EMNLP 2018: all accepted papers
- Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination ↗Jiali Zeng, Jinsong Su, Huating Wen et al.64 citations
- Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions ↗Qing Li, Jianlong Fu, Dongfei Yu et al.64 citations
- Constituent Parsing as Sequence Labeling ↗Carlos Gómez-Rodríguez, David Vilares63 citations
- Joint Learning for Targeted Sentiment Analysis ↗Dehong Ma, Sujian Li, Houfeng Wang63 citations
- Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets ↗Nathan Greenberg, Trapit Bansal, Patrick Verga et al.63 citations
- Compact Personalized Models for Neural Machine Translation ↗Joern Wuebker, Patrick Simianer, John DeNero62 citations
- Neural Quality Estimation of Grammatical Error Correction ↗Shamil Chollampatt, Hwee Tou Ng62 citations
- Attention-Guided Answer Distillation for Machine Reading Comprehension ↗Minghao Hu, Yuxing Peng, Furu Wei et al.61 citations
- Automatic Poetry Generation with Mutual Reinforcement Learning ↗Xiaoyuan Yi, Maosong Sun, Ruoyu Li et al.61 citations
- CogCompTime: A Tool for Understanding Time in Natural Language ↗Qiang Ning, Ben Zhou, Zhili Feng et al. · System Demonstrations61 citations
- Controlling Length in Abstractive Summarization Using a Convolutional Neural Network ↗Yizhu Liu, Zhiyi Luo, Kenny Zhu61 citations
- GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model ↗Qile Zhu, Zheng Feng, Xiaolin Li61 citations
- Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation ↗Hardy, Andreas Vlachos60 citations
- Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling ↗Wei Li, Xinyan Xiao, Yajuan Lyu et al.60 citations
- NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval ↗Canjia Li, Yingfei Sun, Ben He et al.60 citations
- A Hierarchical Neural Attention-based Text Classifier ↗Koustuv Sinha, Yue Dong, Jackie Chi Kit Cheung et al.59 citations
- Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning ↗Tianyi Liu, Xinsong Zhang, Wanhao Zhou et al.59 citations
- Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification ↗Ruidan He, Wee Sun Lee, Hwee Tou Ng et al.58 citations
- Challenges of Using Text Classifiers for Causal Inference ↗Zach Wood-Doughty, Ilya Shpitser, Mark Dredze58 citations
- Juman++: A Morphological Analysis Toolkit for Scriptio Continua ↗Arseny Tolmachev, Daisuke Kawahara, Sadao Kurohashi · System Demonstrations58 citations
- Learning Sentiment Memories for Sentiment Modification without Parallel Data ↗Yi Zhang, Jingjing Xu, Pengcheng Yang et al.58 citations
- On the Relation between Linguistic Typology and (Limitations of) Multilingual Language ModelingDaniela Gerz, Ivan Vulić, Edoardo Maria Ponti et al.58 citations · our summary
- Training for Diversity in Image Paragraph Captioning ↗Luke Melas-Kyriazi, Alexander Rush, George Han58 citations
- Adaptive Multi-pass Decoder for Neural Machine Translation ↗Xinwei Geng, Xiaocheng Feng, Bing Qin et al.57 citations
- Deep Attentive Sentence Ordering Network ↗Baiyun Cui, Yingming Li, Ming Chen et al.57 citations
- It's going to be okay: Measuring Access to Support in Online Communities ↗Zijian Wang, David Jurgens57 citations
- Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention ↗Fuli Luo, Tianyu Liu, Zexue He et al.57 citations
- Improving Cross-Lingual Word Embeddings by Meeting in the Middle ↗Yerai Doval, Jose Camacho-Collados, Luis Espinosa-Anke et al.56 citations
- Question Generation from SQL Queries Improves Neural Semantic Parsing ↗Daya Guo, Yibo Sun, Duyu Tang et al.56 citations
- Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement ↗Cheng Yang, Maosong Sun, Xiaoyuan Yi et al.56 citations
- Adaptive Document Retrieval for Deep Question Answering ↗Bernhard Kratzwald, Stefan Feuerriegel55 citations
- Do explanations make VQA models more predictable to a human? ↗Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav et al.55 citations
- Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks ↗Yaushian Wang, Hung-Yi Lee55 citations
- Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter ↗Lijun Wu, Xu Tan, Di He et al.54 citations
- Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing ↗Jonathan Herzig, Jonathan Berant54 citations
- Evaluating Theory of Mind in Question Answering ↗Aida Nematzadeh, Kaylee Burns, Erin Grant et al.54 citations
- NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings ↗Ndapa Nakashole53 citations
- Word Embeddings for Code-Mixed Language Processing ↗Adithya Pratapa, Monojit Choudhury, Sunayana Sitaram53 citations
- Encoding Gated Translation Memory into Neural Machine Translation ↗Qian Cao, Deyi Xiong52 citations
- Out-of-domain Detection based on Generative Adversarial Network ↗Seonghan Ryu, Sangjun Koo, Hwanjo Yu et al.52 citations
- Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ↗Aditi Chaudhary, Chunting Zhou, Lori Levin et al.51 citations
- Extracting Entities and Relations with Joint Minimum Risk Training ↗Changzhi Sun, Yuanbin Wu, Man Lan et al.51 citations
- Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs ↗Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier51 citations
- Zero-Shot Open Entity Typing as Type-Compatible Grounding ↗Ben Zhou, Daniel Khashabi, Chen-Tse Tsai et al.51 citations
- A Tree-based Decoder for Neural Machine Translation ↗Xinyi Wang, Hieu Pham, Pengcheng Yin et al.50 citations
- MCapsNet: Capsule Network for Text with Multi-Task Learning ↗Liqiang Xiao, Honglun Zhang, Wenqing Chen et al.50 citations
- AirDialogue: An Environment for Goal-Oriented Dialogue Research ↗Wei Wei, Quoc Le, Andrew Dai et al.49 citations
- Generalizing Word Embeddings using Bag of Subwords ↗Jinman Zhao, Sidharth Mudgal, Yingyu Liang49 citations
- Hierarchical CVAE for Fine-Grained Hate Speech Classification ↗Jing Qian, Mai ElSherief, Elizabeth Belding et al.48 citations
- Variational Sequential Labelers for Semi-Supervised Learning ↗Mingda Chen, Qingming Tang, Karen Livescu et al.48 citations
- Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions ↗Eric Holgate, Isabel Cachola, Daniel Preoţiuc-Pietro et al.48 citations
- A Neural Model of Adaptation in Reading ↗Marten van Schijndel, Tal Linzen47 citations
- Syntax Encoding with Application in Authorship Attribution ↗Richong Zhang, Zhiyuan Hu, Hongyu Guo et al.47 citations
- Word Sense Induction with Neural biLM and Symmetric Patterns ↗Asaf Amrami, Yoav Goldberg47 citations
- Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision ↗Hai Wang, Hoifung Poon46 citations
- Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging ↗Barbara Plank, Željko Agić46 citations
- Interpretable Emoji Prediction via Label-Wise Attention LSTMs ↗Francesco Barbieri, Luis Espinosa-Anke, Jose Camacho-Collados et al.46 citations
- Operation-guided Neural Networks for High Fidelity Data-To-Text Generation ↗Feng Nie, Jinpeng Wang, Jin-Ge Yao et al.46 citations
- Variational Autoregressive Decoder for Neural Response Generation ↗Jiachen Du, Wenjie Li, Yulan He et al.46 citations
- Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling ↗Liyuan Liu, Xiang Ren, Jingbo Shang et al.45 citations
- Phrase-level Self-Attention Networks for Universal Sentence Encoding ↗Wei Wu, Houfeng Wang, Tianyu Liu et al.45 citations
- Unsupervised Learning of Syntactic Structure with Invertible Neural Projections ↗Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick45 citations
- Unsupervised Natural Language Generation with Denoising Autoencoders ↗Markus Freitag, Scott Roy45 citations
- Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting ↗Dirk Hovy, Christoph Purschke44 citations
- Hard Non-Monotonic Attention for Character-Level Transduction ↗Shijie Wu, Pamela Shapiro, Ryan Cotterell44 citations
- Annotation of a Large Clinical Entity Corpus ↗Pinal Patel, Disha Davey, Vishal Panchal et al.43 citations
- Better Transition-Based AMR Parsing with a Refined Search Space ↗Zhijiang Guo, Wei Lu43 citations
- Parameter sharing between dependency parsers for related languages ↗Miryam de Lhoneux, Johannes Bjerva, Isabelle Augenstein et al.43 citations
- Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks ↗Oliver Hellwig, Sebastian Nehrdich43 citations
- Auto-Encoding Dictionary Definitions into Consistent Word Embeddings ↗Tom Bosc, Pascal Vincent42 citations
- Automatic Detection of Vague Words and Sentences in Privacy Policies ↗Logan Lebanoff, Fei Liu42 citations
- LRMM: Learning to Recommend with Missing Modalities ↗Cheng Wang, Mathias Niepert, Hui Li42 citations
- Representing Social Media Users for Sarcasm DetectionY. Alex Kolchinski, Christopher Potts42 citations · our summary
- SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories ↗Sweta Karlekar, Mohit Bansal42 citations
- Subgoal Discovery for Hierarchical Dialogue Policy Learning ↗Da Tang, Xiujun Li, Jianfeng Gao et al.42 citations
- Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision ↗Yixin Cao, Lei Hou, Juanzi Li et al.41 citations
- Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension ↗Minjoon Seo, Tom Kwiatkowski, Ankur Parikh et al.41 citations
- PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference ResolutionHong Chen, Zhenhua Fan, Hao Lu et al.41 citations · our summary
- An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing ↗Aaron Smith, Miryam de Lhoneux, Sara Stymne et al.40 citations
- Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning ↗Chen Shi, Qi Chen, Lei Sha et al.40 citations
- Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point ↗Liane Guillou, Christian Hardmeier40 citations
- Joint Multilingual Supervision for Cross-lingual Entity Linking ↗Shyam Upadhyay, Nitish Gupta, Dan Roth40 citations
- WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse ↗Manaal Faruqui, Ellie Pavlick, Ian Tenney et al.40 citations
- A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation ↗Jingyuan Li, Xiao Sun39 citations
- An AMR Aligner Tuned by Transition-based Parser ↗Yijia Liu, Wanxiang Che, Bo Zheng et al.39 citations
- Iterative Document Representation Learning Towards Summarization with Polishing ↗Xiuying Chen, Shen Gao, Chongyang Tao et al.39 citations
- A dataset and baselines for sequential open-domain question answering ↗Ahmed Elgohary, Chen Zhao, Jordan Boyd-Graber38 citations
- Code-switched Language Models Using Dual RNNs and Same-Source Pretraining ↗Saurabh Garg, Tanmay Parekh, Preethi Jyothi38 citations
- Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance ↗Yftah Ziser, Roi Reichart38 citations
- Exploring Recombination for Efficient Decoding of Neural Machine Translation ↗Zhisong Zhang, Rui Wang, Masao Utiyama et al.38 citations
- Fine-Grained Emotion Detection in Health-Related Online Posts ↗Hamed Khanpour, Cornelia Caragea38 citations
- Grammar Induction with Neural Language Models: An Unusual Replication ↗Phu Mon Htut, Kyunghyun Cho, Samuel R. Bowman38 citations
- Is this Sentence Difficult? Do you Agree? ↗Dominique Brunato, Lorenzo De Mattei, Felice Dell'Orletta et al.38 citations
- A Fast, Compact, Accurate Model for Language Identification of Codemixed Text ↗Yuan Zhang, Jason Riesa, Daniel Gillick et al.37 citations
- Event Detection with Neural Networks: A Rigorous Empirical Evaluation ↗Walker Orr, Prasad Tadepalli, Xiaoli Fern37 citations
- Imitation Learning for Neural Morphological String Transduction ↗Peter Makarov, Simon Clematide37 citations
- Improving Neural Abstractive Document Summarization with Structural Regularization ↗Wei Li, Xinyan Xiao, Yajuan Lyu et al.37 citations
- Language Modeling with Sparse Product of Sememe Experts ↗Yihong Gu, Jun Yan, Hao Zhu et al.37 citations
- Learning Better Internal Structure of Words for Sequence Labeling ↗Yingwei Xin, Ethan Hart, Vibhuti Mahajan et al.37 citations
- On Tree-Based Neural Sentence Modeling ↗Haoyue Shi, Hao Zhou, Jiaze Chen et al.37 citations
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