal offenses. 1337-1347 - Hang Dong, Wei Wang, Kaizhu Huang, Frans Coenen:
Joint Multi-Label Attention Networks for Social Text Annotation. 1348-1354 - Jumayel Islam, Robert E. Mercer, Lu Xiao:
Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition. 1355-1365 - Semih Yagcioglu, Mehmet Saygin Seyfioglu, Begum Citamak, Batuhan Bardak, Seren Guldamlasioglu, Azmi Yuksel, Emin Islam Tatli:
Detecting Cybersecurity Events from Noisy Short Text. 1366-1372 - Yotam Gil, Yoav Chai, Or Gorodissky, Jonathan Berant:
White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks. 1373-1379 - Shi Zong, Alan Ritter, Graham Mueller, Evan Wright:
Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media. 1380-1390 - Duc Minh Nguyen, Tien Huu Do, A. Robert Calderbank, Nikos Deligiannis:
Fake News Detection using Deep Markov Random Fields. 1391-1400 - Mareike Hartmann, Tallulah Jansen, Isabelle Augenstein, Anders Søgaard:
Issue Framing in Online Discussion Fora. 1401-1407 - Hadi Amiri, Mitra Mohtarami:
Vector of Locally Aggregated Embeddings for Text Representation. 1408-1414 - Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Sara Rosenthal, Noura Farra, Ritesh Kumar:
Predicting the Type and Target of Offensive Posts in Social Media. 1415-1420 - Diya Li, Lifu Huang, Heng Ji, Jiawei Han:
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM. 1421-1430 - Zining Zhu, Jekaterina Novikova, Frank Rudzicz:
Detecting cognitive impairments by agreeing on interpretations of linguistic features. 1431-1441 - Gaurav Singh, Parminder Bhatia:
Relation Extraction using Explicit Context Conditioning. 1442-1447 - Sungjoon Park, Donghyun Kim, Alice Oh:
Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues. 1448-1459 - Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris:
Using Similarity Measures to Select Pretraining Data for NER. 1460-1470 - Yinfei Yang, Oshin Agarwal, Chris Tar, Byron C. Wallace, Ani Nenkova:
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction. 1471-1480 - Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez:
Detecting Depression in Social Media using Fine-Grained Emotions. 1481-1486 - Diana F. Sousa, Andre Lamurias, Francisco M. Couto:
A Silver Standard Corpus of Human Phenotype-Gene Relations. 1487-1492 - Enrique Manjavacas, Ákos Kádár, Mike Kestemont:
Improving Lemmatization of Non-Standard Languages with Joint Learning. 1493-1503 - Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Yonatan Belinkov, Preslav Nakov:
One Size Does Not Fit All: Comparing NMT Representations of Different Granularities. 1504-1516 - Chaitanya Malaviya, Shijie Wu, Ryan Cotterell:
A Simple Joint Model for Improved Contextual Neural Lemmatization. 1517-1528 - Johannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell, Isabelle Augenstein:
A Probabilistic Generative Model of Linguistic Typology. 1529-1540 - Manuel R. Ciosici, Leon Derczynski, Ira Assent:
Quantifying the morphosyntactic content of Brown Clusters. 1541-1550 - Shudong Hao, Michael J. Paul:
Analyzing Bayesian Crosslingual Transfer in Topic Models. 1551-1565 - Miryam de Lhoneux, Miguel Ballesteros, Joakim Nivre:
Recursive Subtree Composition in LSTM-Based Dependency Parsing. 1566-1576 - Kilian Evang:
Cross-lingual CCG Induction. 1577-1587 - Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig:
Density Matching for Bilingual Word Embedding. 1588-1598 - Tal Schuster, Ori Ram, Regina Barzilay, Amir Globerson:
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing. 1599-1613 - Kaimin Zhou, Chang Shu, Binyang Li, Jey Han Lau:
Early Rumour Detection. 1614-1623 - Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi:
Microblog Hashtag Generation via Encoding Conversation Contexts. 1624-1633 - Steffen Eger, Gözde Gül Sahin, Andreas Rücklé, Ji-Ung Lee, Claudia Schulz, Mohsen Mesgar, Krishnkant Swarnkar, Edwin Simpson, Iryna Gurevych:
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. 1634-1647 - Jack Hessel, Lillian Lee:
Something's Brewing! Early Prediction of Controversy-causing Posts from Discussion Features. 1648-1659 - Xiaochuang Han, Eunsol Choi, Chenhao Tan:
No Permanent Friends or Enemies: Tracking Relationships between Nations from News. 1660-1676 - Sebastian Gehrmann, Steven Layne, Franck Dernoncourt:
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation. 1677-1688 - Tatsunori B. Hashimoto, Hugh Zhang, Percy Liang:
Unifying Human and Statistical Evaluation for Natural Language Generation. 1689-1701 - Abigail See, Stephen Roller, Douwe Kiela, Jason Weston:
What makes a good conversation? How controllable attributes affect human judgments. 1702-1723 - Kartik Goyal, Chris Dyer, Taylor Berg-Kirkpatrick:
An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search. 1724-1733 - He He, Nanyun Peng, Percy Liang:
Pun Generation with Surprise. 1734-1744 - Yang Liu, Ivan Titov, Mirella Lapata:
Single Document Summarization as Tree Induction. 1745-1755 - Christopher Hidey, Kathy McKeown:
Fixed That for You: Generating Contrastive Claims with Semantic Edits. 1756-1767 - Felix Soldner, Verónica Pérez-Rosas, Rada Mihalcea:
Box of Lies: Multimodal Deception Detection in Dialogues. 1768-1777 - Massimo Poesio, Jon Chamberlain, Silviu Paun, Juntao Yu, Alexandra Uma, Udo Kruschwitz:
A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation. 1778-1789 - Tristan Miller, Maria Sukhareva, Iryna Gurevych:
A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd. 1790-1796 - Weiyan Shi, Tiancheng Zhao, Zhou Yu:
Unsupervised Dialog Structure Learning. 1797-1807 - Lei Gao, Prafulla Kumar Choubey, Ruihong Huang:
Modeling Document-level Causal Structures for Event Causal Relation Identification. 1808-1817 - Chuhan Wu, Fangzhao Wu, Junxin Liu, Yongfeng Huang:
Hierarchical User and Item Representation with Three-Tier Attention for Recommendation. 1818-1826 - Tim vor der Brück, Marc Pouly:
Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing. 1827-1836 - Animesh Prasad, Min-Yen Kan:
Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction. 1837-1846 - Iryna Haponchyk, Alessandro Moschitti:
A Study of Latent Structured Prediction Approaches to Passage Reranking. 1847-1857 - Iz Beltagy, Kyle Lo, Waleed Ammar:
Combining Distant and Direct Supervision for Neural Relation Extraction. 1858-1867 - Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono:
Tweet Stance Detection Using an Attention based Neural Ensemble Model. 1868-1873 - Hiroshi Echizen-ya, Kenji Araki, Eduard H. Hovy:
Word Embedding-Based Automatic MT Evaluation Metric using Word Position Information. 1874-1883 - Mingbo Ma, Renjie Zheng, Liang Huang:
Learning to Stop in Structured Prediction for Neural Machine Translation. 1884-1889 - Geert Heyman, Bregt Verreet, Ivan Vulic, Marie-Francine Moens:
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs. 1890-1902 - Xuan Zhang, Pamela Shapiro, Gaurav Kumar, Paul McNamee, Marine Carpuat, Kevin Duh:
Curriculum Learning for Domain Adaptation in Neural Machine Translation. 1903-1915 - Vaibhav, Sumeet Singh, Craig Stewart, Graham Neubig:
Improving Robustness of Machine Translation with Synthetic Noise. 1916-1920 - Ankur Bapna, Orhan Firat:
Non-Parametric Adaptation for Neural Machine Translation. 1921-1931 - Hao-Ran Wei, Shujian Huang, Ran Wang, Xin-Yu Dai, Jiajun Chen:
Online Distilling from Checkpoints for Neural Machine Translation. 1932-1941 - Dor Muhlgay, Jonathan Herzig, Jonathan Berant:
Value-based Search in Execution Space for Mapping Instructions to Programs. 1942-1954 - Manoj Acharya, Karan Jariwala, Christopher Kanan:
VQD: Visual Query Detection In Natural Scenes. 1955-1961 - Nikhil Mehta, Dan Goldwasser:
Improving Natural Language Interaction with Robots Using Advice. 1962-1967 - Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier:
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. 1968-1976 - Jesse Thomason, Daniel Gordon, Yonatan Bisk:
Shifting the Baseline: Single Modality Performance on Visual Navigation & QA. 1977-1983 - Soham Ghosh, Anuva Agarwal, Zarana Parekh, Alexander G. Hauptmann:
ExCL: Extractive Clip Localization Using Natural Language Descriptions. 1984-1990 - Bai Li, Yi-Te Hsu, Frank Rudzicz:
Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus. 1991-1997 - Spandana Gella, Desmond Elliott, Frank Keller:
Cross-lingual Visual Verb Sense Disambiguation. 1998-2004 - Manuel Mager, Özlem Çetinoglu, Katharina Kann:
Subword-Level Language Identification for Intra-Word Code-Switching. 2005-2011 - Mattia Antonino Di Gangi, Roldano Cattoni, Luisa Bentivogli, Matteo Negri, Marco Turchi:
MuST-C: a Multilingual Speech Translation Corpus. 2012-2017 - Ekaterina Vylomova, Ryan Cotterell, Trevor Cohn, Timothy Baldwin, Jason Eisner:
Contextualization of Morphological Inflection. 2018-2024 - Jessica Ouyang, Boya Song, Kathy McKeown:
A Robust Abstractive System for Cross-Lingual Summarization. 2025-2031 - Chunpeng Ma, Akihiro Tamura, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao:
Improving Neural Machine Translation with Neural Syntactic Distance. 2032-2037 - Patrick Simianer, Joern Wuebker, John DeNero:
Measuring Immediate Adaptation Performance for Neural Machine Translation. 2038-2046 - Weijia Xu, Xing Niu, Marine Carpuat:
Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation. 2047-2053 - Gaurav Kumar, George F. Foster, Colin Cherry, Maxim Krikun:
Reinforcement Learning based Curriculum Optimization for Neural Machine Translation. 2054-2061 - Brian Thompson, Jeremy Gwinnup, Huda Khayrallah, Kevin Duh, Philipp Koehn:
Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation. 2062-2068 - Marco Del Tredici, Raquel Fernández, Gemma Boleda:
Short-Term Meaning Shift: A Distributional Exploration. 2069-2075 - Michael Wiegand, Maximilian Wolf, Josef Ruppenhofer:
Detecting Derogatory Compounds - An Unsupervised Approach. 2076-2081 - Guangneng Hu:
Personalized Neural Embeddings for Collaborative Filtering with Text. 2082-2088 - Alexandra Chronopoulou, Christos Baziotis, Alexandros Potamianos:
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models. 2089-2095 - Abhishek Singh, Eduardo Blanco, Wei Jin:
Incorporating Emoji Descriptions Improves Tweet Classification. 2096-2101 - Daisuke Oba, Naoki Yoshinaga, Shoetsu Sato, Satoshi Akasaki, Masashi Toyoda:
Modeling Personal Biases in Language Use by Inducing Personalized Word Embeddings. 2102-2108 - Ramy Baly, Georgi Karadzhov, Abdelrhman Saleh, James R. Glass, Preslav Nakov:
Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media. 2109-2116 - Yanyan Zou, Wei Lu:
Joint Detection and Location of English Puns. 2117-2123 - David Vilares, Carlos Gómez-Rodríguez:
Harry Potter and the Action Prediction Challenge from Natural Language. 2124-2130 - Xinyu Hua, Mitko Nikolov, Nikhil Badugu, Lu Wang:
Argument Mining for Understanding Peer Reviews. 2131-2137 - David Bamman, Sejal Popat, Sheng Shen:
An annotated dataset of literary entities. 2138-2144 - Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova:
Abusive Language Detection with Graph Convolutional Networks. 2145-2150 - Mohammad Taher Pilehvar:
On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping. 2151-2156 - Kris Cao, Stephen Clark:
Factorising AMR generation through syntax. 2157-2163 - Anca Dumitrache, Lora Aroyo, Chris Welty:
A Crowdsourced Frame Disambiguation Corpus with Ambiguity. 2164-2170 - Nelson F. Liu, Roy Schwartz, Noah A. Smith:
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets. 2171-2179 - Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung:
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization. 2180-2189 - Qiang Ning, Hangfeng He, Chuchu Fan, Dan Roth:
Partial Or Complete, That's The Question. 2190-2200 - Jianxin Yang, Wenge Rong, Libin Shi, Zhang Xiong:
Sequential Attention with Keyword Mask Model for Community-based Question Answering. 2201-2211 - Peng Shi, Jinfeng Rao, Jimmy Lin:
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts. 2212-2217 - Santosh Tokala, Vishal G, Avirup Saha, Niloy Ganguly:
AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification. 2218-2222 - Alexander Erdmann, David Joseph Wrisley, Benjamin Allen, Christopher Brown, Sophie Cohen-Bodénès, Micha Elsner, Yukun Feng, Brian Joseph, Béatrice Joyeux-Prunel, Marie-Catherine de Marneffe:
Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities. 2223-2234 - Yifei Zhang, Hao Zhu:
Doc2hash: Learning Discrete Latent variables for Documents Retrieval. 2235-2240 - Guy Tevet, Gavriel Habib, Vered Shwartz, Jonathan Berant:
Evaluating Text GANs as Language Models. 2241-2247 - Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do-Omri, Ahmad Rashid:
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation. 2248-2258 - Valerie Hajdik, Jan Buys, Michael Wayne Goodman, Emily M. Bender:
Neural Text Generation from Rich Semantic Representations. 2259-2266 - Amit Moryossef, Yoav Goldberg, Ido Dagan:
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation. 2267-2277 - Tom Hosking, Sebastian Riedel:
Evaluating Rewards for Question Generation Models. 2278-2283 - Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, Mirella Lapata, Hannaneh Hajishirzi:
Text Generation from Knowledge Graphs with Graph Transformers. 2284-2293 - Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Y. Halevy, H. V. Jagadish:
Open Information Extraction from Question-Answer Pairs. 2294-2305 - Nicola De Cao, Wilker Aziz, Ivan Titov:
Question Answering by Reasoning Across Documents with Graph Convolutional Networks. 2306-2317 - Mark Yatskar:
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC. 2318-2323 - Hu Xu, Bing Liu, Lei Shu, Philip S. Yu:
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis. 2324-2335 - Ahmad Sakor, Isaiah Onando Mulang', Kuldeep Singh, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann, Sören Auer:
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text. 2336-2346 - Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie:
Be Consistent! Improving Procedural Text Comprehension using Label Consistency. 2347-2356 - Aida Amini, Saadia Gabriel, Shanchuan Lin, Rik Koncel-Kedziorski, Yejin Choi, Hannaneh Hajishirzi:
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms. 2357-2367 - Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner:
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs. 2368-2378 - Wei Liu, Tongge Xu, QingHua Xu, Jiayu Song, Yueran Zu:
An Encoding Strategy Based Word-Character LSTM for Chinese NER. 2379-2389 - Hamdy Mubarak, Ahmed Abdelali, Hassan Sajjad, Younes Samih, Kareem Darwish:
Highly Effective Arabic Diacritization using Sequence to Sequence Modeling. 2390-2395 - Peng Lu, Ting Bai, Philippe Langlais:
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling. 2396-2406 - Yasumasa Onoe, Greg Durrett:
Learning to Denoise Distantly-Labeled Data for Entity Typing. 2407-2417 - Simon Flachs, Ophélie Lacroix, Marek Rei, Helen Yannakoudakis, Anders Søgaard:
A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors. 2418-2427 - Ronald Cardenas, Ying Lin, Heng Ji, Jonathan May:
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages. 2428-2439 - Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng:
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. 2440-2452 - Mingda Chen, Qingming Tang, Sam Wiseman, Kevin Gimpel:
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations. 2453-2464 - Hong-You Chen, Chin-Hua Hu, Leila Wehbe, Shou-De Lin:
Self-Discriminative Learning for Unsupervised Document Embedding. 2465-2474 - Byung-Ju Choi, Jun-Hyung Park, SangKeun Lee:
Adaptive Convolution for Text Classification. 2475-2485 - Soufian Jebbara, Philipp Cimiano:
Zero-Shot Cross-Lingual Opinion Target Extraction. 2486-2495 - Xiaoye Qu, Zhikang Zou, Yu Cheng, Yang Yang, Pan Zhou:
Adversarial Category Alignment Network for Cross-domain Sentiment Classification. 2496-2508 - Zhifang Fan, Zhen Wu, Xin-Yu Dai, Shujian Huang, Jiajun Chen:
Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling. 2509-2518 - Byeongchang Kim, Hyunwoo Kim, Gunhee Kim:
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. 2519-2531 - Menglin Xia, Ekaterina Kochmar, Ted Briscoe:
Automatic learner summary assessment for reading comprehension. 2532-2542 - Avinesh P. V. S., Christian M. Meyer:
Data-efficient Neural Text Compression with Interactive Learning. 2543-2554 - Hao Peng, Ankur P. Parikh, Manaal Faruqui, Bhuwan Dhingra, Dipanjan Das:
Text Generation with Exemplar-based Adaptive Decoding. 2555-2565 - Kristjan Arumae, Fei Liu:
Guiding Extractive Summarization with Question-Answering Rewards. 2566-2577 - Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner, Elia Bruni, Barbara Plank, Raffaella Bernardi, Raquel Fernández:
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat. 2578-2587 - Yiqun Yao, Jiaming Xu, Bo Xu:
The World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding. 2588-2598 - Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency:
Strong and Simple Baselines for Multimodal Utterance Embeddings. 2599-2609 - Hao Tan, Licheng Yu, Mohit Bansal:
Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout. 2610-2621 - Shrimai Prabhumoye, Chris Quirk, Michel Galley:
Towards Content Transfer through Grounded Text Generation. 2622-2632 - Kai Sun, Dian Yu, Dong Yu, Claire Cardie:
Improving Machine Reading Comprehension with General Reading Strategies. 2633-2643 - Yichong Xu, Xiaodong Liu, Yelong Shen, Jingjing Liu, Jianfeng Gao:
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension. 2644-2655 - Ting-Rui Chiang, Yun-Nung Chen:
Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems. 2656-2668 - Pradeep Dasigi, Matt Gardner, Shikhar Murty, Luke Zettlemoyer, Eduard H. Hovy:
Iterative Search for Weakly Supervised Semantic Parsing. 2669-2680 - Vikas Yadav, Steven Bethard, Mihai Surdeanu:
Alignment over Heterogeneous Embeddings for Question Answering. 2681-2691 - Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov:
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. 2692-2698 - Shohei Higashiyama, Masao Utiyama, Eiichiro Sumita, Masao Ideuchi, Yoshiaki Oida, Yohei Sakamoto, Isaac Okada:
Incorporating Word Attention into Character-Based Word Segmentation. 2699-2709 - Chi Sun, Xipeng Qiu, Xuanjing Huang:
VCWE: Visual Character-Enhanced Word Embeddings. 2710-2719 - Jie Yang, Yue Zhang, Shuailong Liang:
Subword Encoding in Lattice LSTM for Chinese Word Segmentation. 2720-2725 - Yuxiao Ye, Weikang Li, Yue Zhang, Likun Qiu, Jian Sun:
Improving Cross-Domain Chinese Word Segmentation with Word Embeddings. 2726-2735 - Apostolos Kemos, Heike Adel, Hinrich Schütze:
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. 2736-2743 - Arseny Tolmachev, Daisuke Kawahara, Sadao Kurohashi:
Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning. 2744-2755 - Paria Jamshid Lou, Yufei Wang, Mark Johnson:
Neural Constituency Parsing of Speech Transcripts. 2756-2765 - Suyoun Kim, Florian Metze:
Acoustic-to-Word Models with Conversational Context Information. 2766-2771 - Hao Cheng, Hao Fang, Mari Ostendorf:
A Dynamic Speaker Model for Conversational Interactions. 2772-2785 - Elizabeth Salesky, Matthias Sperber, Alexander Waibel:
Fluent Translations from Disfluent Speech in End-to-End Speech Translation. 2786-2792 - Van-Hien Tran, Van-Thuy Phi, Hiroyuki Shindo, Yuji Matsumoto:
Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN. 2793-2798 - Zhong Qian, Peifeng Li, Qiaoming Zhu, Guodong Zhou:
Document-Level Event Factuality Identification via Adversarial Neural Network. 2799-2809 - Zhi-Xiu Ye, Zhen-Hua Ling:
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions. 2810-2819 - Bingyu Wang, Li Chen, Wei Sun, Kechen Qin, Kefeng Li, Hui Zhou:
Ranking-Based Autoencoder for Extreme Multi-label Classification. 2820-2830 - Qi Zhang, Siliang Tang, Xiang Ren, Fei Wu, Shiliang Pu, Yueting Zhuang:
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision. 2831-2835 - Rashidul Islam, James R. Foulds:
Scalable Collapsed Inference for High-Dimensional Topic Models. 2836-2845 - Wang Chen, Hou Pong Chan, Piji Li, Lidong Bing, Irwin King:
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction. 2846-2856 - Arpita Roy, Youngja Park, Shimei Pan:
Predicting Malware Attributes from Cybersecurity Texts. 2857-2861 - Bo Chen, Xiaotao Gu, Yufeng Hu, Siliang Tang, Guoping Hu, Yueting Zhuang, Xiang Ren:
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering. 2862-2872 - Maolin Li, Arvid Fahlström Myrman, Tingting Mu, Sophia Ananiadou:
Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks. 2873-2883 - Guangxiang Zhao, Jingjing Xu, Qi Zeng, Xuancheng Ren, Xu Sun:
Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations. 2884-2891 - Zihao Fu, Yankai Lin, Zhiyuan Liu, Wai Lam:
Fact Discovery from Knowledge Base via Facet Decomposition. 2892-2901 - Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha, Nigel Collier:
A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction. 2902-2912 - Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases. 2913-2923 - Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova:
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions. 2924-2936 - Kun Xu, Yuxuan Lai, Yansong Feng, Zhiguo Wang:
Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering. 2937-2947 - Harsh Trivedi, Heeyoung Kwon, Tushar Khot, Ashish Sabharwal, Niranjan Balasubramanian:
Repurposing Entailment for Multi-Hop Question Answering Tasks. 2948-2958 - Ananya, Nitya Parthasarthi, Sameer Singh:
GenderQuant: Quantifying Mention-Level Genderedness. 2959-2969 - Dorottya Demszky, Nikhil Garg, Rob Voigt, James Zou, Jesse Shapiro, Matthew Gentzkow, Dan Jurafsky:
Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings. 2970-3005 - Jing Qian, Mai ElSherief, Elizabeth M. Belding, William Yang Wang:
Learning to Decipher Hate Symbols. 3006-3015 - Ningyu Zhang, Shumin Deng, Zhanlin Sun, Guanying Wang, Xi Chen, Wei Zhang, Huajun Chen:
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. 3016-3025 - Pengshuai Li, Xinsong Zhang, Weijia Jia, Hai Zhao:
GAN Driven Semi-distant Supervision for Relation Extraction. 3026-3035 - Yi Luan, Dave Wadden, Luheng He, Amy Shah, Mari Ostendorf, Hannaneh Hajishirzi:
A general framework for information extraction using dynamic span graphs. 3036-3046 - Colin Lockard, Prashant Shiralkar, Xin Luna Dong:
OpenCeres: When Open Information Extraction Meets the Semi-Structured Web. 3047-3056 - Fan Bai, Alan Ritter:
Structured Minimally Supervised Learning for Neural Relation Extraction. 3057-3069 - Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen, David Chiang:
Neural Machine Translation of Text from Non-Native Speakers. 3070-3080 - Shuhao Gu, Yang Feng, Qun Liu:
Improving Domain Adaptation Translation with Domain Invariant and Specific Information. 3081-3091 - Sameen Maruf, André F. T. Martins, Gholamreza Haffari:
Selective Attention for Context-aware Neural Machine Translation. 3092-3102 - Paul Michel, Xian Li, Graham Neubig, Juan Miguel Pino:
On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models. 3103-3114 - Kazuma Hashimoto, Yoshimasa Tsuruoka:
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction. 3115-3125 - Xuchao Zhang, Fanglan Chen, Chang-Tien Lu, Naren Ramakrishnan:
Mitigating Uncertainty in Document Classification. 3126-3136 - Reno Kriz, João Sedoc, Marianna Apidianaki, Carolina Zheng, Gaurav Kumar, Eleni Miltsakaki, Chris Callison-Burch:
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. 3137-3147 - Kishaloy Halder, Min-Yen Kan, Kazunari Sugiyama:
Predicting Helpful Posts in Open-Ended Discussion Forums: A Neural Architecture. 3148-3157 - Abhijit Mahabal, Jason Baldridge, Burcu Karagol Ayan, Vincent Perot, Dan Roth:
Text Classification with Few Examples using Controlled Generalization. 3158-3167 - Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-Mei W. Hwu:
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. 3168-3180 - Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. 3181-3190 - Sudipta Saha Shubha, Nafis Sadeq, Shafayat Ahmed, Md. Nahidul Islam, Muhammad Abdullah Adnan, Md. Yasin Ali Khan, Mohammad Zuberul Islam:
Customizing Grapheme-to-Phoneme System for Non-Trivial Transcription Problems in Bangla Language. 3191-3200 - Peng Xu, Denilson Barbosa:
Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction. 3201-3206 - Geewook Kim, Kazuki Fukui, Hidetoshi Shimodaira:
Segmentation-free compositional n-gram embedding. 3207-3215 - Kaijia Yang, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen:
Exploiting Noisy Data in Distant Supervision Relation Classification. 3216-3225 - Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri:
Misspelling Oblivious Word Embeddings. 3226-3234 - Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas R. Fauceglia, Michael R. Glass:
Learning Relational Representations by Analogy using Hierarchical Siamese Networks. 3235-3245 - Ishan Jindal, Daniel Pressel, Brian Lester, Matthew S. Nokleby:
An Effective Label Noise Model for DNN Text Classification. 3246-3256 - Naomi Saphra, Adam Lopez:
Understanding Learning Dynamics Of Language Models with SVCCA. 3257-3267 - Yiben Yang, Ji-Ping Wang, Doug Downey:
Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models. 3268-3273 - Tianlin Liu, Lyle H. Ungar, João Sedoc:
Continual Learning for Sentence Representations Using Conceptors. 3274-3279 - Yan Liang, Xin Liu, Jianwen Zhang, Yangqiu Song:
Relation Discovery with Out-of-Relation Knowledge Base as Supervision. 3280-3290 - Jared Lichtarge, Chris Alberti, Shankar Kumar, Noam Shazeer, Niki Parmar, Simon Tong:
Corpora Generation for Grammatical Error Correction. 3291-3301 - Ethan Wilcox, Peng Qian, Richard Futrell, Miguel Ballesteros, Roger Levy:
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies. 3302-3312 - Lifu Tu, Kevin Gimpel:
Benchmarking Approximate Inference Methods for Neural Structured Prediction. 3313-3324 - Minhao Cheng, Wei Wei, Cho-Jui Hsieh:
Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent. 3325-3335 - Pouya Pezeshkpour, Yifan Tian, Sameer Singh:
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications. 3336-3347 - Yonatan Belinkov, James R. Glass:
Analysis Methods in Neural Language Processing: A Survey. 3348-3354 - Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
Transferable Neural Projection Representations. 3355-3360 - Chaoyu Guan, Yuhao Cheng, Hai Zhao:
Semantic Role Labeling with Associated Memory Network. 3361-3371 - David Vilares, Mostafa Abdou, Anders Søgaard:
Better, Faster, Stronger Sequence Tagging Constituent Parsers. 3372-3383 - Yuying Zhu, Guoxin Wang:
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition. 3384-3393 - Hiroki Teranishi, Hiroyuki Shindo, Yuji Matsumoto:
Decomposed Local Models for Coordinate Structure Parsing. 3394-3403 - Hikaru Omori, Mamoru Komachi:
Multi-Task Learning for Japanese Predicate Argument Structure Analysis. 3404-3414 - Luisa März, Dietrich Trautmann, Benjamin Roth:
Domain adaptation for part-of-speech tagging of noisy user-generated text. 3415-3420 - Hao Li, Wei Lu, Pengjun Xie, Linlin Li:
Neural Chinese Address Parsing. 3421-3431 - Hamid Karimi, Jiliang Tang:
Learning Hierarchical Discourse-level Structure for Fake News Detection. 3432-3442 - Mor Geva, Eric Malmi, Idan Szpektor, Jonathan Berant:
DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion. 3443-3455 - Wei-Jen Ko, Greg Durrett, Junyi Jessy Li:
Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation. 3456-3466 - Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga, Graham Neubig, Shoetsu Sato, Masashi Toyoda, Masaru Kitsuregawa:
Learning to Describe Unknown Phrases with Local and Global Contexts. 3467-3476 - Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller:
Mining Discourse Markers for Unsupervised Sentence Representation Learning. 3477-3486 - Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang:
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. 3487-3497 - Shota Sasaki, Jun Suzuki, Kentaro Inui:
Subword-based Compact Reconstruction of Word Embeddings. 3498-3508 - Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen:
Bayesian Learning for Neural Dependency Parsing. 3509-3519 - Han Guo, Ramakanth Pasunuru, Mohit Bansal:
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning. 3520-3531 - Shauli Ravfogel, Yoav Goldberg, Tal Linzen:
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages. 3532-3542 - Sarthak Jain, Byron C. Wallace:
Attention is not Explanation. 3543-3556 - Prithviraj Ammanabrolu, Mark O. Riedl:
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning. 3557-3565 - Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu:
Information Aggregation for Multi-Head Attention with Routing-by-Agreement. 3566-3575 - Charles Chen, Razvan C. Bunescu:
Context Dependent Semantic Parsing over Temporally Structured Data. 3576-3585 - Arman Cohan, Waleed Ammar, Madeleine van Zuylen, Field Cady:
Structural Scaffolds for Citation Intent Classification in Scientific Publications. 3586-3596 - Mandar Joshi, Eunsol Choi, Omer Levy, Daniel S. Weld, Luke Zettlemoyer:
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference. 3597-3608 - Ashutosh Kumar, Satwik Bhattamishra, Manik Bhandari, Partha P. Talukdar:
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation. 3609-3619 - Diyi Yang, Jiaao Chen, Zichao Yang, Dan Jurafsky, Eduard H. Hovy:
Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms. 3620-3630 - Ignacio Cases, Clemens Rosenbaum, Matthew Riemer, Atticus Geiger, Tim Klinger, Alex Tamkin, Olivia Li, Sandhini Agarwal, Joshua D. Greene, Dan Jurafsky, Christopher Potts, Lauri Karttunen:
Recursive Routing Networks: Learning to Compose Modules for Language Understanding. 3631-3648 - Marco Damonte, Shay B. Cohen:
Structural Neural Encoders for AMR-to-text Generation. 3649-3658 - Kathleen C. Fraser, Nicklas Linz, Bai Li, Kristina Lundholm Fors, Frank Rudzicz, Alexandra König, Jan Alexandersson, Philippe H. Robert, Dimitrios Kokkinakis:
Multilingual prediction of Alzheimer's disease through domain adaptation and concept-based language modelling. 3659-3670 - Debjit Paul, Anette Frank:
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs. 3671-3681 - Amy L. Olex, Luke Maffey, Bridget T. McInnes:
NLP Whack-A-Mole: Challenges in Cross-Domain Temporal Expression Extraction. 3682-3692 - Robin Jia, Cliff Wong, Hoifung Poon:
Document-Level N-ary Relation Extraction with Multiscale Representation Learning. 3693-3704 - Eric Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace:
Inferring Which Medical Treatments Work from Reports of Clinical Trials. 3705-3717 - Jonggu Kim, Jong-Hyeok Lee:
Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding. 3718-3726 - Vipul Raheja, Joel R. Tetreault:
Dialogue Act Classification with Context-Aware Self-Attention. 3727-3733 - Pierre Colombo, Wojciech Witon, Ashutosh Modi, James Kennedy, Mubbasir Kapadia:
Affect-Driven Dialog Generation. 3734-3743 - Revanth Reddy, Danish Contractor, Dinesh Raghu, Sachindra Joshi:
Multi-Level Memory for Task Oriented Dialogs. 3744-3754 - Pooja Chitkara, Ashutosh Modi, Pravalika Avvaru, Sepehr Janghorbani, Mubbasir Kapadia:
Topic Spotting using Hierarchical Networks with Self Attention. 3755-3761 - Wenchao Du, Alan W. Black:
Top-Down Structurally-Constrained Neural Response Generation with Lexicalized Probabilistic Context-Free Grammar. 3762-3771 - Laura Aina, Carina Silberer, Ionut-Teodor Sorodoc, Matthijs Westera, Gemma Boleda:
What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue. 3772-3783 - Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim:
Continuous Learning for Large-scale Personalized Domain Classification. 3784-3794 - Sebastian Schuster, Sonal Gupta, Rushin Shah, Mike Lewis:
Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog. 3795-3805 - Nouha Dziri, Ehsan Kamalloo, Kory W. Mathewson, Osmar R. Zaïane:
Evaluating Coherence in Dialogue Systems using Entailment. 3806-3812 - Siddhartha Arora, Mitesh M. Khapra, Harish G. Ramaswamy:
On Knowledge distillation from complex networks for response prediction. 3813-3822 - Lifu Huang, Heng Ji, Jonathan May:
Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging. 3823-3833 - Benjamin Marie, Atsushi Fujita:
Unsupervised Extraction of Partial Translations for Neural Machine Translation. 3834-3844 - Mohammad Sadegh Rasooli, Michael Collins:
Low-Resource Syntactic Transfer with Unsupervised Source Reordering. 3845-3856 - Tasnim Mohiuddin, Shafiq R. Joty:
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training. 3857-3867 - V. Rudra Murthy, Anoop Kunchukuttan, Pushpak Bhattacharyya:
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages. 3868-3873 - Roee Aharoni, Melvin Johnson, Orhan Firat:
Massively Multilingual Neural Machine Translation. 3874-3884 - Marcel Bollmann:
A Large-Scale Comparison of Historical Text Normalization Systems. 3885-3898 - Michael Roth, Shyam Upadhyay:
Combining Discourse Markers and Cross-lingual Embeddings for Synonym-Antonym Classification. 3899-3905 - Hanan Aldarmaki, Mona T. Diab:
Context-Aware Cross-Lingual Mapping. 3906-3911 - Phoebe Mulcaire, Jungo Kasai, Noah A. Smith:
Polyglot Contextual Representations Improve Crosslingual Transfer. 3912-3918 - Manon Scholivet, Franck Dary, Alexis Nasr, Benoît Favre, Carlos Ramisch:
Typological Features for Multilingual Delexicalised Dependency Parsing. 3919-3930 - Alexander LeClair, Collin McMillan:
Recommendations for Datasets for Source Code Summarization. 3931-3937 - Matan Eyal, Tal Baumel, Michael Elhadad:
Question Answering as an Automatic Evaluation Metric for News Article Summarization. 3938-3948 - Krtin Kumar, Jackie Chi Kit Cheung:
Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples. 3949-3954 - Afonso Mendes, Shashi Narayan, Sebastião Miranda, Zita Marinho, André F. T. Martins, Shay B. Cohen:
Jointly Extracting and Compressing Documents with Summary State Representations. 3955-3966 - Sanjeev Kumar Karn, Mark Buckley, Ulli Waltinger, Hinrich Schütze:
News Article Teaser Tweets and How to Generate Them. 3967-3977 - Jeffrey Lund, Piper Armstrong, Wilson Fearn, Stephen Cowley, Emily Hales, Kevin D. Seppi:
Cross-referencing Using Fine-grained Topic Modeling. 3978-3987 - Satoshi Akasaki, Nobuhiro Kaji:
Conversation Initiation by Diverse News Contents Introduction. 3988-3998 - Sho Takase, Naoaki Okazaki:
Positional Encoding to Control Output Sequence Length. 3999-4004 - Chao Wang, Hui Jiang:
The Lower The Simpler: Simplifying Hierarchical Recurrent Models. 4005-4009 - Rajkumar Pujari, Dan Goldwasser:
Using Natural Language Relations between Answer Choices for Machine Comprehension. 4010-4015 - Reza Ghaeini, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli:
Saliency Learning: Teaching the Model Where to Pay Attention. 4016-4025 - Jifan Chen, Greg Durrett:
Understanding Dataset Design Choices for Multi-hop Reasoning. 4026-4032 - Felix Stahlberg, Christopher Bryant, Bill Byrne:
Neural Grammatical Error Correction with Finite State Transducers. 4033-4039 - Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu:
Convolutional Self-Attention Networks. 4040-4045 - Ashutosh Adhikari, Achyudh Ram, Raphael Tang, Jimmy Lin:
Rethinking Complex Neural Network Architectures for Document Classification. 4046-4051 - Sergey Edunov, Alexei Baevski, Michael Auli:
Pre-trained language model representations for language generation. 4052-4059 - Sheng Shen, Daniel Fried, Jacob Andreas, Dan Klein:
Pragmatically Informative Text Generation. 4060-4067 - Hareesh Bahuleyan, Lili Mou, Hao Zhou, Olga Vechtomova:
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation. 4068-4076 - Yonatan Bisk, Jan Buys, Karl Pichotta, Yejin Choi:
Benchmarking Hierarchical Script Knowledge. 4077-4085 - Cory Shain:
A large-scale study of the effects of word frequency and predictability in naturalistic reading. 4086-4094 - Akshay Budhkar, Frank Rudzicz:
Augmenting word2vec with latent Dirichlet allocation within a clinical application. 4095-4099 - Shijia Liu, Hongyuan Mei, Adina Williams, Ryan Cotterell:
On the Idiosyncrasies of the Mandarin Chinese Classifier System. 4100-4106 - Sara Meftah, Youssef Tamaazousti, Nasredine Semmar, Hassane Essafi, Fatiha Sadat:
Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging. 4107-4112 - Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen:
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. 4113-4118 - Toms Bergmanis, Sharon Goldwater:
Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text. 4119-4128 - John Hewitt, Christopher D. Manning:
A Structural Probe for Finding Syntax in Word Representations. 4129-4138 - Qiuchi Li, Benyou Wang, Massimo Melucci:
CNM: An Interpretable Complex-valued Network for Matching. 4139-4148 - Alon Talmor, Jonathan Herzig, Nicholas Lourie, Jonathan Berant:
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge. 4149-4158 - Ozan Caglayan, Pranava Madhyastha, Lucia Specia, Loïc Barrault:
Probing the Need for Visual Context in Multimodal Machine Translation. 4159-4170 - Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova:
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. 4171-4186 - Alexey Romanov, Maria De-Arteaga, Hanna M. Wallach, Jennifer T. Chayes, Christian Borgs, Alexandra Chouldechova, Sahin Cem Geyik, Krishnaram Kenthapadi, Anna Rumshisky, Adam Kalai:
What's in a Name? Reducing Bias in Bios without Access to Protected Attributes. 4187-4195
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