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title: "EMNLP 2017 — all accepted papers, page 2 — Elamur Research"
description: "All 351 papers of EMNLP 2017 · page 2 of 4, the most cited first; those with our summary link to it."
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# EMNLP 2017: all accepted papers

351 papers · page 2 of 4 · the most cited first · [← EMNLP 2017](https://md.research.elamur.ai/free/en/venues/emnlp/2017/)

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101. **[Extractive Summarization Using Multi-Task Learning with Document Classification ↗](https://aclanthology.org/D17-1223/)**Masaru Isonuma, Toru Fujino, Junichiro Mori et al.*81 citations*
102. **[Argument Mining on Twitter: Arguments, Facts and Sources ↗](https://aclanthology.org/D17-1245/)**Mihai Dusmanu, Elena Cabrio, Serena Villata*80 citations*
103. **[Connotation Frames of Power and Agency in Modern Films ↗](https://aclanthology.org/D17-1247/)**Maarten Sap, Marcella Cindy Prasettio, Ari Holtzman et al.*80 citations*
104. **[Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems ↗](https://aclanthology.org/D17-1233/)**Lili Yao, Yaoyuan Zhang, Yansong Feng et al.*80 citations*
105. **[Cross-domain Semantic Parsing via Paraphrasing ↗](https://aclanthology.org/D17-1127/)**Yu Su, Xifeng Yan*79 citations*
106. **[Split and Rephrase ↗](https://aclanthology.org/D17-1064/)**Shashi Narayan, Claire Gardent, Shay B. Cohen et al.*79 citations*
107. **[Identifying the Provision of Choices in Privacy Policy Text ↗](https://aclanthology.org/D17-1294/)**Kanthashree Mysore Sathyendra, Shomir Wilson, Florian Schaub et al.*78 citations*
108. **[Scientific Information Extraction with Semi-supervised Neural Tagging ↗](https://aclanthology.org/D17-1279/)**Yi Luan, Mari Ostendorf, Hannaneh Hajishirzi*77 citations*
109. **[Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora ↗](https://aclanthology.org/D17-1319/)**Hainan Xu, Philipp Koehn*75 citations*
110. **[How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT](https://md.research.elamur.ai/free/en/papers/morey-2017-how-much-progress-have-we/)**Mathieu Morey, Philippe Muller, Nicholas Asher*74 citations · our summary*
111. **[A Joint Sequential and Relational Model for Frame-Semantic Parsing](https://md.research.elamur.ai/free/en/papers/yang-2017-joint-sequential-relational-model-frame/)**Bishan Yang, Tom Mitchell*73 citations · our summary*
112. **[High-risk learning: acquiring new word vectors from tiny data ↗](https://aclanthology.org/D17-1030/)**Aurélie Herbelot, Marco Baroni*72 citations*
113. **[Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision ↗](https://aclanthology.org/D17-1052/)**Leyi Wang, Rui Xia*72 citations*
114. **[Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning ↗](https://aclanthology.org/D17-1158/)**Tobias Domhan, Felix Hieber*72 citations*
115. **[A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances ↗](https://aclanthology.org/D17-1123/)**Chengyu Wang, Xiaofeng He, Aoying Zhou*71 citations*
116. **[Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach ↗](https://aclanthology.org/D17-1005/)**Liyuan Liu, Xiang Ren, Qi Zhu et al.*71 citations*
117. **[Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection ↗](https://aclanthology.org/D17-1162/)**Marek Rei, Luana Bulat, Douwe Kiela et al.*70 citations*
118. **[Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks ↗](https://aclanthology.org/D17-1282/)**Peng-Hsuan Li, Ruo-Ping Dong, Yu-Siang Wang et al.*70 citations*
119. **[Universal Semantic Parsing ↗](https://aclanthology.org/D17-1009/)**Siva Reddy, Oscar Täckström, Slav Petrov et al.*69 citations*
120. **[Graph Convolutional Encoders for Syntax-aware Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/bastings-2017-graph-convolutional-encoders-syntax-aware/)**Jasmijn Bastings, Ivan Titov, Wilker Aziz et al.*68 citations · our summary*
121. **[Joint Concept Learning and Semantic Parsing from Natural Language Explanations ↗](https://aclanthology.org/D17-1161/)**Shashank Srivastava, Igor Labutov, Tom Mitchell*68 citations*
122. **[Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators ↗](https://aclanthology.org/D17-1276/)**Aldrian Obaja Muis, Wei Lu*68 citations*
123. **[Reference-Aware Language Models ↗](https://aclanthology.org/D17-1197/)**Zichao Yang, Phil Blunsom, Chris Dyer et al.*68 citations*
124. **[Hierarchically-Attentive RNN for Album Summarization and Storytelling ↗](https://aclanthology.org/D17-1101/)**Licheng Yu, Mohit Bansal, Tamara Berg*67 citations*
125. **[Interactive Visualization and Manipulation of Attention-based Neural Machine Translation ↗](https://aclanthology.org/D17-2021/)**Jaesong Lee, Joong-Hwi Shin, Jun-Seok Kim · System Demonstrations*67 citations*
126. **[Rotated Word Vector Representations and their Interpretability ↗](https://aclanthology.org/D17-1041/)**Sungjoon Park, JinYeong Bak, Alice Oh*67 citations*
127. **[Neural Lattice-to-Sequence Models for Uncertain Inputs ↗](https://aclanthology.org/D17-1145/)**Matthias Sperber, Graham Neubig, Jan Niehues et al.*66 citations*
128. **[Identifying Semantic Edit Intentions from Revisions in Wikipedia ↗](https://aclanthology.org/D17-1213/)**Diyi Yang, Aaron Halfaker, Robert Kraut et al.*65 citations*
129. **[Steering Output Style and Topic in Neural Response Generation ↗](https://aclanthology.org/D17-1228/)**Di Wang, Nebojsa Jojic, Chris Brockett et al.*64 citations*
130. **[Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture ↗](https://aclanthology.org/D17-1092/)**Yuanliang Meng, Anna Rumshisky, Alexey Romanov*64 citations*
131. **[AMR Parsing using Stack-LSTMs ↗](https://aclanthology.org/D17-1130/)**Miguel Ballesteros, Yaser Al-Onaizan*63 citations*
132. **[Initializing Convolutional Filters with Semantic Features for Text Classification ↗](https://aclanthology.org/D17-1201/)**Shen Li, Zhe Zhao, Tao Liu et al.*61 citations*
133. **[Effective Inference for Generative Neural Parsing ↗](https://aclanthology.org/D17-1178/)**Mitchell Stern, Daniel Fried, Dan Klein*60 citations*
134. **[Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events](https://md.research.elamur.ai/free/en/papers/choubey-2017-event-coreference-resolution-iteratively-unfolding/)**Prafulla Kumar Choubey, Ruihong Huang*60 citations · our summary*
135. **[Obj2Text: Generating Visually Descriptive Language from Object Layouts ↗](https://aclanthology.org/D17-1017/)**Xuwang Yin, Vicente Ordonez*60 citations*
136. **[Cross-lingual Character-Level Neural Morphological Tagging ↗](https://aclanthology.org/D17-1078/)**Ryan Cotterell, Georg Heigold*59 citations*
137. **[Here's My Point: Joint Pointer Architecture for Argument Mining ↗](https://aclanthology.org/D17-1143/)**Peter Potash, Alexey Romanov, Anna Rumshisky*59 citations*
138. **[Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics ↗](https://aclanthology.org/D17-1023/)**Zhe Zhao, Tao Liu, Shen Li et al.*59 citations*
139. **[Argotario: Computational Argumentation Meets Serious Games ↗](https://aclanthology.org/D17-2002/)**Ivan Habernal, Raffael Hannemann, Christian Pollak et al. · System Demonstrations*58 citations*
140. **[Neural Machine Translation with Source Dependency Representation ↗](https://aclanthology.org/D17-1304/)**Kehai Chen, Rui Wang, Masao Utiyama et al.*58 citations*
141. **[Neural Machine Translation with Source-Side Latent Graph Parsing ↗](https://aclanthology.org/D17-1012/)**Kazuma Hashimoto, Yoshimasa Tsuruoka*58 citations*
142. **[Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data ↗](https://aclanthology.org/D17-1008/)**Tommaso Pasini, Roberto Navigli*58 citations*
143. **[Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for Arabic](https://md.research.elamur.ai/free/en/papers/zalmout-2017-don-t-throw-those-morphological/)**Nasser Zalmout, Nizar Habash*57 citations · our summary*
144. **[Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features ↗](https://aclanthology.org/D17-1211/)**Fan Yang, Arjun Mukherjee, Eduard Dragut*57 citations*
145. **[Trainable Greedy Decoding for Neural Machine Translation ↗](https://aclanthology.org/D17-1210/)**Jiatao Gu, Kyunghyun Cho, Victor O.K. Li*56 citations*
146. **[Translating Phrases in Neural Machine Translation ↗](https://aclanthology.org/D17-1149/)**Xing Wang, Zhaopeng Tu, Deyi Xiong et al.*56 citations*
147. **[Adapting Sequence Models for Sentence Correction ↗](https://aclanthology.org/D17-1298/)**Allen Schmaltz, Yoon Kim, Alexander Rush et al.*55 citations*
148. **[Identifying attack and support argumentative relations using deep learning ↗](https://aclanthology.org/D17-1144/)**Oana Cocarascu, Francesca Toni*55 citations*
149. **[A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output ↗](https://aclanthology.org/D17-1299/)**Xing Niu, Marianna Martindale, Marine Carpuat*54 citations*
150. **[When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size) ↗](https://aclanthology.org/D17-1227/)**Liang Huang, Kai Zhao, Mingbo Ma*54 citations*
151. **[Shortest-Path Graph Kernels for Document Similarity ↗](https://aclanthology.org/D17-1202/)**Giannis Nikolentzos, Polykarpos Meladianos, François Rousseau et al.*53 citations*
152. **[SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations ↗](https://aclanthology.org/D17-1069/)**Dheeraj Mekala, Vivek Gupta, Bhargavi Paranjape et al.*52 citations*
153. **[Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension ↗](https://aclanthology.org/D17-1087/)**David Golub, Po-Sen Huang, Xiaodong He et al.*52 citations*
154. **[A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events ↗](https://aclanthology.org/D17-1190/)**Prafulla Kumar Choubey, Ruihong Huang*49 citations*
155. **[Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set ↗](https://aclanthology.org/D17-1002/)**Tianze Shi, Liang Huang, Lillian Lee*49 citations*
156. **[Memory-augmented Neural Machine Translation ↗](https://aclanthology.org/D17-1146/)**Yang Feng, Shiyue Zhang, Andi Zhang et al.*49 citations*
157. **[Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension ↗](https://aclanthology.org/D17-1216/)**Hongyu Lin, Le Sun, Xianpei Han*49 citations*
158. **[Neural Sequence-Labelling Models for Grammatical Error Correction ↗](https://aclanthology.org/D17-1297/)**Helen Yannakoudakis, Marek Rei, Øistein E. Andersen et al.*48 citations*
159. **[QUINT: Interpretable Question Answering over Knowledge Bases ↗](https://aclanthology.org/D17-2011/)**Abdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya et al. · System Demonstrations*48 citations*
160. **[Getting the Most out of AMR Parsing ↗](https://aclanthology.org/D17-1129/)**Chuan Wang, Nianwen Xue*47 citations*
161. **[An analysis of eye-movements during reading for the detection of mild cognitive impairment ↗](https://aclanthology.org/D17-1107/)**Kathleen C. Fraser, Kristina Lundholm Fors, Dimitrios Kokkinakis et al.*46 citations*
162. **[Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks ↗](https://aclanthology.org/D17-1016/)**Afshin Rahimi, Timothy Baldwin, Trevor Cohn*46 citations*
163. **[Word-Context Character Embeddings for Chinese Word Segmentation ↗](https://aclanthology.org/D17-1079/)**Hao Zhou, Zhenting Yu, Yue Zhang et al.*46 citations*
164. **[Macro Grammars and Holistic Triggering for Efficient Semantic Parsing ↗](https://aclanthology.org/D17-1125/)**Yuchen Zhang, Panupong Pasupat, Percy Liang*44 citations*
165. **[Neural Machine Translation with Word Predictions ↗](https://aclanthology.org/D17-1013/)**Rongxiang Weng, Shujian Huang, Zaixiang Zheng et al.*44 citations*
166. **[No Need to Pay Attention: Simple Recurrent Neural Networks Work! ↗](https://aclanthology.org/D17-1307/)**Ferhan Ture, Oliver Jojic*44 citations*
167. **[Human Centered NLP with User-Factor Adaptation ↗](https://aclanthology.org/D17-1119/)**Veronica Lynn, Youngseo Son, Vivek Kulkarni et al.*43 citations*
168. **[Neural Machine Translation Leveraging Phrase-based Models in a Hybrid Search ↗](https://aclanthology.org/D17-1148/)**Leonard Dahlmann, Evgeny Matusov, Pavel Petrushkov et al.*43 citations*
169. **[Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association ↗](https://aclanthology.org/D17-1059/)**Yasheng Wang, Yang Zhang, Bing Liu*43 citations*
170. **[Zero-Shot Activity Recognition with Verb Attribute Induction ↗](https://aclanthology.org/D17-1099/)**Rowan Zellers, Yejin Choi*43 citations*
171. **[Transition-Based Disfluency Detection using LSTMs ↗](https://aclanthology.org/D17-1296/)**Shaolei Wang, Wanxiang Che, Yue Zhang et al.*42 citations*
172. **[Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings ↗](https://aclanthology.org/D17-1058/)**Raksha Sharma, Arpan Somani, Lakshya Kumar et al.*41 citations*
173. **[Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages ↗](https://aclanthology.org/D17-1011/)**Ehsaneddin Asgari, Hinrich Schütze*40 citations*
174. **[Chinese Zero Pronoun Resolution with Deep Memory Network](https://md.research.elamur.ai/free/en/papers/yin-2017-chinese-zero-pronoun-resolution-deep/)**Qingyu Yin, Yu Zhang, Weinan Zhang et al.*39 citations · our summary*
175. **[Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank](https://md.research.elamur.ai/free/en/papers/zhao-2017-joint-syntacto-discourse-parsing-syntacto/)**Kai Zhao, Liang Huang*39 citations · our summary*
176. **[Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction ↗](https://aclanthology.org/D17-1241/)**Tao Ding, Warren K. Bickel, Shimei Pan*39 citations*
177. **[Patterns of Argumentation Strategies across Topics ↗](https://aclanthology.org/D17-1141/)**Khalid Al-Khatib, Henning Wachsmuth, Matthias Hagen et al.*39 citations*
178. **[Using Argument-based Features to Predict and Analyse Review Helpfulness ↗](https://aclanthology.org/D17-1142/)**Haijing Liu, Yang Gao, Pin Lv et al.*39 citations*
179. **[Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia ↗](https://aclanthology.org/D17-1316/)**E. Darío Gutiérrez, Guillermo Cecchi, Cheryl Corcoran et al.*39 citations*
180. **[Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings ↗](https://aclanthology.org/D17-1257/)**Bofang Li, Tao Liu, Zhe Zhao et al.*38 citations*
181. **[A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings ↗](https://aclanthology.org/D17-1312/)**Wei Yang, Wei Lu, Vincent Zheng*37 citations*
182. **[Incremental Skip-gram Model with Negative Sampling ↗](https://aclanthology.org/D17-1037/)**Nobuhiro Kaji, Hayato Kobayashi*37 citations*
183. **[Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning ↗](https://aclanthology.org/D17-1260/)**Lu Chen, Xiang Zhou, Cheng Chang et al.*36 citations*
184. **[Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization ↗](https://aclanthology.org/D17-1221/)**Piji Li, Wai Lam, Lidong Bing et al.*36 citations*
185. **[From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems ↗](https://aclanthology.org/D17-1081/)**Mrinmaya Sachan, Kumar Dubey, Eric Xing*36 citations*
186. **[Video Highlight Prediction Using Audience Chat Reactions ↗](https://aclanthology.org/D17-1102/)**Cheng-Yang Fu, Joon Lee, Mohit Bansal et al.*36 citations*
187. **[An empirical study on the effectiveness of images in Multimodal Neural Machine Translation ↗](https://aclanthology.org/D17-1095/)**Jean-Benoit Delbrouck, Stéphane Dupont*35 citations*
188. **[Multi-modular domain-tailored OCR post-correction ↗](https://aclanthology.org/D17-1288/)**Sarah Schulz, Jonas Kuhn*35 citations*
189. **[Detecting Perspectives in Political Debates ↗](https://aclanthology.org/D17-1165/)**David Vilares, Yulan He*34 citations*
190. **[Structural Embedding of Syntactic Trees for Machine Comprehension ↗](https://aclanthology.org/D17-1085/)**Rui Liu, Junjie Hu, Wei Wei et al.*34 citations*
191. **[Towards Quantum Language Models ↗](https://aclanthology.org/D17-1196/)**Ivano Basile, Fabio Tamburini*33 citations*
192. **[Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation ↗](https://aclanthology.org/D17-1270/)**Ivan Vulić, Nikola Mrkšić, Anna Korhonen*32 citations*
193. **[Detecting and Explaining Causes From Text For a Time Series Event ↗](https://aclanthology.org/D17-1292/)**Dongyeop Kang, Varun Gangal, Ang Lu et al.*32 citations*
194. **[Identifying civilians killed by police with distantly supervised entity-event extraction ↗](https://aclanthology.org/D17-1163/)**Katherine A. Keith, Abram Handler, Michael Pinkham et al.*32 citations*
195. **[Quantifying the Effects of Text Duplication on Semantic Models ↗](https://aclanthology.org/D17-1290/)**Alexandra Schofield, Laure Thompson, David Mimno*32 citations*
196. **[Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation ↗](https://aclanthology.org/D17-1150/)**Baosong Yang, Derek F. Wong, Tong Xiao et al.*32 citations*
197. **[Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations ↗](https://aclanthology.org/D17-1185/)**Goran Glavaš, Simone Paolo Ponzetto*31 citations*
198. **[Efficient Attention using a Fixed-Size Memory Representation ↗](https://aclanthology.org/D17-1040/)**Denny Britz, Melody Guan, Minh-Thang Luong*31 citations*
199. **[MUSE: Modularizing Unsupervised Sense Embeddings ↗](https://aclanthology.org/D17-1034/)**Guang-He Lee, Yun-Nung Chen*31 citations*
200. **[Natural Language Processing with Small Feed-Forward Networks ↗](https://aclanthology.org/D17-1309/)**Jan A. Botha, Emily Pitler, Ji Ma et al.*31 citations*

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