EMNLP 2020: all accepted papers
- Simulated multiple reference training improves low-resource machine translation ↗Huda Khayrallah, Brian Thompson, Matt Post et al.7 citations
- Surprisal Predicts Code-Switching in Chinese-English Bilingual Text ↗Jesús Calvillo, Le Fang, Jeremy Cole et al.7 citations
- The Amazing World of Neural Language Generation ↗Yangfeng Ji, Antoine Bosselut, Thomas Wolf et al. · Tutorial Abstracts7 citations
- Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations ↗Wanrong Zhu, Xin Wang, Pradyumna Narayana et al.7 citations
- Word Frequency Does Not Predict Grammatical Knowledge in Language Models ↗Charles Yu, Ryan Sie, Nicolas Tedeschi et al.7 citations
- A Data-Centric Framework for Composable NLP Workflows ↗Zhengzhong Liu, Guanxiong Ding, Avinash Bukkittu et al. · System Demonstrations6 citations
- InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles ↗Simone Conia, Fabrizio Brignone, Davide Zanfardino et al. · System Demonstrations6 citations
- Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit ↗Amrith Krishna, Ashim Gupta, Deepak Garasangi et al.6 citations
- Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions ↗Ritam Dutt, Rishabh Joshi, Carolyn Rose6 citations
- Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization ↗Zhenjie Zhao, Evangelos Papalexakis, Xiaojuan Ma6 citations
- Multi-resolution Annotations for Emoji Prediction ↗Weicheng Ma, Ruibo Liu, Lili Wang et al.6 citations
- Predicting Clinical Trial Results by Implicit Evidence Integration ↗Qiao Jin, Chuanqi Tan, Mosha Chen et al.6 citations
- Some Languages Seem Easier to Parse Because Their Treebanks Leak ↗Anders Søgaard6 citations
- Sound Natural: Content Rephrasing in Dialog Systems ↗Arash Einolghozati, Anchit Gupta, Keith Diedrick et al.6 citations
- TESA: A Task in Entity Semantic Aggregation for Abstractive Summarization ↗Clément Jumel, Annie Louis, Jackie Chi Kit Cheung6 citations
- Task-oriented Domain-specific Meta-Embedding for Text Classification ↗Xin Wu, Yi Cai, Yang Kai et al.6 citations
- Automatic Extraction of Rules Governing Morphological Agreement ↗Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa et al.5 citations
- COMETA: A Corpus for Medical Entity Linking in the Social Media ↗Marco Basaldella, Fangyu Liu, Ehsan Shareghi et al.5 citations
- Distilling Structured Knowledge for Text-Based Relational Reasoning ↗Jin Dong, Marc-Antoine Rondeau, William L. Hamilton5 citations
- Do sequence-to-sequence VAEs learn global features of sentences? ↗Tom Bosc, Pascal Vincent5 citations
- Don't Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering ↗Yuxiang Wu, Sebastian Riedel, Pasquale Minervini et al.5 citations
- Fact-Checking, Fake News, Propaganda, and Media Bias: Truth Seeking in the Post-Truth Era ↗Preslav Nakov, Giovanni Da San Martino · Tutorial Abstracts5 citations
- Generating Dialogue Responses from a Semantic Latent Space ↗Wei-Jen Ko, Avik Ray, Yilin Shen et al.5 citations
- Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity ↗Pedro Rodriguez, Paul Crook, Seungwhan Moon et al.5 citations
- Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model ↗Jun Yen Leung, Guy Emerson, Ryan Cotterell5 citations
- Latent Geographical Factors for Analyzing the Evolution of Dialects in Contact ↗Yugo Murawaki5 citations
- Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions ↗Arya D. McCarthy, Adina Williams, Shijia Liu et al.5 citations
- Reading Between the Lines: Exploring Infilling in Visual Narratives ↗Khyathi Raghavi Chandu, Ruo-Ping Dong, Alan W Black5 citations
- Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks ↗Parisa Kordjamshidi, James Pustejovsky, Marie-Francine Moens · Tutorial Abstracts5 citations
- Supervised Seeded Iterated Learning for Interactive Language Learning ↗Yuchen Lu, Soumye Singhal, Florian Strub et al.5 citations
- The Grammar of Emergent Languages ↗Oskar van der Wal, Silvan de Boer, Elia Bruni et al.5 citations
- Towards Interpretable Reasoning over Paragraph Effects in Situation ↗Mucheng Ren, Xiubo Geng, Tao Qin et al.5 citations
- Translation Quality Estimation by Jointly Learning to Score and Rank ↗Jingyi Zhang, Josef van Genabith5 citations
- Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube ↗Jack Hessel, Zhenhai Zhu, Bo Pang et al.4 citations
- Constrained Fact Verification for FEVER ↗Adithya Pratapa, Sai Muralidhar Jayanthi, Kavya Nerella4 citations
- Exploring Semantic Capacity of Terms ↗Jie Huang, Zilong Wang, Kevin Chang et al.4 citations
- Incorporating Behavioral Hypotheses for Query Generation ↗Ruey-Cheng Chen, Chia-Jung Lee4 citations
- Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing ↗Piotr Szymański, Kyle Gorman4 citations
- Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning ↗Ye Liu, Sheng Zhang, Rui Song et al.4 citations
- Parsing Gapping Constructions Based on Grammatical and Semantic RolesYoshihide Kato, Shigeki Matsubara4 citations · our summary
- Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses ↗Prathyusha Jwalapuram, Shafiq Joty, Youlin Shen4 citations
- Public Sentiment Drift Analysis Based on Hierarchical Variational Auto-encoder ↗Wenyue Zhang, Xiaoli Li, Yang Li et al.4 citations
- The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs ↗Nitish Shirish Keskar, Bryan McCann, Caiming Xiong et al.4 citations
- The role of context in neural pitch accent detection in English ↗Elizabeth Nielsen, Mark Steedman, Sharon Goldwater4 citations
- Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages ↗Michael A. Hedderich, David I. Adelani, Dawei Zhu et al.4 citations
- Deconstructing word embedding algorithms ↗Kian Kenyon-Dean, Edward Newell, Jackie Chi Kit Cheung3 citations
- Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks ↗Denis Emelin, Ivan Titov, Rico Sennrich3 citations
- ENTYFI: A System for Fine-grained Entity Typing in Fictional Texts ↗Cuong Xuan Chu, Simon Razniewski, Gerhard Weikum · System Demonstrations3 citations
- Extracting Implicitly Asserted Propositions in Argumentation ↗Yohan Jo, Jacky Visser, Chris Reed et al.3 citations
- How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue ↗Henry Elder, Alexander O'Connor, Jennifer Foster3 citations
- Intrinsic Probing through Dimension Selection ↗Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell3 citations
- Learning to Pronounce Chinese Without a Pronunciation Dictionary ↗Christopher Chu, Scot Fang, Kevin Knight3 citations
- Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection ↗Ruize Wang, Duyu Tang, Nan Duan et al.3 citations
- Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies ↗Maryam Aminian, Mohammad Sadegh Rasooli, Mona Diab3 citations
- Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act TaggingSemih Yavuz, Kazuma Hashimoto, Wenhao Liu et al.3 citations · our summary
- Simultaneous Translation ↗Liang Huang, Colin Cherry, Mingbo Ma et al. · Tutorial Abstracts3 citations
- To Schedule or not to Schedule: Extracting Task Specific Temporal Entities and Associated Negation Constraints ↗Barun Patra, Chala Fufa, Pamela Bhattacharya et al.3 citations
- Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models ↗Pierangelo Lombardo, Alessio Boiardi, Luca Colombo et al.3 citations
- AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network ↗Xinyu Wang, Yong Jiang, Nguyen Bach et al.2 citations
- Agent Assist through Conversation Analysis ↗Kshitij Fadnis, Nathaniel Mills, Jatin Ganhotra et al. · System Demonstrations2 citations
- An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks ↗Lifu Tu, Tianyu Liu, Kevin Gimpel2 citations
- Coding Textual Inputs Boosts the Accuracy of Neural Networks ↗Abdul Rafae Khan, Jia Xu, Weiwei Sun2 citations
- DORB: Dynamically Optimizing Multiple Rewards with Bandits ↗Ramakanth Pasunuru, Han Guo, Mohit Bansal2 citations
- Generating Image Descriptions via Sequential Cross-Modal Alignment Guided by Human Gaze ↗Ece Takmaz, Sandro Pezzelle, Lisa Beinborn et al.2 citations
- Q-learning with Language Model for Edit-based Unsupervised Summarization ↗Ryosuke Kohita, Akifumi Wachi, Yang Zhao et al.2 citations
- Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models ↗Alexander Terenin, Måns Magnusson, Leif Jonsson2 citations
- Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring Factors ↗Sida Gao, Matthew R. Gormley2 citations
- Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications ↗Matthew Khoury, Rumen Dangovski, Longwu Ou et al.2 citations
- A Simple Approach to Learning Unsupervised Multilingual Embeddings ↗Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra1 citation
- Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations ↗Arturo Oncevay, Barry Haddow, Alexandra Birch1 citation
- CoSaTa: A Constraint Satisfaction Solver and Interpreted Language for Semi-Structured Tables of Sentences ↗Peter Jansen · System Demonstrations1 citation
- DagoBERT: Generating Derivational Morphology with a Pretrained Language Model ↗Valentin Hofmann, Janet Pierrehumbert, Hinrich Schütze1 citation
- HUMAN: Hierarchical Universal Modular ANnotator ↗Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa et al. · System Demonstrations1 citation
- Small but Mighty: New Benchmarks for Split and Rephrase ↗Li Zhang, Huaiyu Zhu, Siddhartha Brahma et al.1 citation
- Word class flexibility: A deep contextualized approach ↗Bai Li, Guillaume Thomas, Yang Xu et al.1 citation
- A Streaming Approach For Efficient Batched Beam Search ↗Kevin Yang, Violet Yao, John DeNero et al.
- ARES: A Reading Comprehension Ensembling Service ↗Anthony Ferritto, Lin Pan, Rishav Chakravarti et al. · System Demonstrations
- Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent ↗Yun-Hsuan Jen, Chieh-Yang Huang, MeiHua Chen et al.
- Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution ↗Yordan Yordanov, Oana-Maria Camburu, Vid Kocijan et al.
- Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents ↗Gregory Yauney, Jack Hessel, David Mimno
- Improving Low Compute Language Modeling with In-Domain Embedding Initialisation ↗Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld
- Multi-view Story Characterization from Movie Plot Synopses and Reviews ↗Sudipta Kar, Gustavo Aguilar, Mirella Lapata et al.
- NeuSpell: A Neural Spelling Correction Toolkit ↗Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig · System Demonstrations
- Solving Historical Dictionary Codes with a Neural Language Model ↗Christopher Chu, Raphael Valenti, Kevin Knight
- Substance over Style: Document-Level Targeted Content Transfer ↗Allison Hegel, Sudha Rao, Asli Celikyilmaz et al.
- Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning ↗Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins
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