---
title: "ACL 2017 — all accepted papers, page 2 — the most cited first"
description: "All 329 papers of ACL 2017 · page 2 of 4, the most cited first; those with our summary link to it."
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# ACL 2017: all accepted papers

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

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101. **[A Conditional Variational Framework for Dialog Generation ↗](https://aclanthology.org/P17-2080/)**Xiaoyu Shen, Hui Su, Yanran Li et al. · Short Papers*101 citations*
102. **[A Nested Attention Neural Hybrid Model for Grammatical Error Correction ↗](https://aclanthology.org/P17-1070/)**Jianshu Ji, Qinlong Wang, Kristina Toutanova et al. · Long Papers*100 citations*
103. **[Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers ↗](https://aclanthology.org/P17-2035/)**Julien Tourille, Olivier Ferret, Aurélie Névéol et al. · Short Papers*99 citations*
104. **[A Two-Stage Parsing Method for Text-Level Discourse Analysis](https://md.research.elamur.ai/free/en/papers/wang-2017-two-stage-parsing-method-text/)**Yizhong Wang, Sujian Li, Houfeng Wang · Short Papers*98 citations · our summary*
105. **[Argument Mining with Structured SVMs and RNNs](https://md.research.elamur.ai/free/en/papers/niculae-2017-argument-mining-structured-svms-rnns/)**Vlad Niculae, Joonsuk Park, Claire Cardie · Long Papers*98 citations · our summary*
106. **[Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ↗](https://aclanthology.org/P17-1149/)**Yixin Cao, Lifu Huang, Heng Ji et al. · Long Papers*98 citations*
107. **[Multimodal Word Distributions ↗](https://aclanthology.org/P17-1151/)**Ben Athiwaratkun, Andrew Wilson · Long Papers*97 citations*
108. **[A Transition-Based Directed Acyclic Graph Parser for UCCA ↗](https://aclanthology.org/P17-1104/)**Daniel Hershcovich, Omri Abend, Ari Rappoport · Long Papers*96 citations*
109. **[Fast and Accurate Neural Word Segmentation for Chinese ↗](https://aclanthology.org/P17-2096/)**Deng Cai, Hai Zhao, Zhisong Zhang et al. · Short Papers*96 citations*
110. **[Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ↗](https://aclanthology.org/P17-1040/)**Bingfeng Luo, Yansong Feng, Zheng Wang et al. · Long Papers*94 citations*
111. **[Bootstrapping for Numerical Open IE ↗](https://aclanthology.org/P17-2050/)**Swarnadeep Saha, Harinder Pal, Mausam · Short Papers*93 citations*
112. **[Learning to Skim Text ↗](https://aclanthology.org/P17-1172/)**Adams Wei Yu, Hongrae Lee, Quoc Le · Long Papers*92 citations*
113. **[Estimating Code-Switching on Twitter with a Novel Generalized Word-Level Language Detection Technique ↗](https://aclanthology.org/P17-1180/)**Shruti Rijhwani, Royal Sequiera, Monojit Choudhury et al. · Long Papers*91 citations*
114. **[Sentence Embedding for Neural Machine Translation Domain Adaptation ↗](https://aclanthology.org/P17-2089/)**Rui Wang, Andrew Finch, Masao Utiyama et al. · Short Papers*90 citations*
115. **[A Neural Model for User Geolocation and Lexical Dialectology ↗](https://aclanthology.org/P17-2033/)**Afshin Rahimi, Trevor Cohn, Timothy Baldwin · Short Papers*88 citations*
116. **[Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification](https://md.research.elamur.ai/free/en/papers/qin-2017-adversarial-connective-exploiting-networks-implicit/)**Lianhui Qin, Zhisong Zhang, Hai Zhao et al. · Long Papers*87 citations · our summary*
117. **[Answering Complex Questions Using Open Information Extraction](https://md.research.elamur.ai/free/en/papers/khot-2017-answering-complex-questions-open-information/)**Tushar Khot, Ashish Sabharwal, Peter Clark · Short Papers*87 citations · our summary*
118. **[Aggregating and Predicting Sequence Labels from Crowd Annotations ↗](https://aclanthology.org/P17-1028/)**An Thanh Nguyen, Byron Wallace, Junyi Jessy Li et al. · Long Papers*85 citations*
119. **[Understanding and Predicting Empathic Behavior in Counseling Therapy ↗](https://aclanthology.org/P17-1131/)**Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow et al. · Long Papers*82 citations*
120. **[Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary ↗](https://aclanthology.org/P17-2093/)**Meng Fang, Trevor Cohn · Short Papers*80 citations*
121. **[AMR-to-text Generation with Synchronous Node Replacement Grammar](https://md.research.elamur.ai/free/en/papers/song-2017-amr-text-generation-synchronous-node/)**Linfeng Song, Xiaochang Peng, Yue Zhang et al. · Short Papers*78 citations · our summary*
122. **[Multi-Task Learning of Keyphrase Boundary Classification ↗](https://aclanthology.org/P17-2054/)**Isabelle Augenstein, Anders Søgaard · Short Papers*78 citations*
123. **[Skip-Gram \ensuremath- Zipf + Uniform = Vector Additivity ↗](https://aclanthology.org/P17-1007/)**Alex Gittens, Dimitris Achlioptas, Michael W. Mahoney · Long Papers*77 citations*
124. **[The State of the Art in Semantic Representation ↗](https://aclanthology.org/P17-1008/)**Omri Abend, Ari Rappoport · Long Papers*77 citations*
125. **[Incorporating Dialectal Variability for Socially Equitable Language Identification ↗](https://aclanthology.org/P17-2009/)**David Jurgens, Yulia Tsvetkov, Dan Jurafsky · Short Papers*76 citations*
126. **[Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ↗](https://aclanthology.org/P17-1116/)**Yasuhide Miura, Motoki Taniguchi, Tomoki Taniguchi et al. · Long Papers*76 citations*
127. **[Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors ↗](https://aclanthology.org/P17-1034/)**Xuepeng Wang, Kang Liu, Jun Zhao · Long Papers*75 citations*
128. **[Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings ↗](https://aclanthology.org/P17-1190/)**John Wieting, Kevin Gimpel · Long Papers*75 citations*
129. **[A Neural Local Coherence Model ↗](https://aclanthology.org/P17-1121/)**Dat Tien Nguyen, Shafiq Joty · Long Papers*74 citations*
130. **[Neural System Combination for Machine Translation ↗](https://aclanthology.org/P17-2060/)**Long Zhou, Wenpeng Hu, Jiajun Zhang et al. · Short Papers*73 citations*
131. **[Flexible and Creative Chinese Poetry Generation Using Neural Memory ↗](https://aclanthology.org/P17-1125/)**Jiyuan Zhang, Yang Feng, Dong Wang et al. · Long Papers*72 citations*
132. **[Robust Incremental Neural Semantic Graph Parsing ↗](https://aclanthology.org/P17-1112/)**Jan Buys, Phil Blunsom · Long Papers*72 citations*
133. **[Verb Physics: Relative Physical Knowledge of Actions and Objects ↗](https://aclanthology.org/P17-1025/)**Maxwell Forbes, Yejin Choi · Long Papers*72 citations*
134. **[MalwareTextDB: A Database for Annotated Malware Articles ↗](https://aclanthology.org/P17-1143/)**Swee Kiat Lim, Aldrian Obaja Muis, Wei Lu et al. · Long Papers*71 citations*
135. **[Automatically Generating Rhythmic Verse with Neural Networks ↗](https://aclanthology.org/P17-1016/)**Jack Hopkins, Douwe Kiela · Long Papers*70 citations*
136. **[Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation](https://md.research.elamur.ai/free/en/papers/peled-2017-sarcasm-sign-interpreting-sarcasm-sentiment/)**Lotem Peled, Roi Reichart · Long Papers*70 citations · our summary*
137. **[On the Equivalence of Holographic and Complex Embeddings for Link Prediction ↗](https://aclanthology.org/P17-2088/)**Katsuhiko Hayashi, Masashi Shimbo · Short Papers*68 citations*
138. **[Topically Driven Neural Language Model ↗](https://aclanthology.org/P17-1033/)**Jey Han Lau, Timothy Baldwin, Trevor Cohn · Long Papers*64 citations*
139. **[Combating Human Trafficking with Multimodal Deep Models ↗](https://aclanthology.org/P17-1142/)**Edmund Tong, Amir Zadeh, Cara Jones et al. · Long Papers*63 citations*
140. **[Domain Attention with an Ensemble of Experts ↗](https://aclanthology.org/P17-1060/)**Young-Bum Kim, Karl Stratos, Dongchan Kim · Long Papers*63 citations*
141. **[Argumentation Quality Assessment: Theory vs. Practice ↗](https://aclanthology.org/P17-2039/)**Henning Wachsmuth, Nona Naderi, Ivan Habernal et al. · Short Papers*62 citations*
142. **[Learning Structured Natural Language Representations for Semantic Parsing ↗](https://aclanthology.org/P17-1005/)**Jianpeng Cheng, Siva Reddy, Vijay Saraswat et al. · Long Papers*62 citations*
143. **[Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ↗](https://aclanthology.org/P17-2100/)**Shuming Ma, Xu Sun, Jingjing Xu et al. · Short Papers*61 citations*
144. **[Learning Character-level Compositionality with Visual Features ↗](https://aclanthology.org/P17-1188/)**Frederick Liu, Han Lu, Chieh Lo et al. · Long Papers*61 citations*
145. **[Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization ↗](https://aclanthology.org/P17-1139/)**Jiacheng Zhang, Yang Liu, Huanbo Luan et al. · Long Papers*61 citations*
146. **[Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules ↗](https://aclanthology.org/P17-1039/)**Xiaoshi Zhong, Aixin Sun, Erik Cambria · Long Papers*60 citations*
147. **[Naturalizing a Programming Language via Interactive Learning ↗](https://aclanthology.org/P17-1086/)**Sida I. Wang, Samuel Ginn, Percy Liang et al. · Long Papers*59 citations*
148. **[FOIL it! Find One mismatch between Image and Language caption](https://md.research.elamur.ai/free/en/papers/shekhar-2017-foil-it-find-one-mismatch/)**Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich et al. · Long Papers*58 citations · our summary*
149. **[Learning to Generate Market Comments from Stock Prices ↗](https://aclanthology.org/P17-1126/)**Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa et al. · Long Papers*58 citations*
150. **[Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task ↗](https://aclanthology.org/P17-2097/)**Zheng Cai, Lifu Tu, Kevin Gimpel · Short Papers*58 citations*
151. **[Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings ↗](https://aclanthology.org/P17-2071/)**Terrence Szymanski · Short Papers*58 citations*
152. **[Cross-lingual Distillation for Text Classification ↗](https://aclanthology.org/P17-1130/)**Ruochen Xu, Yiming Yang · Long Papers*57 citations*
153. **[A* CCG Parsing with a Supertag and Dependency Factored Model ↗](https://aclanthology.org/P17-1026/)**Masashi Yoshikawa, Hiroshi Noji, Yuji Matsumoto · Long Papers*54 citations*
154. **[Joint Learning for Event Coreference Resolution ↗](https://aclanthology.org/P17-1009/)**Jing Lu, Vincent Ng · Long Papers*52 citations*
155. **[Cross-lingual and cross-domain discourse segmentation of entire documents ↗](https://aclanthology.org/P17-2037/)**Chloé Braud, Ophélie Lacroix, Anders Søgaard · Short Papers*51 citations*
156. **[Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication ↗](https://aclanthology.org/P17-1150/)**Lanbo She, Joyce Chai · Long Papers*50 citations*
157. **[Deep Neural Machine Translation with Linear Associative Unit ↗](https://aclanthology.org/P17-1013/)**Mingxuan Wang, Zhengdong Lu, Jie Zhou et al. · Long Papers*49 citations*
158. **[Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ↗](https://aclanthology.org/P17-2084/)**Nedelina Teneva, Weiwei Cheng · Short Papers*48 citations*
159. **[Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction ↗](https://aclanthology.org/P17-1029/)**Chunting Zhou, Graham Neubig · Long Papers*46 citations*
160. **[Probabilistic Typology: Deep Generative Models of Vowel Inventories ↗](https://aclanthology.org/P17-1109/)**Ryan Cotterell, Jason Eisner · Long Papers*46 citations*
161. **[Adversarial Adaptation of Synthetic or Stale Data ↗](https://aclanthology.org/P17-1119/)**Young-Bum Kim, Karl Stratos, Dongchan Kim · Long Papers*45 citations*
162. **[Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks ↗](https://aclanthology.org/P17-1136/)**Abhisek Chakrabarty, Onkar Arun Pandit, Utpal Garain · Long Papers*45 citations*
163. **[Found in Translation: Reconstructing Phylogenetic Language Trees from Translations ↗](https://aclanthology.org/P17-1049/)**Ella Rabinovich, Noam Ordan, Shuly Wintner · Long Papers*45 citations*
164. **[Neural Architectures for Multilingual Semantic Parsing ↗](https://aclanthology.org/P17-2007/)**Raymond Hendy Susanto, Wei Lu · Short Papers*42 citations*
165. **[One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ↗](https://aclanthology.org/P17-1182/)**Katharina Kann, Ryan Cotterell, Hinrich Schütze · Long Papers*41 citations*
166. **[Demographic Inference on Twitter using Recursive Neural Networks ↗](https://aclanthology.org/P17-2075/)**Sunghwan Mac Kim, Qiongkai Xu, Lizhen Qu et al. · Short Papers*40 citations*
167. **[EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text ↗](https://aclanthology.org/P17-2094/)**Claudio Delli Bovi, Jose Camacho-Collados, Alessandro Raganato et al. · Short Papers*40 citations*
168. **[From Characters to Words to in Between: Do We Capture Morphology? ↗](https://aclanthology.org/P17-1184/)**Clara Vania, Adam Lopez · Long Papers*40 citations*
169. **[A Corpus of Annotated Revisions for Studying Argumentative Writing ↗](https://aclanthology.org/P17-1144/)**Fan Zhang, Homa B. Hashemi, Rebecca Hwa et al. · Long Papers*39 citations*
170. **[Jointly Extracting Relations with Class Ties via Effective Deep Ranking ↗](https://aclanthology.org/P17-1166/)**Hai Ye, Wenhan Chao, Zhunchen Luo et al. · Long Papers*39 citations*
171. **[Translating Neuralese ↗](https://aclanthology.org/P17-1022/)**Jacob Andreas, Anca Dragan, Dan Klein · Long Papers*39 citations*
172. **[Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains ↗](https://aclanthology.org/P17-1127/)**Liangguo Wang, Jing Jiang, Hai Leong Chieu et al. · Long Papers*38 citations*
173. **[Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ↗](https://aclanthology.org/P17-1006/)**Ivan Vulić, Nikola Mrkšić, Roi Reichart et al. · Long Papers*38 citations*
174. **[Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning ↗](https://aclanthology.org/P17-2076/)**Prashanth Vijayaraghavan, Soroush Vosoughi, Deb Roy · Short Papers*38 citations*
175. **[Chat Detection in an Intelligent Assistant: Combining Task-oriented and Non-task-oriented Spoken Dialogue Systems ↗](https://aclanthology.org/P17-1120/)**Satoshi Akasaki, Nobuhiro Kaji · Long Papers*37 citations*
176. **[Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts ↗](https://aclanthology.org/P17-1118/)**Leandro Santos, Edilson Anselmo Corrêa Júnior, Osvaldo Oliveira Jr et al. · Long Papers*37 citations*
177. **[Neural Joint Model for Transition-based Chinese Syntactic Analysis ↗](https://aclanthology.org/P17-1111/)**Shuhei Kurita, Daisuke Kawahara, Sadao Kurohashi · Long Papers*37 citations*
178. **[Recognizing Counterfactual Thinking in Social Media Texts ↗](https://aclanthology.org/P17-2103/)**Youngseo Son, Anneke Buffone, Joe Raso et al. · Short Papers*37 citations*
179. **[Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets](https://md.research.elamur.ai/free/en/papers/stanovsky-2017-integrating-deep-linguistic-features-factuality/)**Gabriel Stanovsky, Judith Eckle-Kohler, Yevgeniy Puzikov et al. · Short Papers*36 citations · our summary*
180. **[Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ↗](https://aclanthology.org/P17-1138/)**Julia Kreutzer, Artem Sokolov, Stefan Riezler · Long Papers*35 citations*
181. **[Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback ↗](https://aclanthology.org/P17-1124/)**Avinesh P.V.S, Christian M. Meyer · Long Papers*35 citations*
182. **[Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks ↗](https://aclanthology.org/P17-1043/)**William Foland, James H. Martin · Long Papers*34 citations*
183. **[Differentiable Scheduled Sampling for Credit Assignment ↗](https://aclanthology.org/P17-2058/)**Kartik Goyal, Chris Dyer, Taylor Berg-Kirkpatrick · Short Papers*34 citations*
184. **[Improving Neural Parsing by Disentangling Model Combination and Reranking Effects ↗](https://aclanthology.org/P17-2025/)**Daniel Fried, Mitchell Stern, Dan Klein · Short Papers*34 citations*
185. **[Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation ↗](https://aclanthology.org/P17-1140/)**Jinchao Zhang, Mingxuan Wang, Qun Liu et al. · Long Papers*34 citations*
186. **[Methodical Evaluation of Arabic Word Embeddings ↗](https://aclanthology.org/P17-2072/)**Mohammed Elrazzaz, Shady Elbassuoni, Khaled Shaban et al. · Short Papers*34 citations*
187. **[Alignment at Work: Using Language to Distinguish the Internalization and Self-Regulation Components of Cultural Fit in Organizations ↗](https://aclanthology.org/P17-1056/)**Gabriel Doyle, Amir Goldberg, Sameer Srivastava et al. · Long Papers*33 citations*
188. **[Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability ↗](https://aclanthology.org/P17-1075/)**Saku Sugawara, Yusuke Kido, Hikaru Yokono et al. · Long Papers*33 citations*
189. **[Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling ↗](https://aclanthology.org/P17-1137/)**Kazuya Kawakami, Chris Dyer, Phil Blunsom · Long Papers*33 citations*
190. **[Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter ↗](https://aclanthology.org/P17-1069/)**Kristen Johnson, Di Jin, Dan Goldwasser · Long Papers*32 citations*
191. **[Learning attention for historical text normalization by learning to pronounce](https://md.research.elamur.ai/free/en/papers/bollmann-2017-learning-attention-historical-text-normalization/)**Marcel Bollmann, Joachim Bingel, Anders Søgaard · Long Papers*31 citations · our summary*
192. **[Lexical Features in Coreference Resolution: To be Used With Caution](https://md.research.elamur.ai/free/en/papers/moosavi-2017-lexical-features-coreference-resolution-be/)**Nafise Sadat Moosavi, Michael Strube · Short Papers*31 citations · our summary*
193. **[Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling ↗](https://aclanthology.org/P17-1083/)**Jeffrey Lund, Connor Cook, Kevin Seppi et al. · Long Papers*31 citations*
194. **[Attention Strategies for Multi-Source Sequence-to-Sequence Learning](https://md.research.elamur.ai/free/en/papers/libovicky-2017-attention-strategies-multi-source-sequence/)**Jindřich Libovický, Jindřich Helcl · Short Papers*30 citations · our summary*
195. **[Watset: Automatic Induction of Synsets from a Graph of Synonyms ↗](https://aclanthology.org/P17-1145/)**Dmitry Ustalov, Alexander Panchenko, Chris Biemann · Long Papers*30 citations*
196. **[Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model ↗](https://aclanthology.org/P17-2087/)**Paria Jamshid Lou, Mark Johnson · Short Papers*29 citations*
197. **[Incorporating Uncertainty into Deep Learning for Spoken Language Assessment ↗](https://aclanthology.org/P17-2008/)**Andrey Malinin, Anton Ragni, Kate Knill et al. · Short Papers*29 citations*
198. **[Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ↗](https://aclanthology.org/P17-1030/)**Zhe Gan, Chunyuan Li, Changyou Chen et al. · Long Papers*29 citations*
199. **[Detecting annotation noise in automatically labelled data ↗](https://aclanthology.org/P17-1107/)**Ines Rehbein, Josef Ruppenhofer · Long Papers*28 citations*
200. **[On the Challenges of Translating NLP Research into Commercial Products ↗](https://aclanthology.org/P17-2015/)**Daniel Dahlmeier · Short Papers*28 citations*

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