EMNLP 2019: all accepted papers
- Translate and Label! An Encoder-Decoder Approach for Cross-lingual Semantic Role Labeling ↗Angel Daza, Anette Frank18 citations
- What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition ↗Ting-Yun Chang, Yun-Nung Chen18 citations
- A Dataset of General-Purpose Rebuttal ↗Matan Orbach, Yonatan Bilu, Ariel Gera et al.17 citations
- A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling ↗Qingrong Xia, Zhenghua Li, Min Zhang17 citations
- Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification ↗Oren Melamud, Mihaela Bornea, Ken Barker17 citations
- Enhancing Local Feature Extraction with Global Representation for Neural Text Classification ↗Guocheng Niu, Hengru Xu, Bolei He et al.17 citations
- Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition ↗Genta Indra Winata, Zhaojiang Lin, Jamin Shin et al.17 citations
- Incorporating Visual Semantics into Sentence Representations within a Grounded Space ↗Patrick Bordes, Eloi Zablocki, Laure Soulier et al.17 citations
- Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts ↗Sandro Pezzelle, Raquel Fernández17 citations
- Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification ↗Vivian Lai, Zheng Cai, Chenhao Tan17 citations
- Redcoat: A Collaborative Annotation Tool for Hierarchical Entity Typing ↗Michael Stewart, Wei Liu, Rachel Cardell-Oliver · System Demonstrations17 citations
- Tanbih: Get To Know What You Are Reading ↗Yifan Zhang, Giovanni Da San Martino, Alberto Barrón-Cedeño et al. · System Demonstrations17 citations
- ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System ↗Oren Pereg, Daniel Korat, Moshe Wasserblat et al. · System Demonstrations16 citations
- Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation ↗Min Zeng, Yisen Wang, Yuan Luo16 citations
- Efficient Sentence Embedding using Discrete Cosine Transform ↗Nada Almarwani, Hanan Aldarmaki, Mona Diab16 citations
- Improving Answer Selection and Answer Triggering using Hard Negatives ↗Sawan Kumar, Shweta Garg, Kartik Mehta et al.16 citations
- Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction ↗Xiang Deng, Huan Sun16 citations
- Machine Translation for Machines: the Sentiment Classification Use Case ↗Amirhossein Tebbifakhr, Luisa Bentivogli, Matteo Negri et al.16 citations
- Split or Merge: Which is Better for Unsupervised RST Parsing? ↗Naoki Kobayashi, Tsutomu Hirao, Kengo Nakamura et al.16 citations
- Towards Zero-shot Language Modeling ↗Edoardo Maria Ponti, Ivan Vulić, Ryan Cotterell et al.16 citations
- Attention Optimization for Abstractive Document Summarization ↗Min Gui, Junfeng Tian, Rui Wang et al.15 citations
- Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings ↗Hwiyeol Jo, Ceyda Cinarel15 citations
- Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation ↗Zhuoren Jiang, Zhe Gao, Guoxiu He et al.15 citations
- Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite ↗Prathyusha Jwalapuram, Shafiq Joty, Irina Temnikova et al.15 citations
- Feature2Vec: Distributional semantic modelling of human property knowledge ↗Steven Derby, Paul Miller, Barry Devereux15 citations
- Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text ↗Tianwen Jiang, Tong Zhao, Bing Qin et al.15 citations
- Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection ↗Nina Poerner, Hinrich Schütze15 citations
- PaLM: A Hybrid Parser and Language Model ↗Hao Peng, Roy Schwartz, Noah A. Smith15 citations
- RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation ↗Tzuf Paz-Argaman, Reut Tsarfaty15 citations
- Towards Making a Dependency Parser See ↗Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez15 citations
- Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content ↗Sepideh Mesbah, Jie Yang, Robert-Jan Sips et al.15 citations
- (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas ↗Dongyeop Kang, Varun Gangal, Eduard Hovy14 citations
- ARAML: A Stable Adversarial Training Framework for Text Generation ↗Pei Ke, Fei Huang, Minlie Huang et al.14 citations
- Answering questions by learning to rank - Learning to rank by answering questions ↗George Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti14 citations
- Are You for Real? Detecting Identity Fraud via Dialogue Interactions ↗Weikang Wang, Jiajun Zhang, Qian Li et al.14 citations
- At a Glance: The Impact of Gaze Aggregation Views on Syntactic Tagging ↗Sigrid Klerke, Barbara Plank14 citations
- Cross-lingual intent classification in a low resource industrial setting ↗Talaat Khalil, Kornel Kiełczewski, Georgios Christos Chouliaras et al.14 citations
- Effective Use of Transformer Networks for Entity Tracking ↗Aditya Gupta, Greg Durrett14 citations
- Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation ↗Dong Qian, William K. Cheung14 citations
- EntEval: A Holistic Evaluation Benchmark for Entity Representations ↗Mingda Chen, Zewei Chu, Yang Chen et al.14 citations
- HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation ↗Brian Thompson, Rebecca Knowles, Xuan Zhang et al.14 citations
- Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning ↗Tao Jin, Siyu Huang, Yingming Li et al.14 citations
- Multiplex Word Embeddings for Selectional Preference Acquisition ↗Hongming Zhang, Jiaxin Bai, Yan Song et al.14 citations
- Synchronously Generating Two Languages with Interactive Decoding ↗Yining Wang, Jiajun Zhang, Long Zhou et al.14 citations
- Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas ↗Kosuke Akimoto, Takuya Hiraoka, Kunihiko Sadamasa et al.13 citations
- Efficient Convolutional Neural Networks for Diacritic Restoration ↗Sawsan Alqahtani, Ajay Mishra, Mona Diab13 citations
- Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels ↗Lukas Lange, Michael A. Hedderich, Dietrich Klakow13 citations
- Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange ↗Steven Y. Feng, Aaron W. Li, Jesse Hoey13 citations
- Learning with Limited Data for Multilingual Reading Comprehension ↗Kyungjae Lee, Sunghyun Park, Hojae Han et al.13 citations
- Single Training Dimension Selection for Word Embedding with PCA ↗Yu Wang13 citations
- Subword Language Model for Query Auto-Completion ↗Gyuwan Kim13 citations
- A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection ↗Harshit Kumar, Arvind Agarwal, Sachindra Joshi12 citations
- An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation ↗Wanyu Du, Yangfeng Ji12 citations
- Attribute-aware Sequence Network for Review Summarization ↗Junjie Li, Xuepeng Wang, Dawei Yin et al.12 citations
- Autoregressive Text Generation Beyond Feedback Loops ↗Florian Schmidt, Stephan Mandt, Thomas Hofmann12 citations
- Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding ↗Quynh Do, Judith Gaspers12 citations
- Latent Part-of-Speech Sequences for Neural Machine Translation ↗Xuewen Yang, Yingru Liu, Dongliang Xie et al.12 citations
- Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder ↗Li Du, Xiao Ding, Ting Liu et al.12 citations
- Multi-agent Learning for Neural Machine Translation ↗Tianchi Bi, Hao Xiong, Zhongjun He et al.12 citations
- Neural Duplicate Question Detection without Labeled Training Data ↗Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych12 citations
- PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking ↗Matthew Henderson, Ivan Vulić, Iñigo Casanueva et al. · System Demonstrations12 citations
- Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes ↗Aida Mostafazadeh Davani, Leigh Yeh, Mohammad Atari et al.12 citations
- Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space ↗Kawin Ethayarajh12 citations
- Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks ↗Igor Shalyminov, Sungjin Lee, Arash Eshghi et al.11 citations
- Fine-Grained Evaluation for Entity Linking ↗Henry Rosales-Méndez, Aidan Hogan, Barbara Poblete11 citations
- Generating Modern Poetry Automatically in Finnish ↗Mika Hämäläinen, Khalid Alnajjar11 citations
- IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis ↗Ziyue Wang, Baoxin Wang, Xingyi Duan et al. · System Demonstrations11 citations
- LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations ↗Max Eichler, Gözde Gül Şahin, Iryna Gurevych · System Demonstrations11 citations
- Neural Gaussian Copula for Variational Autoencoder ↗Prince Zizhuang Wang, William Yang Wang11 citations
- Seeded self-play for language learning ↗Abhinav Gupta, Ryan Lowe, Jakob Foerster et al.11 citations
- Syntax-Enhanced Self-Attention-Based Semantic Role Labeling ↗Yue Zhang, Rui Wang, Luo Si11 citations
- Telling the Whole Story: A Manually Annotated Chinese Dataset for the Analysis of Humor in Jokes ↗Dongyu Zhang, Heting Zhang, Xikai Liu et al.11 citations
- Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons ↗Jie Hao, Xing Wang, Shuming Shi et al.11 citations
- Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders ↗Andrew Drozdov, Patrick Verga, Yi-Pei Chen et al.11 citations
- What Gets Echoed? Understanding the “Pointers” in Explanations of Persuasive Arguments ↗David Atkinson, Kumar Bhargav Srinivasan, Chenhao Tan11 citations
- A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation ↗Jinxin Chang, Ruifang He, Longbiao Wang et al.10 citations
- A System for Diacritizing Four Varieties of Arabic ↗Hamdy Mubarak, Ahmed Abdelali, Kareem Darwish et al. · System Demonstrations10 citations
- Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis ↗Shrey Desai, Barea Sinno, Alex Rosenfeld et al.10 citations
- Automatically Inferring Gender Associations from Language ↗Serina Chang, Kathy McKeown10 citations
- Coverage of Information Extraction from Sentences and Paragraphs ↗Simon Razniewski, Nitisha Jain, Paramita Mirza et al.10 citations
- Deep Ordinal Regression for Pledge Specificity Prediction ↗Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin10 citations
- Dependency Parsing for Spoken Dialog SystemsSam Davidson, Dian Yu, Zhou Yu10 citations · our summary
- Evaluating Topic Quality with Posterior Variability ↗Linzi Xing, Michael J. Paul, Giuseppe Carenini10 citations
- Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation ↗Huiyun Yang, Shujian Huang, Xin-Yu Dai et al.10 citations
- From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining ↗Alexandre Garcia, Pierre Colombo, Florence d'Alché-Buc et al.10 citations
- Guiding the Flowing of Semantics: Interpretable Video Captioning via POS Tag ↗Xinyu Xiao, Lingfeng Wang, Bin Fan et al.10 citations
- Learning Only from Relevant Keywords and Unlabeled Documents ↗Nontawat Charoenphakdee, Jongyeong Lee, Yiping Jin et al.10 citations
- Learning Rhyming Constraints using Structured Adversaries ↗Harsh Jhamtani, Sanket Vaibhav Mehta, Jaime Carbonell et al.10 citations
- Neural data-to-text generation: A comparison between pipeline and end-to-end architectures ↗Thiago Castro Ferreira, Chris van der Lee, Emiel van Miltenburg et al.10 citations
- ParaQG: A System for Generating Questions and Answers from Paragraphs ↗Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan et al. · System Demonstrations10 citations
- Referring Expression Generation Using Entity Profiles ↗Meng Cao, Jackie Chi Kit Cheung10 citations
- Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews ↗Miao Fan, Chao Feng, Mingming Sun et al.10 citations
- A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation ↗Hagai Taitelbaum, Gal Chechik, Jacob Goldberger9 citations
- A Split-and-Recombine Approach for Follow-up Query Analysis ↗Qian Liu, Bei Chen, Haoyan Liu et al.9 citations
- Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects ↗James Mullenbach, Jonathan Gordon, Nanyun Peng et al.9 citations
- Entity resolution for noisy ASR transcripts ↗Arushi Raghuvanshi, Vijay Ramakrishnan, Varsha Embar et al. · System Demonstrations9 citations
- Generating Highly Relevant Questions ↗Jiazuo Qiu, Deyi Xiong9 citations
- Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning ↗Toru Nishino, Shotaro Misawa, Ryuji Kano et al.9 citations
- Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model ↗Hyun-Je Song, Seong-Bae Park9 citations
- Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study ↗Bonan Min, Xiaoxi Zhao9 citations
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