---
title: "ACL 2016 — all accepted papers, page 2 — the most cited first"
description: "All 364 papers of ACL 2016 · page 2 of 4, the most cited first; those with our summary link to it."
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# ACL 2016: all accepted papers

364 papers · page 2 of 4 · the most cited first · [← ACL 2016](https://md.research.elamur.ai/free/en/venues/acl/2016/)

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101. **[Incremental Parsing with Minimal Features Using Bi-Directional LSTM ↗](https://aclanthology.org/P16-2006/)**James Cross, Liang Huang · Short Papers*75 citations*
102. **[Together we stand: Siamese Networks for Similar Question Retrieval ↗](https://aclanthology.org/P16-1036/)**Arpita Das, Harish Yenala, Manoj Chinnakotla et al. · Long Papers*75 citations*
103. **[Knowledge Base Completion via Coupled Path Ranking ↗](https://aclanthology.org/P16-1124/)**Quan Wang, Jing Liu, Yuanfei Luo et al. · Long Papers*74 citations*
104. **[Grammatical Error Correction: Machine Translation and Classifiers ↗](https://aclanthology.org/P16-1208/)**Alla Rozovskaya, Dan Roth · Long Papers*73 citations*
105. **[Coarse-grained Argumentation Features for Scoring Persuasive Essays ↗](https://aclanthology.org/P16-2089/)**Debanjan Ghosh, Aquila Khanam, Yubo Han et al. · Short Papers*71 citations*
106. **[Easy Questions First? A Case Study on Curriculum Learning for Question Answering ↗](https://aclanthology.org/P16-1043/)**Mrinmaya Sachan, Eric Xing · Long Papers*70 citations*
107. **[Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning ↗](https://aclanthology.org/P16-1013/)**Yulia Tsvetkov, Manaal Faruqui, Wang Ling et al. · Long Papers*70 citations*
108. **[OpenDial: A Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules ↗](https://aclanthology.org/P16-4012/)**Pierre Lison, Casey Kennington*70 citations*
109. **[Context-aware Argumentative Relation Mining ↗](https://aclanthology.org/P16-1107/)**Huy Nguyen, Diane Litman · Long Papers*68 citations*
110. **[Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations ↗](https://aclanthology.org/P16-2068/)**Alexandre Salle, Aline Villavicencio, Marco Idiart · Short Papers*68 citations*
111. **[Constrained Multi-Task Learning for Automated Essay Scoring ↗](https://aclanthology.org/P16-1075/)**Ronan Cummins, Meng Zhang, Ted Briscoe · Long Papers*67 citations*
112. **[Exploring Stylistic Variation with Age and Income on Twitter ↗](https://aclanthology.org/P16-2051/)**Lucie Flekova, Daniel Preoţiuc-Pietro, Lyle Ungar · Short Papers*66 citations*
113. **[Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings](https://md.research.elamur.ai/free/en/papers/dusek-2016-sequence-sequence-generation-spoken-dialogue/)**Ondřej Dušek, Filip Jurčíček · Short Papers*66 citations · our summary*
114. **[Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection ↗](https://aclanthology.org/P16-2090/)**Katharina Kann, Hinrich Schütze · Short Papers*66 citations*
115. **[Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast ↗](https://aclanthology.org/P16-1148/)**Svitlana Volkova, Yoram Bachrach · Long Papers*65 citations*
116. **[Using Sentence-Level LSTM Language Models for Script Inference ↗](https://aclanthology.org/P16-1027/)**Karl Pichotta, Raymond J. Mooney · Long Papers*64 citations*
117. **[Deep Fusion LSTMs for Text Semantic Matching ↗](https://aclanthology.org/P16-1098/)**Pengfei Liu, Xipeng Qiu, Jifan Chen et al. · Long Papers*63 citations*
118. **[Harnessing Cognitive Features for Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/mishra-2016-harnessing-cognitive-features-sarcasm-detection/)**Abhijit Mishra, Diptesh Kanojia, Seema Nagar et al. · Long Papers*63 citations · our summary*
119. **[Bi-Transferring Deep Neural Networks for Domain Adaptation ↗](https://aclanthology.org/P16-1031/)**Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang et al. · Long Papers*62 citations*
120. **[Literal and Metaphorical Senses in Compositional Distributional Semantic Models ↗](https://aclanthology.org/P16-1018/)**E. Dario Gutiérrez, Ekaterina Shutova, Tyler Marghetis et al. · Long Papers*62 citations*
121. **[Modeling Concept Dependencies in a Scientific Corpus ↗](https://aclanthology.org/P16-1082/)**Jonathan Gordon, Linhong Zhu, Aram Galstyan et al. · Long Papers*62 citations*
122. **[Stack-propagation: Improved Representation Learning for Syntax ↗](https://aclanthology.org/P16-1147/)**Yuan Zhang, David Weiss · Long Papers*62 citations*
123. **[AraSenTi: Large-Scale Twitter-Specific Arabic Sentiment Lexicons ↗](https://aclanthology.org/P16-1066/)**Nora Al-Twairesh, Hend Al-Khalifa, Abdulmalik Al-Salman · Long Papers*61 citations*
124. **[Syntactically Guided Neural Machine Translation ↗](https://aclanthology.org/P16-2049/)**Felix Stahlberg, Eva Hasler, Aurelien Waite et al. · Short Papers*61 citations*
125. **[Don't Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text ↗](https://aclanthology.org/P16-2036/)**Duy Tin Vo, Yue Zhang · Short Papers*60 citations*
126. **[Vocabulary Manipulation for Neural Machine Translation ↗](https://aclanthology.org/P16-2021/)**Haitao Mi, Zhiguo Wang, Abe Ittycheriah · Short Papers*60 citations*
127. **[Morphological Smoothing and Extrapolation of Word Embeddings ↗](https://aclanthology.org/P16-1156/)**Ryan Cotterell, Hinrich Schütze, Jason Eisner · Long Papers*59 citations*
128. **[Recurrent neural network models for disease name recognition using domain invariant features ↗](https://aclanthology.org/P16-1209/)**Sunil Sahu, Ashish Anand · Long Papers*59 citations*
129. **[Natural Language Generation enhances human decision-making with uncertain information ↗](https://aclanthology.org/P16-2043/)**Dimitra Gkatzia, Oliver Lemon, Verena Rieser · Short Papers*58 citations*
130. **[Predicting the Rise and Fall of Scientific Topics from Trends in their Rhetorical Framing ↗](https://aclanthology.org/P16-1111/)**Vinodkumar Prabhakaran, William L. Hamilton, Dan McFarland et al. · Long Papers*58 citations*
131. **[Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation ↗](https://aclanthology.org/P16-2092/)**Jingjing Xu, Xu Sun · Short Papers*57 citations*
132. **[Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network ↗](https://aclanthology.org/P16-1131/)**Zhisong Zhang, Hai Zhao, Lianhui Qin · Long Papers*57 citations*
133. **[On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models ↗](https://aclanthology.org/P16-2009/)**Steffen Eger, Alexander Mehler · Short Papers*56 citations*
134. **[Universal Dependencies for Learner English](https://md.research.elamur.ai/free/en/papers/berzak-2016-universal-dependencies-learner-english/)**Yevgeni Berzak, Jessica Kenney, Carolyn Spadine et al. · Long Papers*56 citations · our summary*
135. **[Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization ↗](https://aclanthology.org/P16-1191/)**Lucie Flekova, Iryna Gurevych · Long Papers*55 citations*
136. **[Vector-space topic models for detecting Alzheimer's disease ↗](https://aclanthology.org/P16-1221/)**Maria Yancheva, Frank Rudzicz · Long Papers*55 citations*
137. **[Chinese Zero Pronoun Resolution with Deep Neural Networks](https://md.research.elamur.ai/free/en/papers/chen-2016-chinese-zero-pronoun-resolution-deep/)**Chen Chen, Vincent Ng · Long Papers*54 citations · our summary*
138. **[Event Nugget Detection with Forward-Backward Recurrent Neural Networks ↗](https://aclanthology.org/P16-2060/)**Reza Ghaeini, Xiaoli Fern, Liang Huang et al. · Short Papers*53 citations*
139. **[Knowledge-Based Semantic Embedding for Machine Translation ↗](https://aclanthology.org/P16-1212/)**Chen Shi, Shujie Liu, Shuo Ren et al. · Long Papers*53 citations*
140. **[Analyzing Biases in Human Perception of User Age and Gender from Text ↗](https://aclanthology.org/P16-1080/)**Lucie Flekova, Jordan Carpenter, Salvatore Giorgi et al. · Long Papers*52 citations*
141. **[Grapheme-to-Phoneme Models for (Almost) Any Language ↗](https://aclanthology.org/P16-1038/)**Aliya Deri, Kevin Knight · Long Papers*51 citations*
142. **[Discovery of Treatments from Text Corpora ↗](https://aclanthology.org/P16-1151/)**Christian Fong, Justin Grimmer · Long Papers*49 citations*
143. **[CSE: Conceptual Sentence Embeddings based on Attention Model ↗](https://aclanthology.org/P16-1048/)**Yashen Wang, Heyan Huang, Chong Feng et al. · Long Papers*48 citations*
144. **[Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsing ↗](https://aclanthology.org/P16-1001/)**James Goodman, Andreas Vlachos, Jason Naradowsky · Long Papers*48 citations*
145. **[Word Embedding Calculus in Meaningful Ultradense Subspaces ↗](https://aclanthology.org/P16-2083/)**Sascha Rothe, Hinrich Schütze · Short Papers*48 citations*
146. **[Inferring Logical Forms From Denotations ↗](https://aclanthology.org/P16-1003/)**Panupong Pasupat, Percy Liang · Long Papers*47 citations*
147. **[Larger-Context Language Modelling with Recurrent Neural Network ↗](https://aclanthology.org/P16-1125/)**Tian Wang, Kyunghyun Cho · Long Papers*47 citations*
148. **[Towards Constructing Sports News from Live Text Commentary ↗](https://aclanthology.org/P16-1129/)**Jianmin Zhang, Jin-ge Yao, Xiaojun Wan · Long Papers*47 citations*
149. **[A Transition-Based System for Joint Lexical and Syntactic Analysis ↗](https://aclanthology.org/P16-1016/)**Matthieu Constant, Joakim Nivre · Long Papers*46 citations*
150. **[Automatic Labeling of Topic Models Using Text Summaries ↗](https://aclanthology.org/P16-1217/)**Xiaojun Wan, Tianming Wang · Long Papers*46 citations*
151. **[Models and Inference for Prefix-Constrained Machine Translation ↗](https://aclanthology.org/P16-1007/)**Joern Wuebker, Spence Green, John DeNero et al. · Long Papers*46 citations*
152. **[RBPB: Regularization-Based Pattern Balancing Method for Event Extraction ↗](https://aclanthology.org/P16-1116/)**Lei Sha, Jing Liu, Chin-Yew Lin et al. · Long Papers*46 citations*
153. **[A Neural Network based Approach to Automatic Post-Editing ↗](https://aclanthology.org/P16-2046/)**Santanu Pal, Sudip Kumar Naskar, Mihaela Vela et al. · Short Papers*45 citations*
154. **[Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time ↗](https://aclanthology.org/P16-1187/)**Silvio Cordeiro, Carlos Ramisch, Marco Idiart et al. · Long Papers*45 citations*
155. **[ccg2lambda: A Compositional Semantics System ↗](https://aclanthology.org/P16-4015/)**Pascual Martínez-Gómez, Koji Mineshima, Yusuke Miyao et al.*45 citations*
156. **[The Enemy in Your Own Camp: How Well Can We Detect Statistically-Generated Fake Reviews – An Adversarial Study ↗](https://aclanthology.org/P16-2057/)**Dirk Hovy · Short Papers*44 citations*
157. **[User Embedding for Scholarly Microblog Recommendation ↗](https://aclanthology.org/P16-2073/)**Yang Yu, Xiaojun Wan, Xinjie Zhou · Short Papers*44 citations*
158. **[Tables as Semi-structured Knowledge for Question Answering ↗](https://aclanthology.org/P16-1045/)**Sujay Kumar Jauhar, Peter Turney, Eduard Hovy · Long Papers*43 citations*
159. **[Idiom Token Classification using Sentential Distributed Semantics](https://md.research.elamur.ai/free/en/papers/salton-2016-idiom-token-classification-sentential-distributed/)**Giancarlo Salton, Robert Ross, John Kelleher · Long Papers*42 citations · our summary*
160. **[Investigating Language Universal and Specific Properties in Word Embeddings ↗](https://aclanthology.org/P16-1140/)**Peng Qian, Xipeng Qiu, Xuanjing Huang · Long Papers*42 citations*
161. **[Using Sequence Similarity Networks to Identify Partial Cognates in Multilingual Wordlists ↗](https://aclanthology.org/P16-2097/)**Johann-Mattis List, Philippe Lopez, Eric Bapteste · Short Papers*42 citations*
162. **[Resolving References to Objects in Photographs using the Words-As-Classifiers Model ↗](https://aclanthology.org/P16-1115/)**David Schlangen, Sina Zarrieß, Casey Kennington · Long Papers*41 citations*
163. **[Two Discourse Driven Language Models for Semantics ↗](https://aclanthology.org/P16-1028/)**Haoruo Peng, Dan Roth · Long Papers*41 citations*
164. **[Cross-Lingual Morphological Tagging for Low-Resource Languages ↗](https://aclanthology.org/P16-1184/)**Jan Buys, Jan A. Botha · Long Papers*40 citations*
165. **[A Domain Adaptation Regularization for Denoising Autoencoders ↗](https://aclanthology.org/P16-2005/)**Stéphane Clinchant, Gabriela Csurka, Boris Chidlovskii · Short Papers*39 citations*
166. **[Most “babies” are “little” and most “problems” are “huge”: Compositional Entailment in Adjective-Nouns ↗](https://aclanthology.org/P16-1204/)**Ellie Pavlick, Chris Callison-Burch · Long Papers*39 citations*
167. **[Case and Cause in Icelandic: Reconstructing Causal Networks of Cascaded Language Changes ↗](https://aclanthology.org/P16-1229/)**Fermín Moscoso del Prado Martín, Christian Brendel · Long Papers*38 citations*
168. **[Learning Text Pair Similarity with Context-sensitive Autoencoders ↗](https://aclanthology.org/P16-1177/)**Hadi Amiri, Philip Resnik, Jordan Boyd-Graber et al. · Long Papers*38 citations*
169. **[Temporal Anchoring of Events for the TimeBank Corpus ↗](https://aclanthology.org/P16-1207/)**Nils Reimers, Nazanin Dehghani, Iryna Gurevych · Long Papers*38 citations*
170. **[Terminology Extraction with Term Variant Detection ↗](https://aclanthology.org/P16-4003/)**Damien Cram, Béatrice Daille*38 citations*
171. **[Machine Comprehension using Rich Semantic Representations ↗](https://aclanthology.org/P16-2079/)**Mrinmaya Sachan, Eric Xing · Short Papers*37 citations*
172. **[Physical Causality of Action Verbs in Grounded Language Understanding ↗](https://aclanthology.org/P16-1171/)**Qiaozi Gao, Malcolm Doering, Shaohua Yang et al. · Long Papers*37 citations*
173. **[Situation entity types: automatic classification of clause-level aspect ↗](https://aclanthology.org/P16-1166/)**Annemarie Friedrich, Alexis Palmer, Manfred Pinkal · Long Papers*36 citations*
174. **[Combining Natural Logic and Shallow Reasoning for Question Answering ↗](https://aclanthology.org/P16-1042/)**Gabor Angeli, Neha Nayak Kennard, Christopher D. Manning · Long Papers*35 citations*
175. **[Implicit Polarity and Implicit Aspect Recognition in Opinion Mining ↗](https://aclanthology.org/P16-2004/)**Huan-Yuan Chen, Hsin-Hsi Chen · Short Papers*35 citations*
176. **[A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data ↗](https://aclanthology.org/P16-1041/)**Adam Trischler, Zheng Ye, Xingdi Yuan et al. · Long Papers*34 citations*
177. **[Character-based Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/jussa-2016-character-based-neural-machine-translation/)**Marta R. Costa-jussà, José A. R. Fonollosa · Short Papers*34 citations · our summary*
178. **[Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks ↗](https://aclanthology.org/P16-2039/)**Suzushi Tomori, Takashi Ninomiya, Shinsuke Mori · Short Papers*34 citations*
179. **[Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields ↗](https://aclanthology.org/P16-1134/)**Jingwei Zhuo, Yong Cao, Jun Zhu et al. · Long Papers*34 citations*
180. **[Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings ↗](https://aclanthology.org/P16-1020/)**Kazuma Hashimoto, Yoshimasa Tsuruoka · Long Papers*33 citations*
181. **[How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality ↗](https://aclanthology.org/P16-2026/)**Carlos Ramisch, Silvio Cordeiro, Leonardo Zilio et al. · Short Papers*33 citations*
182. **[Intrinsic Subspace Evaluation of Word Embedding Representations ↗](https://aclanthology.org/P16-1023/)**Yadollah Yaghoobzadeh, Hinrich Schütze · Long Papers*33 citations*
183. **[Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss](https://md.research.elamur.ai/free/en/papers/plank-2016-multilingual-part-speech-tagging-bidirectional/)**Barbara Plank, Anders Søgaard, Yoav Goldberg · Short Papers*33 citations · our summary*
184. **[On the Similarities Between Native, Non-native and Translated Texts ↗](https://aclanthology.org/P16-1176/)**Ella Rabinovich, Sergiu Nisioi, Noam Ordan et al. · Long Papers*33 citations*
185. **[One model, two languages: training bilingual parsers with harmonized treebanks ↗](https://aclanthology.org/P16-2069/)**David Vilares, Carlos Gómez-Rodríguez, Miguel A. Alonso · Short Papers*33 citations*
186. **[A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings ↗](https://aclanthology.org/P16-2062/)**Weihua Hu, Jun'ichi Tsujii · Short Papers*32 citations*
187. **[Topic Extraction from Microblog Posts Using Conversation Structures ↗](https://aclanthology.org/P16-1199/)**Jing Li, Ming Liao, Wei Gao et al. · Long Papers*32 citations*
188. **[Word Embeddings with Limited Memory ↗](https://aclanthology.org/P16-2063/)**Shaoshi Ling, Yangqiu Song, Dan Roth · Short Papers*31 citations*
189. **[Document-level Sentiment Inference with Social, Faction, and Discourse Context ↗](https://aclanthology.org/P16-1032/)**Eunsol Choi, Hannah Rashkin, Luke Zettlemoyer et al. · Long Papers*29 citations*
190. **[GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization ↗](https://aclanthology.org/P16-4026/)**Antoine Tixier, Konstantinos Skianis, Michalis Vazirgiannis*29 citations*
191. **[Claim Synthesis via Predicate Recycling ↗](https://aclanthology.org/P16-2085/)**Yonatan Bilu, Noam Slonim · Short Papers*28 citations*
192. **[Jointly Learning to Embed and Predict with Multiple Languages ↗](https://aclanthology.org/P16-1190/)**Daniel C. Ferreira, André F. T. Martins, Mariana S. C. Almeida · Long Papers*28 citations*
193. **[Learning Structured Predictors from Bandit Feedback for Interactive NLP ↗](https://aclanthology.org/P16-1152/)**Artem Sokolov, Julia Kreutzer, Christopher Lo et al. · Long Papers*28 citations*
194. **[Neural Greedy Constituent Parsing with Dynamic Oracles ↗](https://aclanthology.org/P16-1017/)**Maximin Coavoux, Benoît Crabbé · Long Papers*28 citations*
195. **[On Approximately Searching for Similar Word Embeddings ↗](https://aclanthology.org/P16-1214/)**Kohei Sugawara, Hayato Kobayashi, Masajiro Iwasaki · Long Papers*28 citations*
196. **[pigeo: A Python Geotagging Tool ↗](https://aclanthology.org/P16-4022/)**Afshin Rahimi, Trevor Cohn, Timothy Baldwin*28 citations*
197. **[Detecting Mild Cognitive Impairment by Exploiting Linguistic Information from Transcripts ↗](https://aclanthology.org/P16-2030/)**Veronika Vincze, Gábor Gosztolya, László Tóth et al. · Short Papers*27 citations*
198. **[Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression ↗](https://aclanthology.org/P16-1225/)**E. Dario Gutiérrez, Roger Levy, Benjamin Bergen · Long Papers*27 citations*
199. **[Improved Semantic Parsers For If-Then Statements ↗](https://aclanthology.org/P16-1069/)**I. Beltagy, Chris Quirk · Long Papers*27 citations*
200. **[Machine Translation Evaluation Meets Community Question Answering ↗](https://aclanthology.org/P16-2075/)**Francisco Guzmán, Lluís Màrquez, Preslav Nakov · Short Papers*27 citations*

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