EMNLP 2018: all accepted papers
- Surprisingly Easy Hard-Attention for Sequence to Sequence Learning ↗Shiv Shankar, Siddhant Garg, Sunita Sarawagi37 citations
- Temporal Information Extraction by Predicting Relative Time-lines ↗Artuur Leeuwenberg, Marie-Francine Moens37 citations
- An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation ↗Liangchen Luo, Jingjing Xu, Junyang Lin et al.36 citations
- Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences ↗Yi Tay, Anh Tuan Luu, Siu Cheung Hui36 citations
- Context and Copying in Neural Machine Translation ↗Rebecca Knowles, Philipp Koehn35 citations
- Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts ↗Samuel Carton, Qiaozhu Mei, Paul Resnick35 citations
- Learning Unsupervised Word Translations Without Adversaries ↗Tanmoy Mukherjee, Makoto Yamada, Timothy Hospedales35 citations
- Multilingual Clustering of Streaming News ↗Sebastião Miranda, Artūrs Znotiņš, Shay B. Cohen et al.35 citations
- The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions ↗Salvatore Giorgi, Daniel Preoţiuc-Pietro, Anneke Buffone et al.35 citations
- Closed-Book Training to Improve Summarization Encoder Memory ↗Yichen Jiang, Mohit Bansal34 citations
- Disfluency Detection using Auto-Correlational Neural Networks ↗Paria Jamshid Lou, Peter Anderson, Mark Johnson34 citations
- Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder ↗Yunsu Kim, Jiahui Geng, Hermann Ney34 citations
- Mapping natural language commands to web elements ↗Panupong Pasupat, Tian-Shun Jiang, Evan Liu et al.34 citations
- Neural Multitask Learning for Simile Recognition ↗Lizhen Liu, Xiao Hu, Wei Song et al.34 citations
- APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning ↗Yang Gao, Christian M. Meyer, Iryna Gurevych33 citations
- Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models ↗Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov et al.33 citations
- Direct Output Connection for a High-Rank Language Model ↗Sho Takase, Jun Suzuki, Masaaki Nagata33 citations
- Exploiting Contextual Information via Dynamic Memory Network for Event Detection ↗Shaobo Liu, Rui Cheng, Xiaoming Yu et al.33 citations
- Synthetic Data Made to Order: The Case of Parsing ↗Dingquan Wang, Jason Eisner33 citations
- XL-NBT: A Cross-lingual Neural Belief Tracking Framework ↗Wenhu Chen, Jianshu Chen, Yu Su et al.33 citations
- Evaluating the Utility of Hand-crafted Features in Sequence Labelling ↗Minghao Wu, Fei Liu, Trevor Cohn32 citations
- Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction ↗Ge Shi, Chong Feng, Lifu Huang et al.32 citations
- Identifying Well-formed Natural Language Questions ↗Manaal Faruqui, Dipanjan Das32 citations
- Learning Personas from Dialogue with Attentive Memory Networks ↗Eric Chu, Prashanth Vijayaraghavan, Deb Roy32 citations
- LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs ↗Daniel Kondratyuk, Tomáš Gavenčiak, Milan Straka et al.32 citations
- Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package ↗Ajay Patel, Alexander Sands, Chris Callison-Burch et al. · System Demonstrations32 citations
- Hierarchical Quantized Representations for Script Generation ↗Noah Weber, Leena Shekhar, Niranjan Balasubramanian et al.31 citations
- QuaSE: Sequence Editing under Quantifiable Guidance ↗Yi Liao, Lidong Bing, Piji Li et al.31 citations
- Using active learning to expand training data for implicit discourse relation recognitionYang Xu, Yu Hong, Huibin Ruan et al.31 citations · our summary
- A Knowledge Hunting Framework for Common Sense Reasoning ↗Ali Emami, Noelia De La Cruz, Adam Trischler et al.30 citations
- Incorporating Background Knowledge into Video Description Generation ↗Spencer Whitehead, Heng Ji, Mohit Bansal et al.30 citations
- Learning Neural Representation for CLIR with Adversarial Framework ↗Bo Li, Ping Cheng30 citations
- Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching ↗Weiyi Lu, Thien Huu Nguyen30 citations
- Speeding Up Neural Machine Translation Decoding by Cube Pruning ↗Wen Zhang, Liang Huang, Yang Feng et al.30 citations
- Supervised Clustering of Questions into Intents for Dialog System Applications ↗Iryna Haponchyk, Antonio Uva, Seunghak Yu et al.30 citations
- A Discriminative Latent-Variable Model for Bilingual Lexicon Induction ↗Sebastian Ruder, Ryan Cotterell, Yova Kementchedjhieva et al.29 citations
- Addressing Troublesome Words in Neural Machine Translation ↗Yang Zhao, Jiajun Zhang, Zhongjun He et al.29 citations
- Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation ↗Chenze Shao, Xilin Chen, Yang Feng29 citations
- Multimodal Differential Network for Visual Question Generation ↗Badri Narayana Patro, Sandeep Kumar, Vinod Kumar Kurmi et al.29 citations
- NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation ↗Xiaoyu Shen, Hui Su, Wenjie Li et al.29 citations
- Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension ↗Shusen Liu, Tao Li, Zhimin Li et al. · System Demonstrations29 citations
- WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community ↗Yiqing Hua, Cristian Danescu-Niculescu-Mizil, Dario Taraborelli et al.29 citations
- Cross-Pair Text Representations for Answer Sentence Selection ↗Kateryna Tymoshenko, Alessandro Moschitti28 citations
- Learning Universal Sentence Representations with Mean-Max Attention Autoencoder ↗Minghua Zhang, Yunfang Wu, Weikang Li et al.28 citations
- Lexicosyntactic Inference in Neural Models ↗Aaron Steven White, Rachel Rudinger, Kyle Rawlins et al.28 citations
- Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing ↗Jetic Gū, Hassan S. Shavarani, Anoop Sarkar28 citations
- A Computational Exploration of Exaggeration ↗Enrica Troiano, Carlo Strapparava, Gözde Özbal et al.27 citations
- A Graph-theoretic Summary Evaluation for ROUGE ↗Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond Wong et al.27 citations
- Frustratingly Easy Model Ensemble for Abstractive Summarization ↗Hayato Kobayashi27 citations
- Playing 20 Question Game with Policy-Based Reinforcement Learning ↗Huang Hu, Xianchao Wu, Bingfeng Luo et al.27 citations
- SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications ↗Zexuan Zhong, Jiaqi Guo, Wei Yang et al.27 citations
- What It Takes to Achieve 100% Condition Accuracy on WikiSQL ↗Semih Yavuz, Izzeddin Gur, Yu Su et al.27 citations
- A Stable and Effective Learning Strategy for Trainable Greedy Decoding ↗Yun Chen, Victor O.K. Li, Kyunghyun Cho et al.26 citations
- Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment ↗Dinghan Shen, Xinyuan Zhang, Ricardo Henao et al.26 citations
- Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information ↗Dirk Hovy, Tommaso Fornaciari26 citations
- Making “fetch” happen: The influence of social and linguistic context on nonstandard word growth and decline ↗Ian Stewart, Jacob Eisenstein26 citations
- Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations ↗Dipendra Misra, Ming-Wei Chang, Xiaodong He et al.26 citations
- Session-level Language Modeling for Conversational Speech ↗Wayne Xiong, Lingfeng Wu, Jun Zhang et al.26 citations
- Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation ↗Parnia Bahar, Christopher Brix, Hermann Ney26 citations
- Associative Multichannel Autoencoder for Multimodal Word Representation ↗Shaonan Wang, Jiajun Zhang, Chengqing Zong25 citations
- Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging ↗Nayeon Lee, Chien-Sheng Wu, Pascale Fung25 citations
- Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism ↗Longyue Wang, Zhaopeng Tu, Andy Way et al.25 citations
- Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification ↗Kelsey Ball, Dan Garrette25 citations
- Regular Expression Guided Entity Mention Mining from Noisy Web Data ↗Shanshan Zhang, Lihong He, Slobodan Vucetic et al.25 citations
- Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method ↗Yahui Liu, Wei Bi, Jun Gao et al.25 citations
- What do character-level models learn about morphology? The case of dependency parsing ↗Clara Vania, Andreas Grivas, Adam Lopez25 citations
- Cross-lingual Lexical Sememe Prediction ↗Fanchao Qi, Yankai Lin, Maosong Sun et al.24 citations
- Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation ↗Renjie Zheng, Mingbo Ma, Liang Huang24 citations
- Native Language Identification with User Generated Content ↗Gili Goldin, Ella Rabinovich, Shuly Wintner24 citations
- Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning ↗Weichao Wang, Shi Feng, Wei Gao et al.24 citations
- Put It Back: Entity Typing with Language Model Enhancement ↗Ji Xin, Hao Zhu, Xu Han et al.24 citations
- Sentiment Classification towards Question-Answering with Hierarchical Matching Network ↗Chenlin Shen, Changlong Sun, Jingjing Wang et al.24 citations
- The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation ↗Arianna Bisazza, Clara Tump24 citations
- Towards Semi-Supervised Learning for Deep Semantic Role Labeling ↗Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime Carbonell24 citations
- Uncertainty-aware generative models for inferring document class prevalence ↗Katherine A. Keith, Brendan O'Connor24 citations
- Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification ↗Yi Tay, Anh Tuan Luu, Siu Cheung Hui et al.23 citations
- Large Margin Neural Language Model ↗Jiaji Huang, Yi Li, Wei Ping et al.23 citations
- Multi-Source Syntactic Neural Machine Translation ↗Anna Currey, Kenneth Heafield23 citations
- Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space ↗Koki Washio, Tsuneaki Kato23 citations
- Rational Recurrences ↗Hao Peng, Roy Schwartz, Sam Thomson et al.23 citations
- Siamese Network-Based Supervised Topic Modeling ↗Minghui Huang, Yanghui Rao, Yuwei Liu et al.23 citations
- A Genre-Aware Attention Model to Improve the Likability Prediction of Books ↗Suraj Maharjan, Manuel Montes, Fabio A. González et al.22 citations
- A Nil-Aware Answer Extraction Framework for Question Answering ↗Souvik Kundu, Hwee Tou Ng22 citations
- Data2Text Studio: Automated Text Generation from Structured Data ↗Longxu Dou, Guanghui Qin, Jinpeng Wang et al. · System Demonstrations22 citations
- Learning Context-Sensitive Convolutional Filters for Text Processing ↗Dinghan Shen, Martin Renqiang Min, Yitong Li et al.22 citations
- Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation ↗Junyang Lin, Xu Sun, Xuancheng Ren et al.22 citations
- Sanskrit Sandhi Splitting using seq2(seq)2 ↗Rahul Aralikatte, Neelamadhav Gantayat, Naveen Panwar et al.22 citations
- Structured Alignment Networks for Matching Sentences ↗Yang Liu, Matt Gardner, Mirella Lapata22 citations
- Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation ↗Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez et al.22 citations
- Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study ↗John P. Lalor, Hao Wu, Tsendsuren Munkhdalai et al.22 citations
- Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? ↗Fréderic Godin, Kris Demuynck, Joni Dambre et al.21 citations
- Heuristically Informed Unsupervised Idiom Usage Recognition ↗Changsheng Liu, Rebecca Hwa21 citations
- Neural Compositional Denotational Semantics for Question Answering ↗Nitish Gupta, Mike Lewis21 citations
- Predicting Semantic Relations using Global Graph Properties ↗Yuval Pinter, Jacob Eisenstein21 citations
- Towards Dynamic Computation Graphs via Sparse Latent Structure ↗Vlad Niculae, André F. T. Martins, Claire Cardie21 citations
- A Deep Neural Network Sentence Level Classification Method with Context Information ↗Xingyi Song, Johann Petrak, Angus Roberts20 citations
- Cross-lingual Decompositional Semantic Parsing ↗Sheng Zhang, Xutai Ma, Rachel Rudinger et al.20 citations
- Cut to the Chase: A Context Zoom-in Network for Reading Comprehension ↗Sathish Reddy Indurthi, Seunghak Yu, Seohyun Back et al.20 citations
- Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models ↗Anne Lauscher, Goran Glavaš, Simone Paolo Ponzetto et al.20 citations
- Learning Disentangled Representations of Texts with Application to Biomedical Abstracts ↗Sarthak Jain, Edward Banner, Jan-Willem van de Meent et al.20 citations
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