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title: "NAACL 2019 — all accepted papers, page 2 — Elamur Research"
description: "All 481 papers of NAACL 2019 · page 2 of 5, the most cited first; those with our summary link to it."
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# NAACL 2019: all accepted papers

481 papers · page 2 of 5 · the most cited first · [← NAACL 2019](https://md.research.elamur.ai/free/en/venues/naacl/2019/)

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101. **[Short-Term Meaning Shift: A Distributional Exploration ↗](https://aclanthology.org/N19-1210/)**Marco Del Tredici, Raquel Fernández, Gemma Boleda*77 citations*
102. **[Structural Neural Encoders for AMR-to-text Generation ↗](https://aclanthology.org/N19-1366/)**Marco Damonte, Shay B. Cohen*76 citations*
103. **[Evaluating Style Transfer for Text](https://md.research.elamur.ai/free/en/papers/mir-2019-evaluating-style-transfer-text/)**Remi Mir, Bjarke Felbo, Nick Obradovich et al.*72 citations · our summary*
104. **[Polyglot Contextual Representations Improve Crosslingual Transfer ↗](https://aclanthology.org/N19-1392/)**Phoebe Mulcaire, Jungo Kasai, Noah A. Smith*72 citations*
105. **[A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations ↗](https://aclanthology.org/N19-1254/)**Mingda Chen, Qingming Tang, Sam Wiseman et al.*70 citations*
106. **[Code-Switching for Enhancing NMT with Pre-Specified Translation ↗](https://aclanthology.org/N19-1044/)**Kai Song, Yue Zhang, Heng Yu et al.*68 citations*
107. **[Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms ↗](https://aclanthology.org/N19-1364/)**Diyi Yang, Jiaao Chen, Zichao Yang et al.*68 citations*
108. **[Incorporating Emoji Descriptions Improves Tweet Classification ↗](https://aclanthology.org/N19-1214/)**Abhishek Singh, Eduardo Blanco, Wei Jin*67 citations*
109. **[Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications ↗](https://aclanthology.org/N19-1337/)**Pouya Pezeshkpour, Yifan Tian, Sameer Singh*67 citations*
110. **[Massively Multilingual Adversarial Speech Recognition ↗](https://aclanthology.org/N19-1009/)**Oliver Adams, Matthew Wiesner, Shinji Watanabe et al.*67 citations*
111. **[Topic-Guided Variational Auto-Encoder for Text Generation ↗](https://aclanthology.org/N19-1015/)**Wenlin Wang, Zhe Gan, Hongteng Xu et al.*65 citations*
112. **[Correlation Coefficients and Semantic Textual Similarity ↗](https://aclanthology.org/N19-1100/)**Vitalii Zhelezniak, Aleksandar Savkov, April Shen et al.*64 citations*
113. **[Learning to Denoise Distantly-Labeled Data for Entity Typing ↗](https://aclanthology.org/N19-1250/)**Yasumasa Onoe, Greg Durrett*63 citations*
114. **[A Robust Abstractive System for Cross-Lingual Summarization ↗](https://aclanthology.org/N19-1204/)**Jessica Ouyang, Boya Song, Kathy McKeown*61 citations*
115. **[Box of Lies: Multimodal Deception Detection in Dialogues ↗](https://aclanthology.org/N19-1175/)**Felix Soldner, Verónica Pérez-Rosas, Rada Mihalcea*61 citations*
116. **[Reinforcement Learning based Curriculum Optimization for Neural Machine Translation ↗](https://aclanthology.org/N19-1208/)**Gaurav Kumar, George Foster, Colin Cherry et al.*61 citations*
117. **[Viable Dependency Parsing as Sequence Labeling ↗](https://aclanthology.org/N19-1077/)**Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez*61 citations*
118. **[Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory ↗](https://aclanthology.org/N19-1124/)**Deng Cai, Yan Wang, Wei Bi et al.*60 citations*
119. **[Consistency by Agreement in Zero-Shot Neural Machine Translation ↗](https://aclanthology.org/N19-1121/)**Maruan Al-Shedivat, Ankur Parikh*59 citations*
120. **[Shifting the Baseline: Single Modality Performance on Visual Navigation & QA ↗](https://aclanthology.org/N19-1197/)**Jesse Thomason, Daniel Gordon, Yonatan Bisk*59 citations*
121. **[Improving Robustness of Machine Translation with Synthetic Noise ↗](https://aclanthology.org/N19-1190/)**Vaibhav, Sumeet Singh, Craig Stewart et al.*58 citations*
122. **[Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media ↗](https://aclanthology.org/N19-1216/)**Ramy Baly, Georgi Karadzhov, Abdelrhman Saleh et al.*57 citations*
123. **[Structural Supervision Improves Learning of Non-Local Grammatical Dependencies ↗](https://aclanthology.org/N19-1334/)**Ethan Wilcox, Peng Qian, Richard Futrell et al.*57 citations*
124. **[Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations ↗](https://aclanthology.org/N19-1118/)**Meishan Zhang, Zhenghua Li, Guohong Fu et al.*57 citations*
125. **[A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC ↗](https://aclanthology.org/N19-1241/)**Mark Yatskar*56 citations*
126. **[Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing ↗](https://aclanthology.org/N19-1084/)**Wenhan Xiong, Jiawei Wu, Deren Lei et al.*56 citations*
127. **[Pun Generation with Surprise ↗](https://aclanthology.org/N19-1172/)**He He, Nanyun Peng, Percy Liang*55 citations*
128. **[Question Answering by Reasoning Across Documents with Graph Convolutional Networks](https://md.research.elamur.ai/free/en/papers/cao-2019-question-answering-reasoning-across-documents/)**Nicola De Cao, Wilker Aziz, Ivan Titov*55 citations · our summary*
129. **[An annotated dataset of literary entities](https://md.research.elamur.ai/free/en/papers/bamman-2019-annotated-dataset-literary-entities/)**David Bamman, Sejal Popat, Sheng Shen*54 citations · our summary*
130. **[Biomedical Event Extraction based on Knowledge-driven Tree-LSTM ↗](https://aclanthology.org/N19-1145/)**Diya Li, Lifu Huang, Heng Ji et al.*54 citations*
131. **[Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification ↗](https://aclanthology.org/N19-1317/)**Reno Kriz, João Sedoc, Marianna Apidianaki et al.*54 citations*
132. **[Misspelling Oblivious Word Embeddings ↗](https://aclanthology.org/N19-1326/)**Aleksandra Piktus, Necati Bora Edizel, Piotr Bojanowski et al.*54 citations*
133. **[Something's Brewing! Early Prediction of Controversy-causing Posts from Discussion Features ↗](https://aclanthology.org/N19-1166/)**Jack Hessel, Lillian Lee*54 citations*
134. **[Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation ↗](https://aclanthology.org/N19-4016/)**Seraphina Goldfarb-Tarrant, Haining Feng, Nanyun Peng*53 citations*
135. **[An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction ↗](https://aclanthology.org/N19-1292/)**Wang Chen, Hou Pong Chan, Piji Li et al.*52 citations*
136. **[ExCL: Extractive Clip Localization Using Natural Language Descriptions ↗](https://aclanthology.org/N19-1198/)**Soham Ghosh, Anuva Agarwal, Zarana Parekh et al.*52 citations*
137. **[HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition ↗](https://aclanthology.org/N19-1037/)**Wenxiang Jiao, Haiqin Yang, Irwin King et al.*51 citations*
138. **[SEQ\textasciicircum3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression ↗](https://aclanthology.org/N19-1071/)**Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas et al.*51 citations*
139. **[“President Vows to Cut \ensuremath\<Taxes\ensuremath> Hair”: Dataset and Analysis of Creative Text Editing for Humorous Headlines ↗](https://aclanthology.org/N19-1012/)**Nabil Hossain, John Krumm, Michael Gamon*51 citations*
140. **[Subword Encoding in Lattice LSTM for Chinese Word Segmentation ↗](https://aclanthology.org/N19-1278/)**Jie Yang, Yue Zhang, Shuailong Liang*50 citations*
141. **[A Large-Scale Comparison of Historical Text Normalization Systems](https://md.research.elamur.ai/free/en/papers/bollmann-2019-large-scale-comparison-historical-text/)**Marcel Bollmann*49 citations · our summary*
142. **[Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation ↗](https://aclanthology.org/N19-1072/)**Ori Shapira, David Gabay, Yang Gao et al.*49 citations*
143. **[GraphIE: A Graph-Based Framework for Information Extraction ↗](https://aclanthology.org/N19-1082/)**Yujie Qian, Enrico Santus, Zhijing Jin et al.*49 citations*
144. **[Left-to-Right Dependency Parsing with Pointer Networks ↗](https://aclanthology.org/N19-1076/)**Daniel Fernández-González, Carlos Gómez-Rodríguez*49 citations*
145. **[Adversarial Category Alignment Network for Cross-domain Sentiment Classification ↗](https://aclanthology.org/N19-1258/)**Xiaoye Qu, Zhikang Zou, Yu Cheng et al.*47 citations*
146. **[White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks ↗](https://aclanthology.org/N19-1139/)**Yotam Gil, Yoav Chai, Or Gorodissky et al.*47 citations*
147. **[Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent ↗](https://aclanthology.org/N19-1336/)**Minhao Cheng, Wei Wei, Cho-Jui Hsieh*46 citations*
148. **[Event Detection without Triggers ↗](https://aclanthology.org/N19-1080/)**Shulin Liu, Yang Li, Feng Zhang et al.*45 citations*
149. **[Pragmatically Informative Text Generation](https://md.research.elamur.ai/free/en/papers/shen-2019-pragmatically-informative-text-generation/)**Sheng Shen, Daniel Fried, Jacob Andreas et al.*45 citations · our summary*
150. **[pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference ↗](https://aclanthology.org/N19-1362/)**Mandar Joshi, Eunsol Choi, Omer Levy et al.*45 citations*
151. **[A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation](https://md.research.elamur.ai/free/en/papers/poesio-2019-crowdsourced-corpus-multiple-judgments-disagreement/)**Massimo Poesio, Jon Chamberlain, Silviu Paun et al.*44 citations · our summary*
152. **[Description-Based Zero-shot Fine-Grained Entity Typing ↗](https://aclanthology.org/N19-1087/)**Rasha Obeidat, Xiaoli Fern, Hamed Shahbazi et al.*44 citations*
153. **[Hierarchical User and Item Representation with Three-Tier Attention for Recommendation ↗](https://aclanthology.org/N19-1180/)**Chuhan Wu, Fangzhao Wu, Junxin Liu et al.*44 citations*
154. **[Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data ↗](https://aclanthology.org/N19-1085/)**Yin Jou Huang, Jing Lu, Sadao Kurohashi et al.*44 citations*
155. **[Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat ↗](https://aclanthology.org/N19-1265/)**Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner et al.*43 citations*
156. **[Learning to Describe Unknown Phrases with Local and Global Contexts ↗](https://aclanthology.org/N19-1350/)**Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga et al.*43 citations*
157. **[Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension ↗](https://aclanthology.org/N19-1271/)**Yichong Xu, Xiaodong Liu, Yelong Shen et al.*43 citations*
158. **[Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media ↗](https://aclanthology.org/N19-1140/)**Shi Zong, Alan Ritter, Graham Mueller et al.*42 citations*
159. **[ChatEval: A Tool for Chatbot Evaluation ↗](https://aclanthology.org/N19-4011/)**João Sedoc, Daphne Ippolito, Arun Kirubarajan et al.*42 citations*
160. **[Dialogue Act Classification with Context-Aware Self-Attention](https://md.research.elamur.ai/free/en/papers/raheja-2019-dialogue-act-classification-context-aware/)**Vipul Raheja, Joel Tetreault*42 citations · our summary*
161. **[Neural Text Normalization with Subword Units ↗](https://aclanthology.org/N19-2024/)**Courtney Mansfield, Ming Sun, Yuzong Liu et al. · Human Language Technologies, Volume 2 (Industry Papers*42 citations*
162. **[Repurposing Entailment for Multi-Hop Question Answering Tasks ↗](https://aclanthology.org/N19-1302/)**Harsh Trivedi, Heeyoung Kwon, Tushar Khot et al.*42 citations*
163. **[Scaling Multi-Domain Dialogue State Tracking via Query Reformulation ↗](https://aclanthology.org/N19-2013/)**Pushpendre Rastogi, Arpit Gupta, Tongfei Chen et al. · Human Language Technologies, Volume 2 (Industry Papers*42 citations*
164. **[Text Generation with Exemplar-based Adaptive Decoding ↗](https://aclanthology.org/N19-1263/)**Hao Peng, Ankur Parikh, Manaal Faruqui et al.*42 citations*
165. **[Does My Rebuttal Matter? Insights from a Major NLP Conference ↗](https://aclanthology.org/N19-1129/)**Yang Gao, Steffen Eger, Ilia Kuznetsov et al.*41 citations*
166. **[Generating Token-Level Explanations for Natural Language Inference ↗](https://aclanthology.org/N19-1101/)**James Thorne, Andreas Vlachos, Christos Christodoulopoulos et al.*41 citations*
167. **[Iterative Search for Weakly Supervised Semantic Parsing ↗](https://aclanthology.org/N19-1273/)**Pradeep Dasigi, Matt Gardner, Shikhar Murty et al.*41 citations*
168. **[Adversarial Decomposition of Text Representation ↗](https://aclanthology.org/N19-1088/)**Alexey Romanov, Anna Rumshisky, Anna Rogers et al.*40 citations*
169. **[Continual Learning for Sentence Representations Using Conceptors ↗](https://aclanthology.org/N19-1331/)**Tianlin Liu, Lyle Ungar, João Sedoc*40 citations*
170. **[CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition ↗](https://aclanthology.org/N19-1342/)**Yuying Zhu, Guoxin Wang*39 citations*
171. **[Tweet Stance Detection Using an Attention based Neural Ensemble Model](https://md.research.elamur.ai/free/en/papers/siddiqua-2019-tweet-stance-detection-attention-based/)**Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono*39 citations · our summary*
172. **[Information Aggregation for Multi-Head Attention with Routing-by-Agreement ↗](https://aclanthology.org/N19-1359/)**Jian Li, Baosong Yang, Zi-Yi Dou et al.*38 citations*
173. **[Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages ↗](https://aclanthology.org/N19-1387/)**Rudra Murthy, Anoop Kunchukuttan, Pushpak Bhattacharyya*37 citations*
174. **[Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages ↗](https://aclanthology.org/N19-1356/)**Shauli Ravfogel, Yoav Goldberg, Tal Linzen*37 citations*
175. **[A large-scale study of the effects of word frequency and predictability in naturalistic reading ↗](https://aclanthology.org/N19-1413/)**Cory Shain*36 citations*
176. **[Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts ↗](https://aclanthology.org/N19-1048/)**Timo Schick, Hinrich Schütze*36 citations*
177. **[Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation ↗](https://aclanthology.org/N19-1120/)**Jiawei Wu, Xin Wang, William Yang Wang*36 citations*
178. **[FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase ↗](https://aclanthology.org/N19-1028/)**Kelvin Jiang, Dekun Wu, Hui Jiang*36 citations*
179. **[Guiding Extractive Summarization with Question-Answering Rewards ↗](https://aclanthology.org/N19-1264/)**Kristjan Arumae, Fei Liu*36 citations*
180. **[Context-Aware Cross-Lingual Mapping ↗](https://aclanthology.org/N19-1391/)**Hanan Aldarmaki, Mona Diab*35 citations*
181. **[Cooperative Learning of Disjoint Syntax and Semantics ↗](https://aclanthology.org/N19-1115/)**Serhii Havrylov, Germán Kruszewski, Armand Joulin*35 citations*
182. **[Improving Domain Adaptation Translation with Domain Invariant and Specific Information ↗](https://aclanthology.org/N19-1312/)**Shuhao Gu, Yang Feng, Qun Liu*35 citations*
183. **[Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition ↗](https://aclanthology.org/N19-1117/)**Angli Liu, Jingfei Du, Veselin Stoyanov*35 citations*
184. **[Unsupervised Dialog Structure Learning ↗](https://aclanthology.org/N19-1178/)**Weiyan Shi, Tiancheng Zhao, Zhou Yu*35 citations*
185. **[Answer-based Adversarial Training for Generating Clarification Questions ↗](https://aclanthology.org/N19-1013/)**Sudha Rao, Hal Daumé III*34 citations*
186. **[Incorporating Context and External Knowledge for Pronoun Coreference Resolution](https://md.research.elamur.ai/free/en/papers/zhang-2019-incorporating-context-external-knowledge-pronoun/)**Hongming Zhang, Yan Song, Yangqiu Song*34 citations · our summary*
187. **[Mining Discourse Markers for Unsupervised Sentence Representation Learning](https://md.research.elamur.ai/free/en/papers/sileo-2019-mining-discourse-markers-unsupervised-sentence/)**Damien Sileo, Tim Van De Cruys, Camille Pradel et al.*34 citations · our summary*
188. **[Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs ↗](https://aclanthology.org/N19-1368/)**Debjit Paul, Anette Frank*34 citations*
189. **[Using Similarity Measures to Select Pretraining Data for NER ↗](https://aclanthology.org/N19-1149/)**Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.*34 citations*
190. **[Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features ↗](https://aclanthology.org/N19-2008/)**Wei Yang, Luchen Tan, Chunwei Lu et al. · Human Language Technologies, Volume 2 (Industry Papers*33 citations*
191. **[Evaluating Rewards for Question Generation Models ↗](https://aclanthology.org/N19-1237/)**Tom Hosking, Sebastian Riedel*33 citations*
192. **[Online Distilling from Checkpoints for Neural Machine Translation ↗](https://aclanthology.org/N19-1192/)**Hao-Ran Wei, Shujian Huang, Ran Wang et al.*33 citations*
193. **[Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training ↗](https://aclanthology.org/N19-1386/)**Tasnim Mohiuddin, Shafiq Joty*33 citations*
194. **[Better Word Embeddings by Disentangling Contextual n-Gram Information ↗](https://aclanthology.org/N19-1098/)**Prakhar Gupta, Matteo Pagliardini, Martin Jaggi*32 citations*
195. **[Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction ↗](https://aclanthology.org/N19-1323/)**Peng Xu, Denilson Barbosa*32 citations*
196. **[Fixed That for You: Generating Contrastive Claims with Semantic Edits ↗](https://aclanthology.org/N19-1174/)**Christopher Hidey, Kathy McKeown*32 citations*
197. **[Microblog Hashtag Generation via Encoding Conversation Contexts ↗](https://aclanthology.org/N19-1164/)**Yue Wang, Jing Li, Irwin King et al.*32 citations*
198. **[Outlier Detection for Improved Data Quality and Diversity in Dialog Systems ↗](https://aclanthology.org/N19-1051/)**Stefan Larson, Anish Mahendran, Andrew Lee et al.*32 citations*
199. **[Abusive Language Detection with Graph Convolutional Networks ↗](https://aclanthology.org/N19-1221/)**Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis et al.*31 citations*
200. **[An Effective Label Noise Model for DNN Text Classification ↗](https://aclanthology.org/N19-1328/)**Ishan Jindal, Daniel Pressel, Brian Lester et al.*31 citations*

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