---
title: "EMNLP 2018 — all accepted papers, page 2 — Elamur Research"
description: "All 584 papers of EMNLP 2018 · page 2 of 6, the most cited first; those with our summary link to it."
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# EMNLP 2018: all accepted papers

584 papers · page 2 of 6 · the most cited first · [← EMNLP 2018](https://md.research.elamur.ai/free/en/venues/emnlp/2018/)

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101. **[Content Selection in Deep Learning Models of Summarization](https://md.research.elamur.ai/free/en/papers/kedzie-2018-content-selection-deep-learning-models/)**Chris Kedzie, Kathleen McKeown, Hal Daumé III*152 citations · our summary*
102. **[Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction ↗](https://aclanthology.org/D18-1287/)**Dipendra Misra, Andrew Bennett, Valts Blukis et al.*147 citations*
103. **[Translating a Math Word Problem to a Expression Tree ↗](https://aclanthology.org/D18-1132/)**Lei Wang, Yan Wang, Deng Cai et al.*147 citations*
104. **[Embedding Multimodal Relational Data for Knowledge Base Completion ↗](https://aclanthology.org/D18-1359/)**Pouya Pezeshkpour, Liyan Chen, Sameer Singh*145 citations*
105. **[BLEU is Not Suitable for the Evaluation of Text Simplification](https://md.research.elamur.ai/free/en/papers/sulem-2018-bleu-is-not-suitable-evaluation/)**Elior Sulem, Omri Abend, Ari Rappoport*144 citations · our summary*
106. **[Contextual Parameter Generation for Universal Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/platanios-2018-contextual-parameter-generation-universal-neural/)**Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig et al.*144 citations · our summary*
107. **[Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention ↗](https://aclanthology.org/D18-1247/)**Xu Han, Pengfei Yu, Zhiyuan Liu et al.*144 citations*
108. **[A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check](https://md.research.elamur.ai/free/en/papers/wang-2018-hybrid-approach-automatic-corpus-generation/)**Dingmin Wang, Yan Song, Jing Li et al.*140 citations · our summary*
109. **[Interpretation of Natural Language Rules in Conversational Machine Reading](https://md.research.elamur.ai/free/en/papers/saeidi-2018-interpretation-natural-language-rules-conversational/)**Marzieh Saeidi, Max Bartolo, Patrick Lewis et al.*139 citations · our summary*
110. **[Keyphrase Generation with Correlation Constraints ↗](https://aclanthology.org/D18-1439/)**Jun Chen, Xiaoming Zhang, Yu Wu et al.*138 citations*
111. **[Training Deeper Neural Machine Translation Models with Transparent Attention ↗](https://aclanthology.org/D18-1338/)**Ankur Bapna, Mia Chen, Orhan Firat et al.*137 citations*
112. **[Towards Universal Dialogue State Tracking](https://md.research.elamur.ai/free/en/papers/ren-2018-universal-dialogue-state-tracking/)**Liliang Ren, Kaige Xie, Lu Chen et al.*136 citations · our summary*
113. **[Topic Memory Networks for Short Text Classification ↗](https://aclanthology.org/D18-1351/)**Jichuan Zeng, Jing Li, Yan Song et al.*135 citations*
114. **[Cross-topic Argument Mining from Heterogeneous Sources](https://md.research.elamur.ai/free/en/papers/stab-2018-cross-topic-argument-mining-heterogeneous/)**Christian Stab, Tristan Miller, Benjamin Schiller et al.*134 citations · our summary*
115. **[Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation ↗](https://aclanthology.org/D18-1428/)**Jingjing Xu, Xuancheng Ren, Junyang Lin et al.*134 citations*
116. **[Non-Adversarial Unsupervised Word Translation ↗](https://aclanthology.org/D18-1043/)**Yedid Hoshen, Lior Wolf*134 citations*
117. **[Localizing Moments in Video with Temporal Language ↗](https://aclanthology.org/D18-1168/)**Lisa Anne Hendricks, Oliver Wang, Eli Shechtman et al.*132 citations*
118. **[Learning to Describe Differences Between Pairs of Similar Images ↗](https://aclanthology.org/D18-1436/)**Harsh Jhamtani, Taylor Berg-Kirkpatrick*130 citations*
119. **[IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/D18-1377/)**Navonil Majumder, Soujanya Poria, Alexander Gelbukh et al.*126 citations*
120. **[Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks ↗](https://aclanthology.org/D18-1139/)**Martin Schmitt, Simon Steinheber, Konrad Schreiber et al.*126 citations*
121. **[Neural Metaphor Detection in Context](https://md.research.elamur.ai/free/en/papers/gao-2018-neural-metaphor-detection-context/)**Ge Gao, Eunsol Choi, Yejin Choi et al.*126 citations · our summary*
122. **[Decoupling Strategy and Generation in Negotiation Dialogues](https://md.research.elamur.ai/free/en/papers/he-2018-decoupling-strategy-generation-negotiation-dialogues/)**He He, Derek Chen, Anusha Balakrishnan et al.*125 citations · our summary*
123. **[End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification](https://md.research.elamur.ai/free/en/papers/libovicky-2018-end-end-non-autoregressive-neural/)**Jindřich Libovický, Jindřich Helcl*124 citations · our summary*
124. **[MTNT: A Testbed for Machine Translation of Noisy Text](https://md.research.elamur.ai/free/en/papers/michel-2018-mtnt-testbed-machine-translation-noisy/)**Paul Michel, Graham Neubig*122 citations · our summary*
125. **[Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies](https://md.research.elamur.ai/free/en/papers/field-2018-framing-agenda-setting-russian-news/)**Anjalie Field, Doron Kliger, Shuly Wintner et al.*119 citations · our summary*
126. **[Large-scale Cloze Test Dataset Created by Teachers ↗](https://aclanthology.org/D18-1257/)**Qizhe Xie, Guokun Lai, Zihang Dai et al.*119 citations*
127. **[RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes ↗](https://aclanthology.org/D18-1166/)**Semih Yagcioglu, Aykut Erdem, Erkut Erdem et al.*119 citations*
128. **[Dynamic Meta-Embeddings for Improved Sentence Representations ↗](https://aclanthology.org/D18-1176/)**Douwe Kiela, Changhan Wang, Kyunghyun Cho*117 citations*
129. **[The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification ↗](https://aclanthology.org/D18-1536/)**Jing Chen, Qingcai Chen, Xin Liu et al.*116 citations*
130. **[A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness ↗](https://aclanthology.org/D18-1506/)**Xiangju Li, Kaisong Song, Shi Feng et al.*114 citations*
131. **[Differentiating Concepts and Instances for Knowledge Graph Embedding ↗](https://aclanthology.org/D18-1222/)**Xin Lv, Lei Hou, Juanzi Li et al.*112 citations*
132. **[Data Augmentation via Dependency Tree Morphing for Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/sahin-2018-data-augmentation-dependency-tree-morphing/)**Gözde Gül Şahin, Mark Steedman*109 citations · our summary*
133. **[HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization ↗](https://aclanthology.org/D18-1093/)**Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto*109 citations*
134. **[Unsupervised Cross-lingual Transfer of Word Embedding Spaces ↗](https://aclanthology.org/D18-1268/)**Ruochen Xu, Yiming Yang, Naoki Otani et al.*109 citations*
135. **[Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms ↗](https://aclanthology.org/D18-1158/)**Yubo Chen, Hang Yang, Kang Liu et al.*108 citations*
136. **[Neural Adaptation Layers for Cross-domain Named Entity Recognition ↗](https://aclanthology.org/D18-1226/)**Bill Yuchen Lin, Wei Lu*108 citations*
137. **[Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction ↗](https://aclanthology.org/D18-1120/)**Ningyu Zhang, Shumin Deng, Zhanling Sun et al.*107 citations*
138. **[A Neural Transition-based Model for Nested Mention Recognition ↗](https://aclanthology.org/D18-1124/)**Bailin Wang, Wei Lu, Yu Wang et al.*106 citations*
139. **[Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/yang-2018-breaking-beam-search-curse-study/)**Yilin Yang, Liang Huang, Mingbo Ma*106 citations · our summary*
140. **[Integrating Transformer and Paraphrase Rules for Sentence Simplification](https://md.research.elamur.ai/free/en/papers/zhao-2018-integrating-transformer-paraphrase-rules-sentence/)**Sanqiang Zhao, Rui Meng, Daqing He et al.*105 citations · our summary*
141. **[What Makes Reading Comprehension Questions Easier?](https://md.research.elamur.ai/free/en/papers/sugawara-2018-what-makes-reading-comprehension-questions/)**Saku Sugawara, Kentaro Inui, Satoshi Sekine et al.*105 citations · our summary*
142. **[Deep Relevance Ranking Using Enhanced Document-Query Interactions ↗](https://aclanthology.org/D18-1211/)**Ryan McDonald, George Brokos, Ion Androutsopoulos*104 citations*
143. **[Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation](https://md.research.elamur.ai/free/en/papers/poliak-2018-collecting-diverse-natural-language-inference/)**Adam Poliak, Aparajita Haldar, Rachel Rudinger et al.*102 citations · our summary*
144. **[Modeling Empathy and Distress in Reaction to News Stories](https://md.research.elamur.ai/free/en/papers/buechel-2018-modeling-empathy-distress-reaction-news/)**Sven Buechel, Anneke Buffone, Barry Slaff et al.*102 citations · our summary*
145. **[Towards a Better Metric for Evaluating Question Generation Systems ↗](https://aclanthology.org/D18-1429/)**Preksha Nema, Mitesh M. Khapra*102 citations*
146. **[Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN ↗](https://aclanthology.org/D18-1438/)**Jingqiang Chen, Hai Zhuge*98 citations*
147. **[SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach ↗](https://aclanthology.org/D18-1051/)**Michael Petrochuk, Luke Zettlemoyer*98 citations*
148. **[Word Mover's Embedding: From Word2Vec to Document Embedding ↗](https://aclanthology.org/D18-1482/)**Lingfei Wu, Ian En-Hsu Yen, Kun Xu et al.*97 citations*
149. **[A State-transition Framework to Answer Complex Questions over Knowledge Base ↗](https://aclanthology.org/D18-1234/)**Sen Hu, Lei Zou, Xinbo Zhang*95 citations*
150. **[Multi-Task Label Embedding for Text Classification ↗](https://aclanthology.org/D18-1484/)**Honglun Zhang, Liqiang Xiao, Wenqing Chen et al.*95 citations*
151. **[State-of-the-art Chinese Word Segmentation with Bi-LSTMs ↗](https://aclanthology.org/D18-1529/)**Ji Ma, Kuzman Ganchev, David Weiss*95 citations*
152. **[Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference ↗](https://aclanthology.org/D18-1185/)**Yi Tay, Anh Tuan Luu, Siu Cheung Hui*94 citations*
153. **[Privacy-preserving Neural Representations of Text ↗](https://aclanthology.org/D18-1001/)**Maximin Coavoux, Shashi Narayan, Shay B. Cohen*94 citations*
154. **[Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering ↗](https://aclanthology.org/D18-1053/)**Jinhyuk Lee, Seongjun Yun, Hyunjae Kim et al.*94 citations*
155. **[A Span Selection Model for Semantic Role Labeling ↗](https://aclanthology.org/D18-1191/)**Hiroki Ouchi, Hiroyuki Shindo, Yuji Matsumoto*93 citations*
156. **[Retrieval-Based Neural Code Generation ↗](https://aclanthology.org/D18-1111/)**Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru et al.*93 citations*
157. **[Syntactic Scaffolds for Semantic Structures ↗](https://aclanthology.org/D18-1412/)**Swabha Swayamdipta, Sam Thomson, Kenton Lee et al.*93 citations*
158. **[Deriving Machine Attention from Human Rationales ↗](https://aclanthology.org/D18-1216/)**Yujia Bao, Shiyu Chang, Mo Yu et al.*92 citations*
159. **[Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks ↗](https://aclanthology.org/D18-1472/)**Steffen Eger, Paul Youssef, Iryna Gurevych*92 citations*
160. **[Revisiting Character-Based Neural Machine Translation with Capacity and Compression](https://md.research.elamur.ai/free/en/papers/cherry-2018-revisiting-character-based-neural-machine/)**Colin Cherry, George Foster, Ankur Bapna et al.*92 citations · our summary*
161. **[A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation ↗](https://aclanthology.org/D18-1462/)**Jingjing Xu, Xuancheng Ren, Yi Zhang et al.*91 citations*
162. **[Semi-Supervised Learning for Neural Keyphrase Generation ↗](https://aclanthology.org/D18-1447/)**Hai Ye, Lu Wang*91 citations*
163. **[Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference ↗](https://aclanthology.org/D18-1537/)**Reza Ghaeini, Xiaoli Fern, Prasad Tadepalli*90 citations*
164. **[A Neural Local Coherence Model for Text Quality Assessment ↗](https://aclanthology.org/D18-1464/)**Mohsen Mesgar, Michael Strube*89 citations*
165. **[Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints ↗](https://aclanthology.org/D18-1431/)**Ashutosh Baheti, Alan Ritter, Jiwei Li et al.*86 citations*
166. **[Adversarial Evaluation of Multimodal Machine Translation ↗](https://aclanthology.org/D18-1329/)**Desmond Elliott*85 citations*
167. **[Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation ↗](https://aclanthology.org/D18-1040/)**Marzieh Fadaee, Christof Monz*85 citations*
168. **[Exploiting Deep Representations for Neural Machine Translation ↗](https://aclanthology.org/D18-1457/)**Zi-Yi Dou, Zhaopeng Tu, Xing Wang et al.*85 citations*
169. **[Reasoning about Actions and State Changes by Injecting Commonsense Knowledge ↗](https://aclanthology.org/D18-1006/)**Niket Tandon, Bhavana Dalvi, Joel Grus et al.*84 citations*
170. **[A Visual Attention Grounding Neural Model for Multimodal Machine Translation ↗](https://aclanthology.org/D18-1400/)**Mingyang Zhou, Runxiang Cheng, Yong Jae Lee et al.*83 citations*
171. **[Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency ↗](https://aclanthology.org/D18-1405/)**Zhuang Ma, Michael Collins*83 citations*
172. **[Toward Fast and Accurate Neural Discourse Segmentation ↗](https://aclanthology.org/D18-1116/)**Yizhong Wang, Sujian Li, Jingfeng Yang*83 citations*
173. **[Knowledge Graph Embedding with Hierarchical Relation Structure ↗](https://aclanthology.org/D18-1358/)**Zhao Zhang, Fuzhen Zhuang, Meng Qu et al.*82 citations*
174. **[Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction ↗](https://aclanthology.org/D18-1245/)**Jinhua Du, Jingguang Han, Andy Way et al.*81 citations*
175. **[Coherence-Aware Neural Topic Modeling ↗](https://aclanthology.org/D18-1096/)**Ran Ding, Ramesh Nallapati, Bing Xiang*80 citations*
176. **[Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding ↗](https://aclanthology.org/D18-1248/)**Guanying Wang, Wen Zhang, Ruoxu Wang et al.*80 citations*
177. **[How agents see things: On visual representations in an emergent language game ↗](https://aclanthology.org/D18-1119/)**Diane Bouchacourt, Marco Baroni*78 citations*
178. **[Three Strategies to Improve One-to-Many Multilingual Translation ↗](https://aclanthology.org/D18-1326/)**Yining Wang, Jiajun Zhang, Feifei Zhai et al.*78 citations*
179. **[SQL-to-Text Generation with Graph-to-Sequence Model ↗](https://aclanthology.org/D18-1112/)**Kun Xu, Lingfei Wu, Zhiguo Wang et al.*76 citations*
180. **[A Unified Syntax-aware Framework for Semantic Role Labeling ↗](https://aclanthology.org/D18-1262/)**Zuchao Li, Shexia He, Jiaxun Cai et al.*75 citations*
181. **[Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning ↗](https://aclanthology.org/D18-1090/)**Yucheng Wang, Zhongyu Wei, Yaqian Zhou et al.*75 citations*
182. **[TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification](https://md.research.elamur.ai/free/en/papers/yin-2018-twowingos-two-wing-optimization-strategy/)**Wenpeng Yin, Dan Roth*75 citations · our summary*
183. **[Prediction Improves Simultaneous Neural Machine Translation ↗](https://aclanthology.org/D18-1337/)**Ashkan Alinejad, Maryam Siahbani, Anoop Sarkar*74 citations*
184. **[Semi-Autoregressive Neural Machine Translation ↗](https://aclanthology.org/D18-1044/)**Chunqi Wang, Ji Zhang, Haiqing Chen*73 citations*
185. **[Extending Neural Generative Conversational Model using External Knowledge Sources ↗](https://aclanthology.org/D18-1073/)**Prasanna Parthasarathi, Joelle Pineau*72 citations*
186. **[Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity ↗](https://aclanthology.org/D18-1432/)**Xinnuo Xu, Ondřej Dušek, Ioannis Konstas et al.*71 citations*
187. **[Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model ↗](https://aclanthology.org/D18-1110/)**Kun Xu, Lingfei Wu, Zhiguo Wang et al.*71 citations*
188. **[Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network ↗](https://aclanthology.org/D18-1137/)**Jianfei Yu, Luís Marujo, Jing Jiang et al.*71 citations*
189. **[Joint Learning for Emotion Classification and Emotion Cause Detection ↗](https://aclanthology.org/D18-1066/)**Ying Chen, Wenjun Hou, Xiyao Cheng et al.*71 citations*
190. **[Multi-view Models for Political Ideology Detection of News Articles ↗](https://aclanthology.org/D18-1388/)**Vivek Kulkarni, Junting Ye, Steve Skiena et al.*70 citations*
191. **[Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning ↗](https://aclanthology.org/D18-1416/)**Shang-Yu Su, Xiujun Li, Jianfeng Gao et al.*69 citations*
192. **[Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts ↗](https://aclanthology.org/D18-1349/)**Di Jin, Peter Szolovits*69 citations*
193. **[Adversarial Domain Adaptation for Duplicate Question Detection ↗](https://aclanthology.org/D18-1131/)**Darsh Shah, Tao Lei, Alessandro Moschitti et al.*68 citations*
194. **[Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training ↗](https://aclanthology.org/D18-1423/)**Juntao Li, Yan Song, Haisong Zhang et al.*67 citations*
195. **[simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions ↗](https://aclanthology.org/D18-1013/)**Fenglin Liu, Xuancheng Ren, Yuanxin Liu et al.*67 citations*
196. **[A Dataset for Telling the Stories of Social Media Videos ↗](https://aclanthology.org/D18-1117/)**Spandana Gella, Mike Lewis, Marcus Rohrbach*66 citations*
197. **[A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification ↗](https://aclanthology.org/D18-1410/)**Mounica Maddela, Wei Xu*66 citations*
198. **[Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification ↗](https://aclanthology.org/D18-1485/)**Junyang Lin, Qi Su, Pengcheng Yang et al.*66 citations*
199. **[Entity-aware Image Caption Generation ↗](https://aclanthology.org/D18-1435/)**Di Lu, Spencer Whitehead, Lifu Huang et al.*65 citations*
200. **[Learning To Split and Rephrase From Wikipedia Edit History ↗](https://aclanthology.org/D18-1080/)**Jan A. Botha, Manaal Faruqui, John Alex et al.*64 citations*

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