---
title: "ACL 2018 — all accepted papers, page 2 — the most cited first"
description: "All 413 papers of ACL 2018 · page 2 of 5, the most cited first; those with our summary link to it."
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# ACL 2018: all accepted papers

413 papers · page 2 of 5 · the most cited first · [← ACL 2018](https://md.research.elamur.ai/free/en/venues/acl/2018/)

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101. **[A Web-scale system for scientific knowledge exploration ↗](https://aclanthology.org/P18-4015/)**Zhihong Shen, Hao Ma, Kuansan Wang*125 citations*
102. **[Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ↗](https://aclanthology.org/P18-1223/)**Zhenghao Liu, Chenyan Xiong, Maosong Sun et al. · Long Papers*122 citations*
103. **[Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data](https://md.research.elamur.ai/free/en/papers/pratapa-2018-language-modeling-code-mixing-role/)**Adithya Pratapa, Gayatri Bhat, Monojit Choudhury et al. · Long Papers*121 citations · our summary*
104. **[Stack-Pointer Networks for Dependency Parsing ↗](https://aclanthology.org/P18-1130/)**Xuezhe Ma, Zecong Hu, Jingzhou Liu et al. · Long Papers*121 citations*
105. **[Automated essay scoring with string kernels and word embeddings ↗](https://aclanthology.org/P18-2080/)**Mădălina Cozma, Andrei Butnaru, Radu Tudor Ionescu · Short Papers*120 citations*
106. **[Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer](https://md.research.elamur.ai/free/en/papers/santos-2018-fighting-offensive-language-social-media/)**Cicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi · Short Papers*119 citations · our summary*
107. **[Fluency Boost Learning and Inference for Neural Grammatical Error Correction ↗](https://aclanthology.org/P18-1097/)**Tao Ge, Furu Wei, Ming Zhou · Long Papers*119 citations*
108. **[Unsupervised Neural Machine Translation with Weight Sharing ↗](https://aclanthology.org/P18-1005/)**Zhen Yang, Wei Chen, Feng Wang et al. · Long Papers*119 citations*
109. **[YEDDA: A Lightweight Collaborative Text Span Annotation Tool ↗](https://aclanthology.org/P18-4006/)**Jie Yang, Yue Zhang, Linwei Li et al.*119 citations*
110. **[A Neural Architecture for Automated ICD Coding ↗](https://aclanthology.org/P18-1098/)**Pengtao Xie, Eric Xing · Long Papers*118 citations*
111. **[Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning ↗](https://aclanthology.org/P18-1241/)**Hongge Chen, Huan Zhang, Pin-Yu Chen et al. · Long Papers*118 citations*
112. **[Disconnected Recurrent Neural Networks for Text Categorization ↗](https://aclanthology.org/P18-1215/)**Baoxin Wang · Long Papers*118 citations*
113. **[Deep RNNs Encode Soft Hierarchical Syntax](https://md.research.elamur.ai/free/en/papers/blevins-2018-deep-rnns-encode-soft-hierarchical/)**Terra Blevins, Omer Levy, Luke Zettlemoyer · Short Papers*116 citations · our summary*
114. **[Word Embedding and WordNet Based Metaphor Identification and Interpretation ↗](https://aclanthology.org/P18-1113/)**Rui Mao, Chenghua Lin, Frank Guerin · Long Papers*116 citations*
115. **[Domain Adaptation with Adversarial Training and Graph Embeddings ↗](https://aclanthology.org/P18-1099/)**Firoj Alam, Shafiq Joty, Muhammad Imran · Long Papers*115 citations*
116. **[Cross-Target Stance Classification with Self-Attention Networks ↗](https://aclanthology.org/P18-2123/)**Chang Xu, Cécile Paris, Surya Nepal et al. · Short Papers*114 citations*
117. **[Improving Knowledge Graph Embedding Using Simple Constraints ↗](https://aclanthology.org/P18-1011/)**Boyang Ding, Quan Wang, Bin Wang et al. · Long Papers*113 citations*
118. **[A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ↗](https://aclanthology.org/P18-1074/)**Ying Lin, Shengqi Yang, Veselin Stoyanov et al. · Long Papers*110 citations*
119. **[Accelerating Neural Transformer via an Average Attention Network ↗](https://aclanthology.org/P18-1166/)**Biao Zhang, Deyi Xiong, Jinsong Su · Long Papers*110 citations*
120. **[DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension](https://md.research.elamur.ai/free/en/papers/saha-2018-duorc-complex-language-understanding-paraphrased/)**Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra et al. · Long Papers*110 citations · our summary*
121. **[Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention ↗](https://aclanthology.org/P18-2066/)**Yue Zhao, Xiaolong Jin, Yuanzhuo Wang et al. · Short Papers*109 citations*
122. **[Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures ↗](https://aclanthology.org/P18-1025/)**Luke Vilnis, Xiang Li, Shikhar Murty et al. · Long Papers*109 citations*
123. **[Training Classifiers with Natural Language Explanations ↗](https://aclanthology.org/P18-1175/)**Braden Hancock, Paroma Varma, Stephanie Wang et al. · Long Papers*109 citations*
124. **[A Co-Matching Model for Multi-choice Reading Comprehension ↗](https://aclanthology.org/P18-2118/)**Shuohang Wang, Mo Yu, Jing Jiang et al. · Short Papers*106 citations*
125. **[TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring ↗](https://aclanthology.org/P18-1100/)**Cancan Jin, Ben He, Kai Hui et al. · Long Papers*106 citations*
126. **[Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora ↗](https://aclanthology.org/P18-2057/)**Stephen Roller, Douwe Kiela, Maximilian Nickel · Short Papers*104 citations*
127. **[Retrieval of the Best Counterargument without Prior Topic Knowledge](https://md.research.elamur.ai/free/en/papers/wachsmuth-2018-retrieval-best-counterargument-without-prior/)**Henning Wachsmuth, Shahbaz Syed, Benno Stein · Long Papers*102 citations · our summary*
128. **[A Walk-based Model on Entity Graphs for Relation Extraction ↗](https://aclanthology.org/P18-2014/)**Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou · Short Papers*100 citations*
129. **[Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples](https://md.research.elamur.ai/free/en/papers/joshi-2018-extending-parser-distant-domains-few/)**Vidur Joshi, Matthew Peters, Mark Hopkins · Long Papers*100 citations · our summary*
130. **[Extreme Adaptation for Personalized Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/michel-2018-extreme-adaptation-personalized-neural-machine/)**Paul Michel, Graham Neubig · Short Papers*100 citations · our summary*
131. **[A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors ↗](https://aclanthology.org/P18-1002/)**Mikhail Khodak, Nikunj Saunshi, Yingyu Liang et al. · Long Papers*99 citations*
132. **[Multimodal Named Entity Disambiguation for Noisy Social Media Posts ↗](https://aclanthology.org/P18-1186/)**Seungwhan Moon, Leonardo Neves, Vitor Carvalho · Long Papers*98 citations*
133. **[Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization ↗](https://aclanthology.org/P18-1062/)**Guokan Shang, Wensi Ding, Zekun Zhang et al. · Long Papers*98 citations*
134. **[Filtering and Mining Parallel Data in a Joint Multilingual Space](https://md.research.elamur.ai/free/en/papers/schwenk-2018-filtering-mining-parallel-data-joint/)**Holger Schwenk · Short Papers*96 citations · our summary*
135. **[Incorporating Glosses into Neural Word Sense Disambiguation ↗](https://aclanthology.org/P18-1230/)**Fuli Luo, Tianyu Liu, Qiaolin Xia et al. · Long Papers*96 citations*
136. **[Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction ↗](https://aclanthology.org/P18-2096/)**Onno Kampman, Elham J. Barezi, Dario Bertero et al. · Short Papers*96 citations*
137. **[Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ↗](https://aclanthology.org/P18-1014/)**Aishwarya Jadhav, Vaibhav Rajan · Long Papers*95 citations*
138. **[Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ↗](https://aclanthology.org/P18-1178/)**Yizhong Wang, Kai Liu, Jing Liu et al. · Long Papers*95 citations*
139. **[The price of debiasing automatic metrics in natural language evalaution ↗](https://aclanthology.org/P18-1060/)**Arun Chaganty, Stephen Mussmann, Percy Liang · Long Papers*95 citations*
140. **[Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking ↗](https://aclanthology.org/P18-1010/)**Shikhar Murty, Patrick Verga, Luke Vilnis et al. · Long Papers*90 citations*
141. **[Modeling Naive Psychology of Characters in Simple Commonsense Stories ↗](https://aclanthology.org/P18-1213/)**Hannah Rashkin, Antoine Bosselut, Maarten Sap et al. · Long Papers*89 citations*
142. **[Cross-Domain Sentiment Classification with Target Domain Specific Information ↗](https://aclanthology.org/P18-1233/)**Minlong Peng, Qi Zhang, Yu-gang Jiang et al. · Long Papers*86 citations*
143. **[Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction ↗](https://aclanthology.org/P18-1202/)**Wenya Wang, Sinno Jialin Pan · Long Papers*86 citations*
144. **[Marian: Fast Neural Machine Translation in C++](https://md.research.elamur.ai/free/en/papers/junczys-dowmunt-2018-marian-fast-neural-machine-translation/)**Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak et al.*84 citations · our summary*
145. **[Nugget Proposal Networks for Chinese Event Detection ↗](https://aclanthology.org/P18-1145/)**Hongyu Lin, Yaojie Lu, Xianpei Han et al. · Long Papers*84 citations*
146. **[Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ↗](https://aclanthology.org/P18-1108/)**Yikang Shen, Zhouhan Lin, Athul Paul Jacob et al. · Long Papers*84 citations*
147. **[Large-Scale QA-SRL Parsing](https://md.research.elamur.ai/free/en/papers/fitzgerald-2018-large-scale-qa-srl-parsing/)**Nicholas FitzGerald, Julian Michael, Luheng He et al. · Long Papers*83 citations · our summary*
148. **[Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings ↗](https://aclanthology.org/P18-1246/)**Bernd Bohnet, Ryan McDonald, Gonçalo Simões et al. · Long Papers*83 citations*
149. **[StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ↗](https://aclanthology.org/P18-1070/)**Pengcheng Yin, Chunting Zhou, Junxian He et al. · Long Papers*83 citations*
150. **[A Purely End-to-End System for Multi-speaker Speech Recognition ↗](https://aclanthology.org/P18-1244/)**Hiroshi Seki, Takaaki Hori, Shinji Watanabe et al. · Long Papers*82 citations*
151. **[GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data ↗](https://aclanthology.org/P18-1151/)**Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang et al. · Long Papers*82 citations*
152. **[Sentiment Adaptive End-to-End Dialog Systems ↗](https://aclanthology.org/P18-1140/)**Weiyan Shi, Zhou Yu · Long Papers*79 citations*
153. **[Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ↗](https://aclanthology.org/P18-1032/)**Nina Poerner, Hinrich Schütze, Benjamin Roth · Long Papers*77 citations*
154. **[How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures ↗](https://aclanthology.org/P18-1167/)**Tobias Domhan · Long Papers*74 citations*
155. **[Learning to Control the Specificity in Neural Response Generation ↗](https://aclanthology.org/P18-1102/)**Ruqing Zhang, Jiafeng Guo, Yixing Fan et al. · Long Papers*74 citations*
156. **[RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ↗](https://aclanthology.org/P18-4022/)**Albert Zeyer, Tamer Alkhouli, Hermann Ney*74 citations*
157. **[Bag-of-Words as Target for Neural Machine Translation ↗](https://aclanthology.org/P18-2053/)**Shuming Ma, Xu Sun, Yizhong Wang et al. · Short Papers*73 citations*
158. **[Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information ↗](https://aclanthology.org/P18-2108/)**Masaki Asada, Makoto Miwa, Yutaka Sasaki · Short Papers*73 citations*
159. **[Modeling and Prediction of Online Product Review Helpfulness: A Survey ↗](https://aclanthology.org/P18-1065/)**Gerardo Ocampo Diaz, Vincent Ng · Long Papers*73 citations*
160. **[Neural Approaches to Conversational AI ↗](https://aclanthology.org/P18-5002/)**Jianfeng Gao, Michel Galley, Lihong Li · Tutorial Abstracts*73 citations*
161. **[DialSQL: Dialogue Based Structured Query Generation ↗](https://aclanthology.org/P18-1124/)**Izzeddin Gur, Semih Yavuz, Yu Su et al. · Long Papers*72 citations*
162. **[Generating Informative Responses with Controlled Sentence Function ↗](https://aclanthology.org/P18-1139/)**Pei Ke, Jian Guan, Minlie Huang et al. · Long Papers*72 citations*
163. **[Learning How to Actively Learn: A Deep Imitation Learning Approach ↗](https://aclanthology.org/P18-1174/)**Ming Liu, Wray Buntine, Gholamreza Haffari · Long Papers*72 citations*
164. **[Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders ↗](https://aclanthology.org/P18-1204/)**Yansen Wang, Chenyi Liu, Minlie Huang et al. · Long Papers*72 citations*
165. **[Multitask Parsing Across Semantic Representations ↗](https://aclanthology.org/P18-1035/)**Daniel Hershcovich, Omri Abend, Ari Rappoport · Long Papers*72 citations*
166. **[Simple and Effective Text Simplification Using Semantic and Neural Methods](https://md.research.elamur.ai/free/en/papers/sulem-2018-simple-effective-text-simplification-semantic/)**Elior Sulem, Omri Abend, Ari Rappoport · Long Papers*72 citations · our summary*
167. **[Explicit Retrofitting of Distributional Word Vectors ↗](https://aclanthology.org/P18-1004/)**Goran Glavaš, Ivan Vulić · Long Papers*71 citations*
168. **[Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering ↗](https://aclanthology.org/P18-1158/)**Wei Wang, Ming Yan, Chen Wu · Long Papers*71 citations*
169. **[Personalized Language Model for Query Auto-Completion ↗](https://aclanthology.org/P18-2111/)**Aaron Jaech, Mari Ostendorf · Short Papers*71 citations*
170. **[Classification of Moral Foundations in Microblog Political Discourse ↗](https://aclanthology.org/P18-1067/)**Kristen Johnson, Dan Goldwasser · Long Papers*70 citations*
171. **[Named Entity Recognition With Parallel Recurrent Neural Networks ↗](https://aclanthology.org/P18-2012/)**Andrej Žukov-Gregorič, Yoram Bachrach, Sam Coope · Short Papers*69 citations*
172. **[Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ↗](https://aclanthology.org/P18-1048/)**Yu Hong, Wenxuan Zhou, Jingli Zhang et al. · Long Papers*69 citations*
173. **[Exemplar Encoder-Decoder for Neural Conversation Generation ↗](https://aclanthology.org/P18-1123/)**Gaurav Pandey, Danish Contractor, Vineet Kumar et al. · Long Papers*68 citations*
174. **[Semantic Parsing with Syntax- and Table-Aware SQL Generation ↗](https://aclanthology.org/P18-1034/)**Yibo Sun, Duyu Tang, Nan Duan et al. · Long Papers*67 citations*
175. **[A Neural Approach to Pun Generation ↗](https://aclanthology.org/P18-1153/)**Zhiwei Yu, Jiwei Tan, Xiaojun Wan · Long Papers*66 citations*
176. **[Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ↗](https://aclanthology.org/P18-2112/)**Jianmo Ni, Julian McAuley · Short Papers*66 citations*
177. **[Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining ↗](https://aclanthology.org/P18-2095/)**Eyal Shnarch, Carlos Alzate, Lena Dankin et al. · Short Papers*66 citations*
178. **[Exploring Semantic Properties of Sentence Embeddings ↗](https://aclanthology.org/P18-2100/)**Xunjie Zhu, Tingfeng Li, Gerard de Melo · Short Papers*64 citations*
179. **[Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing ↗](https://aclanthology.org/P18-1071/)**Bo Chen, Le Sun, Xianpei Han · Long Papers*64 citations*
180. **[AMR dependency parsing with a typed semantic algebra ↗](https://aclanthology.org/P18-1170/)**Jonas Groschwitz, Matthias Lindemann, Meaghan Fowlie et al. · Long Papers*63 citations*
181. **[AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ↗](https://aclanthology.org/P18-1225/)**Dongyeop Kang, Tushar Khot, Ashish Sabharwal et al. · Long Papers*63 citations*
182. **[Confidence Modeling for Neural Semantic Parsing ↗](https://aclanthology.org/P18-1069/)**Li Dong, Chris Quirk, Mirella Lapata · Long Papers*63 citations*
183. **[Deep-speare: A joint neural model of poetic language, meter and rhyme ↗](https://aclanthology.org/P18-1181/)**Jey Han Lau, Trevor Cohn, Timothy Baldwin et al. · Long Papers*63 citations*
184. **[Give Me More Feedback: Annotating Argument Persuasiveness and Related Attributes in Student Essays ↗](https://aclanthology.org/P18-1058/)**Winston Carlile, Nishant Gurrapadi, Zixuan Ke et al. · Long Papers*63 citations*
185. **[Which Melbourne? Augmenting Geocoding with Maps ↗](https://aclanthology.org/P18-1119/)**Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier · Long Papers*63 citations*
186. **[Obligation and Prohibition Extraction Using Hierarchical RNNs ↗](https://aclanthology.org/P18-2041/)**Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos · Short Papers*62 citations*
187. **[Weakly Supervised Semantic Parsing with Abstract Examples ↗](https://aclanthology.org/P18-1168/)**Omer Goldman, Veronica Latcinnik, Ehud Nave et al. · Long Papers*62 citations*
188. **[Learning Simplifications for Specific Target Audiences](https://md.research.elamur.ai/free/en/papers/scarton-2018-learning-simplifications-specific-target-audiences/)**Carolina Scarton, Lucia Specia · Short Papers*59 citations · our summary*
189. **[Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering](https://md.research.elamur.ai/free/en/papers/zhang-2018-neural-coreference-resolution-deep-biaffine/)**Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga et al. · Short Papers*58 citations · our summary*
190. **[Sparse and Constrained Attention for Neural Machine Translation ↗](https://aclanthology.org/P18-2059/)**Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins · Short Papers*58 citations*
191. **[Tackling the Story Ending Biases in The Story Cloze Test ↗](https://aclanthology.org/P18-2119/)**Rishi Sharma, James Allen, Omid Bakhshandeh et al. · Short Papers*58 citations*
192. **[Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages ↗](https://aclanthology.org/P18-1231/)**Jeremy Barnes, Roman Klinger, Sabine Schulte im Walde · Long Papers*57 citations*
193. **[Deep Reinforcement Learning for NLP ↗](https://aclanthology.org/P18-5007/)**William Yang Wang, Jiwei Li, Xiaodong He · Tutorial Abstracts*57 citations*
194. **[Hybrid semi-Markov CRF for Neural Sequence Labeling ↗](https://aclanthology.org/P18-2038/)**Zhixiu Ye, Zhen-Hua Ling · Short Papers*56 citations*
195. **[NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing ↗](https://aclanthology.org/P18-1190/)**Dinghan Shen, Qinliang Su, Paidamoyo Chapfuwa et al. · Long Papers*54 citations*
196. **[Neural Argument Generation Augmented with Externally Retrieved Evidence ↗](https://aclanthology.org/P18-1021/)**Xinyu Hua, Lu Wang · Long Papers*54 citations*
197. **[SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment ↗](https://aclanthology.org/P18-1228/)**Jisun An, Haewoon Kwak, Yong-Yeol Ahn · Long Papers*54 citations*
198. **[Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ↗](https://aclanthology.org/P18-2104/)**Poorya Zaremoodi, Wray Buntine, Gholamreza Haffari · Short Papers*53 citations*
199. **[Comprehensive Supersense Disambiguation of English Prepositions and Possessives ↗](https://aclanthology.org/P18-1018/)**Nathan Schneider, Jena D. Hwang, Vivek Srikumar et al. · Long Papers*53 citations*
200. **[A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification ↗](https://aclanthology.org/P18-2120/)**Zeyang Lei, Yujiu Yang, Min Yang et al. · Short Papers*52 citations*

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