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title: "EMNLP 2018 — all accepted papers, page 3 — Elamur Research"
description: "All 584 papers of EMNLP 2018 · page 3 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 3 of 6 · the most cited first · [← EMNLP 2018](https://md.research.elamur.ai/free/en/venues/emnlp/2018/)

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201. **[Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination ↗](https://aclanthology.org/D18-1041/)**Jiali Zeng, Jinsong Su, Huating Wen et al.*64 citations*
202. **[Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions ↗](https://aclanthology.org/D18-1164/)**Qing Li, Jianlong Fu, Dongfei Yu et al.*64 citations*
203. **[Constituent Parsing as Sequence Labeling ↗](https://aclanthology.org/D18-1162/)**Carlos Gómez-Rodríguez, David Vilares*63 citations*
204. **[Joint Learning for Targeted Sentiment Analysis ↗](https://aclanthology.org/D18-1504/)**Dehong Ma, Sujian Li, Houfeng Wang*63 citations*
205. **[Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets ↗](https://aclanthology.org/D18-1306/)**Nathan Greenberg, Trapit Bansal, Patrick Verga et al.*63 citations*
206. **[Compact Personalized Models for Neural Machine Translation ↗](https://aclanthology.org/D18-1104/)**Joern Wuebker, Patrick Simianer, John DeNero*62 citations*
207. **[Neural Quality Estimation of Grammatical Error Correction ↗](https://aclanthology.org/D18-1274/)**Shamil Chollampatt, Hwee Tou Ng*62 citations*
208. **[Attention-Guided Answer Distillation for Machine Reading Comprehension ↗](https://aclanthology.org/D18-1232/)**Minghao Hu, Yuxing Peng, Furu Wei et al.*61 citations*
209. **[Automatic Poetry Generation with Mutual Reinforcement Learning ↗](https://aclanthology.org/D18-1353/)**Xiaoyuan Yi, Maosong Sun, Ruoyu Li et al.*61 citations*
210. **[CogCompTime: A Tool for Understanding Time in Natural Language ↗](https://aclanthology.org/D18-2013/)**Qiang Ning, Ben Zhou, Zhili Feng et al. · System Demonstrations*61 citations*
211. **[Controlling Length in Abstractive Summarization Using a Convolutional Neural Network ↗](https://aclanthology.org/D18-1444/)**Yizhu Liu, Zhiyi Luo, Kenny Zhu*61 citations*
212. **[GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model ↗](https://aclanthology.org/D18-1495/)**Qile Zhu, Zheng Feng, Xiaolin Li*61 citations*
213. **[Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation ↗](https://aclanthology.org/D18-1086/)**Hardy, Andreas Vlachos*60 citations*
214. **[Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling ↗](https://aclanthology.org/D18-1205/)**Wei Li, Xinyan Xiao, Yajuan Lyu et al.*60 citations*
215. **[NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval ↗](https://aclanthology.org/D18-1478/)**Canjia Li, Yingfei Sun, Ben He et al.*60 citations*
216. **[A Hierarchical Neural Attention-based Text Classifier ↗](https://aclanthology.org/D18-1094/)**Koustuv Sinha, Yue Dong, Jackie Chi Kit Cheung et al.*59 citations*
217. **[Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning ↗](https://aclanthology.org/D18-1243/)**Tianyi Liu, Xinsong Zhang, Wanhao Zhou et al.*59 citations*
218. **[Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification ↗](https://aclanthology.org/D18-1383/)**Ruidan He, Wee Sun Lee, Hwee Tou Ng et al.*58 citations*
219. **[Challenges of Using Text Classifiers for Causal Inference ↗](https://aclanthology.org/D18-1488/)**Zach Wood-Doughty, Ilya Shpitser, Mark Dredze*58 citations*
220. **[Juman++: A Morphological Analysis Toolkit for Scriptio Continua ↗](https://aclanthology.org/D18-2010/)**Arseny Tolmachev, Daisuke Kawahara, Sadao Kurohashi · System Demonstrations*58 citations*
221. **[Learning Sentiment Memories for Sentiment Modification without Parallel Data ↗](https://aclanthology.org/D18-1138/)**Yi Zhang, Jingjing Xu, Pengcheng Yang et al.*58 citations*
222. **[On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling](https://md.research.elamur.ai/free/en/papers/gerz-2018-relation-between-linguistic-typology-limitations/)**Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti et al.*58 citations · our summary*
223. **[Training for Diversity in Image Paragraph Captioning ↗](https://aclanthology.org/D18-1084/)**Luke Melas-Kyriazi, Alexander Rush, George Han*58 citations*
224. **[Adaptive Multi-pass Decoder for Neural Machine Translation ↗](https://aclanthology.org/D18-1048/)**Xinwei Geng, Xiaocheng Feng, Bing Qin et al.*57 citations*
225. **[Deep Attentive Sentence Ordering Network ↗](https://aclanthology.org/D18-1465/)**Baiyun Cui, Yingming Li, Ming Chen et al.*57 citations*
226. **[It's going to be okay: Measuring Access to Support in Online Communities ↗](https://aclanthology.org/D18-1004/)**Zijian Wang, David Jurgens*57 citations*
227. **[Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention ↗](https://aclanthology.org/D18-1170/)**Fuli Luo, Tianyu Liu, Zexue He et al.*57 citations*
228. **[Improving Cross-Lingual Word Embeddings by Meeting in the Middle ↗](https://aclanthology.org/D18-1027/)**Yerai Doval, Jose Camacho-Collados, Luis Espinosa-Anke et al.*56 citations*
229. **[Question Generation from SQL Queries Improves Neural Semantic Parsing ↗](https://aclanthology.org/D18-1188/)**Daya Guo, Yibo Sun, Duyu Tang et al.*56 citations*
230. **[Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement ↗](https://aclanthology.org/D18-1430/)**Cheng Yang, Maosong Sun, Xiaoyuan Yi et al.*56 citations*
231. **[Adaptive Document Retrieval for Deep Question Answering ↗](https://aclanthology.org/D18-1055/)**Bernhard Kratzwald, Stefan Feuerriegel*55 citations*
232. **[Do explanations make VQA models more predictable to a human? ↗](https://aclanthology.org/D18-1128/)**Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav et al.*55 citations*
233. **[Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks ↗](https://aclanthology.org/D18-1451/)**Yaushian Wang, Hung-Yi Lee*55 citations*
234. **[Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter ↗](https://aclanthology.org/D18-1396/)**Lijun Wu, Xu Tan, Di He et al.*54 citations*
235. **[Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing ↗](https://aclanthology.org/D18-1190/)**Jonathan Herzig, Jonathan Berant*54 citations*
236. **[Evaluating Theory of Mind in Question Answering ↗](https://aclanthology.org/D18-1261/)**Aida Nematzadeh, Kaylee Burns, Erin Grant et al.*54 citations*
237. **[NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings ↗](https://aclanthology.org/D18-1047/)**Ndapa Nakashole*53 citations*
238. **[Word Embeddings for Code-Mixed Language Processing ↗](https://aclanthology.org/D18-1344/)**Adithya Pratapa, Monojit Choudhury, Sunayana Sitaram*53 citations*
239. **[Encoding Gated Translation Memory into Neural Machine Translation ↗](https://aclanthology.org/D18-1340/)**Qian Cao, Deyi Xiong*52 citations*
240. **[Out-of-domain Detection based on Generative Adversarial Network ↗](https://aclanthology.org/D18-1077/)**Seonghan Ryu, Sangjun Koo, Hwanjo Yu et al.*52 citations*
241. **[Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ↗](https://aclanthology.org/D18-1366/)**Aditi Chaudhary, Chunting Zhou, Lori Levin et al.*51 citations*
242. **[Extracting Entities and Relations with Joint Minimum Risk Training ↗](https://aclanthology.org/D18-1249/)**Changzhi Sun, Yuanbin Wu, Man Lan et al.*51 citations*
243. **[Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs ↗](https://aclanthology.org/D18-1221/)**Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier*51 citations*
244. **[Zero-Shot Open Entity Typing as Type-Compatible Grounding ↗](https://aclanthology.org/D18-1231/)**Ben Zhou, Daniel Khashabi, Chen-Tse Tsai et al.*51 citations*
245. **[A Tree-based Decoder for Neural Machine Translation ↗](https://aclanthology.org/D18-1509/)**Xinyi Wang, Hieu Pham, Pengcheng Yin et al.*50 citations*
246. **[MCapsNet: Capsule Network for Text with Multi-Task Learning ↗](https://aclanthology.org/D18-1486/)**Liqiang Xiao, Honglun Zhang, Wenqing Chen et al.*50 citations*
247. **[AirDialogue: An Environment for Goal-Oriented Dialogue Research ↗](https://aclanthology.org/D18-1419/)**Wei Wei, Quoc Le, Andrew Dai et al.*49 citations*
248. **[Generalizing Word Embeddings using Bag of Subwords ↗](https://aclanthology.org/D18-1059/)**Jinman Zhao, Sidharth Mudgal, Yingyu Liang*49 citations*
249. **[Hierarchical CVAE for Fine-Grained Hate Speech Classification ↗](https://aclanthology.org/D18-1391/)**Jing Qian, Mai ElSherief, Elizabeth Belding et al.*48 citations*
250. **[Variational Sequential Labelers for Semi-Supervised Learning ↗](https://aclanthology.org/D18-1020/)**Mingda Chen, Qingming Tang, Karen Livescu et al.*48 citations*
251. **[Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions ↗](https://aclanthology.org/D18-1471/)**Eric Holgate, Isabel Cachola, Daniel Preoţiuc-Pietro et al.*48 citations*
252. **[A Neural Model of Adaptation in Reading ↗](https://aclanthology.org/D18-1499/)**Marten van Schijndel, Tal Linzen*47 citations*
253. **[Syntax Encoding with Application in Authorship Attribution ↗](https://aclanthology.org/D18-1294/)**Richong Zhang, Zhiyuan Hu, Hongyu Guo et al.*47 citations*
254. **[Word Sense Induction with Neural biLM and Symmetric Patterns ↗](https://aclanthology.org/D18-1523/)**Asaf Amrami, Yoav Goldberg*47 citations*
255. **[Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision ↗](https://aclanthology.org/D18-1215/)**Hai Wang, Hoifung Poon*46 citations*
256. **[Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging ↗](https://aclanthology.org/D18-1061/)**Barbara Plank, Željko Agić*46 citations*
257. **[Interpretable Emoji Prediction via Label-Wise Attention LSTMs ↗](https://aclanthology.org/D18-1508/)**Francesco Barbieri, Luis Espinosa-Anke, Jose Camacho-Collados et al.*46 citations*
258. **[Operation-guided Neural Networks for High Fidelity Data-To-Text Generation ↗](https://aclanthology.org/D18-1422/)**Feng Nie, Jinpeng Wang, Jin-Ge Yao et al.*46 citations*
259. **[Variational Autoregressive Decoder for Neural Response Generation ↗](https://aclanthology.org/D18-1354/)**Jiachen Du, Wenjie Li, Yulan He et al.*46 citations*
260. **[Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling ↗](https://aclanthology.org/D18-1153/)**Liyuan Liu, Xiang Ren, Jingbo Shang et al.*45 citations*
261. **[Phrase-level Self-Attention Networks for Universal Sentence Encoding ↗](https://aclanthology.org/D18-1408/)**Wei Wu, Houfeng Wang, Tianyu Liu et al.*45 citations*
262. **[Unsupervised Learning of Syntactic Structure with Invertible Neural Projections ↗](https://aclanthology.org/D18-1160/)**Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick*45 citations*
263. **[Unsupervised Natural Language Generation with Denoising Autoencoders ↗](https://aclanthology.org/D18-1426/)**Markus Freitag, Scott Roy*45 citations*
264. **[Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting ↗](https://aclanthology.org/D18-1469/)**Dirk Hovy, Christoph Purschke*44 citations*
265. **[Hard Non-Monotonic Attention for Character-Level Transduction ↗](https://aclanthology.org/D18-1473/)**Shijie Wu, Pamela Shapiro, Ryan Cotterell*44 citations*
266. **[Annotation of a Large Clinical Entity Corpus ↗](https://aclanthology.org/D18-1228/)**Pinal Patel, Disha Davey, Vishal Panchal et al.*43 citations*
267. **[Better Transition-Based AMR Parsing with a Refined Search Space ↗](https://aclanthology.org/D18-1198/)**Zhijiang Guo, Wei Lu*43 citations*
268. **[Parameter sharing between dependency parsers for related languages ↗](https://aclanthology.org/D18-1543/)**Miryam de Lhoneux, Johannes Bjerva, Isabelle Augenstein et al.*43 citations*
269. **[Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks ↗](https://aclanthology.org/D18-1295/)**Oliver Hellwig, Sebastian Nehrdich*43 citations*
270. **[Auto-Encoding Dictionary Definitions into Consistent Word Embeddings ↗](https://aclanthology.org/D18-1181/)**Tom Bosc, Pascal Vincent*42 citations*
271. **[Automatic Detection of Vague Words and Sentences in Privacy Policies ↗](https://aclanthology.org/D18-1387/)**Logan Lebanoff, Fei Liu*42 citations*
272. **[LRMM: Learning to Recommend with Missing Modalities ↗](https://aclanthology.org/D18-1373/)**Cheng Wang, Mathias Niepert, Hui Li*42 citations*
273. **[Representing Social Media Users for Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/kolchinski-2018-representing-social-media-users-sarcasm/)**Y. Alex Kolchinski, Christopher Potts*42 citations · our summary*
274. **[SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories ↗](https://aclanthology.org/D18-1303/)**Sweta Karlekar, Mohit Bansal*42 citations*
275. **[Subgoal Discovery for Hierarchical Dialogue Policy Learning ↗](https://aclanthology.org/D18-1253/)**Da Tang, Xiujun Li, Jianfeng Gao et al.*42 citations*
276. **[Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision ↗](https://aclanthology.org/D18-1021/)**Yixin Cao, Lei Hou, Juanzi Li et al.*41 citations*
277. **[Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension ↗](https://aclanthology.org/D18-1052/)**Minjoon Seo, Tom Kwiatkowski, Ankur Parikh et al.*41 citations*
278. **[PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution](https://md.research.elamur.ai/free/en/papers/chen-2018-preco-large-scale-dataset-preschool/)**Hong Chen, Zhenhua Fan, Hao Lu et al.*41 citations · our summary*
279. **[An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing ↗](https://aclanthology.org/D18-1291/)**Aaron Smith, Miryam de Lhoneux, Sara Stymne et al.*40 citations*
280. **[Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning ↗](https://aclanthology.org/D18-1072/)**Chen Shi, Qi Chen, Lei Sha et al.*40 citations*
281. **[Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point ↗](https://aclanthology.org/D18-1513/)**Liane Guillou, Christian Hardmeier*40 citations*
282. **[Joint Multilingual Supervision for Cross-lingual Entity Linking ↗](https://aclanthology.org/D18-1270/)**Shyam Upadhyay, Nitish Gupta, Dan Roth*40 citations*
283. **[WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse ↗](https://aclanthology.org/D18-1028/)**Manaal Faruqui, Ellie Pavlick, Ian Tenney et al.*40 citations*
284. **[A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation ↗](https://aclanthology.org/D18-1071/)**Jingyuan Li, Xiao Sun*39 citations*
285. **[An AMR Aligner Tuned by Transition-based Parser ↗](https://aclanthology.org/D18-1264/)**Yijia Liu, Wanxiang Che, Bo Zheng et al.*39 citations*
286. **[Iterative Document Representation Learning Towards Summarization with Polishing ↗](https://aclanthology.org/D18-1442/)**Xiuying Chen, Shen Gao, Chongyang Tao et al.*39 citations*
287. **[A dataset and baselines for sequential open-domain question answering ↗](https://aclanthology.org/D18-1134/)**Ahmed Elgohary, Chen Zhao, Jordan Boyd-Graber*38 citations*
288. **[Code-switched Language Models Using Dual RNNs and Same-Source Pretraining ↗](https://aclanthology.org/D18-1346/)**Saurabh Garg, Tanmay Parekh, Preethi Jyothi*38 citations*
289. **[Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance ↗](https://aclanthology.org/D18-1022/)**Yftah Ziser, Roi Reichart*38 citations*
290. **[Exploring Recombination for Efficient Decoding of Neural Machine Translation ↗](https://aclanthology.org/D18-1511/)**Zhisong Zhang, Rui Wang, Masao Utiyama et al.*38 citations*
291. **[Fine-Grained Emotion Detection in Health-Related Online Posts ↗](https://aclanthology.org/D18-1147/)**Hamed Khanpour, Cornelia Caragea*38 citations*
292. **[Grammar Induction with Neural Language Models: An Unusual Replication ↗](https://aclanthology.org/D18-1544/)**Phu Mon Htut, Kyunghyun Cho, Samuel R. Bowman*38 citations*
293. **[Is this Sentence Difficult? Do you Agree? ↗](https://aclanthology.org/D18-1289/)**Dominique Brunato, Lorenzo De Mattei, Felice Dell'Orletta et al.*38 citations*
294. **[A Fast, Compact, Accurate Model for Language Identification of Codemixed Text ↗](https://aclanthology.org/D18-1030/)**Yuan Zhang, Jason Riesa, Daniel Gillick et al.*37 citations*
295. **[Event Detection with Neural Networks: A Rigorous Empirical Evaluation ↗](https://aclanthology.org/D18-1122/)**Walker Orr, Prasad Tadepalli, Xiaoli Fern*37 citations*
296. **[Imitation Learning for Neural Morphological String Transduction ↗](https://aclanthology.org/D18-1314/)**Peter Makarov, Simon Clematide*37 citations*
297. **[Improving Neural Abstractive Document Summarization with Structural Regularization ↗](https://aclanthology.org/D18-1441/)**Wei Li, Xinyan Xiao, Yajuan Lyu et al.*37 citations*
298. **[Language Modeling with Sparse Product of Sememe Experts ↗](https://aclanthology.org/D18-1493/)**Yihong Gu, Jun Yan, Hao Zhu et al.*37 citations*
299. **[Learning Better Internal Structure of Words for Sequence Labeling ↗](https://aclanthology.org/D18-1279/)**Yingwei Xin, Ethan Hart, Vibhuti Mahajan et al.*37 citations*
300. **[On Tree-Based Neural Sentence Modeling ↗](https://aclanthology.org/D18-1492/)**Haoyue Shi, Hao Zhou, Jiaze Chen et al.*37 citations*

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