EMNLP 2021: all accepted papers
- Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement ↗Bingzhi Li, Guillaume Wisniewski, Benoit Crabbé6 citations
- Automatically Exposing Problems with Neural Dialog Models ↗Dian Yu, Kenji Sagae6 citations
- Bayesian Topic Regression for Causal Inference ↗Maximilian Ahrens, Julian Ashwin, Jan-Peter Calliess et al.6 citations
- Biomedical Concept Normalization by Leveraging Hypernyms ↗Cheng Yan, Yuanzhe Zhang, Kang Liu et al.6 citations
- COMBO: State-of-the-Art Morphosyntactic Analysis ↗Mateusz Klimaszewski, Alina Wróblewska · System Demonstrations6 citations
- Classifying Dyads for Militarized Conflict Analysis ↗Niklas Stoehr, Lucas Torroba Hennigen, Samin Ahbab et al.6 citations
- Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer ↗Yun Ma, Yangbin Chen, Xudong Mao et al.6 citations
- Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation ↗Xin Tan, Longyin Zhang, Guodong Zhou6 citations
- Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation ↗Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber et al.6 citations
- Evaluating the Morphosyntactic Well-formedness of Generated Texts ↗Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani et al.6 citations
- FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations ↗Lukas Lange, Heike Adel, Jannik Strötgen et al.6 citations
- Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding ↗Tobias Falke, Patrick Lehnen6 citations
- Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing ↗Jingfeng Yang, Federico Fancellu, Bonnie Webber et al.6 citations
- Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection ↗Thuy-Trang Vu, Xuanli He, Dinh Phung et al.6 citations
- Good-Enough Example Extrapolation ↗Jason Wei6 citations
- IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages ↗Rexhina Blloshmi, Tommaso Pasini, Niccolò Campolungo et al.6 citations
- Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text ↗Christopher Clark, Jordi Salvador, Dustin Schwenk et al.6 citations
- It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data ↗Jinming Zhao, Philip Arthur, Gholamreza Haffari et al.6 citations
- Jointly Learning to Repair Code and Generate Commit Message ↗Jiaqi Bai, Long Zhou, Ambrosio Blanco et al.6 citations
- LexiClean: An annotation tool for rapid multi-task lexical normalisation ↗Tyler Bikaun, Tim French, Melinda Hodkiewicz et al. · System Demonstrations6 citations
- Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy ↗Alberto Testoni, Raffaella Bernardi6 citations
- One Source, Two Targets: Challenges and Rewards of Dual Decoding ↗Jitao Xu, François Yvon6 citations
- Pseudo Zero Pronoun Resolution Improves Zero Anaphora ResolutionRyuto Konno, Shun Kiyono, Yuichiroh Matsubayashi et al.6 citations · our summary
- Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot ↗Yitao Cai, Yue Cao, Xiaojun Wan6 citations
- SWEAT: Scoring Polarization of Topics across Different Corpora ↗Federico Bianchi, Marco Marelli, Paolo Nicoli et al.6 citations
- SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis ↗Pranav Maneriker, Yuntian He, Srinivasan Parthasarathy6 citations
- Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data ↗Erguang Yang, Mingtong Liu, Deyi Xiong et al.6 citations
- Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach ↗Haoming Jiang, Bo Dai, Mengjiao Yang et al.6 citations
- Towards Label-Agnostic Emotion Embeddings ↗Sven Buechel, Luise Modersohn, Udo Hahn6 citations
- Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation ↗Ashkan Alinejad, Hassan S. Shavarani, Anoop Sarkar6 citations
- Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender ↗Sky CH-Wang, David Jurgens6 citations
- Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models ↗Kun Zhou, Wayne Xin Zhao, Sirui Wang et al.6 citations
- Wasserstein Selective Transfer Learning for Cross-domain Text Mining ↗Lingyun Feng, Minghui Qiu, Yaliang Li et al.6 citations
- You should evaluate your language model on marginal likelihood over tokenisations ↗Kris Cao, Laura Rimell6 citations
- A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ↗Alexander Jones, William Yang Wang, Kyle Mahowald5 citations
- A Root of a Problem: Optimizing Single-Root Dependency Parsing ↗Miloš Stanojević, Shay B. Cohen5 citations
- AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples ↗Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy et al.5 citations
- Adaptive Bridge between Training and Inference for Dialogue Generation ↗Haoran Xu, Hainan Zhang, Yanyan Zou et al.5 citations
- Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach ↗Simiao Zuo, Chen Liang, Haoming Jiang et al.5 citations
- Automatic Construction of Enterprise Knowledge Base ↗Junyi Chai, Yujie He, Homa Hashemi et al. · System Demonstrations5 citations
- Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study ↗Ranran Zhen, Rui Wang, Guohong Fu et al.5 citations
- Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories ↗Wenlin Yao, Xiaoman Pan, Lifeng Jin et al.5 citations
- Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language ↗Avia Efrat, Uri Shaham, Dan Kilman et al.5 citations
- Don't Search for a Search Method –- Simple Heuristics Suffice for Adversarial Text Attacks ↗Nathaniel Berger, Stefan Riezler, Sebastian Ebert et al.5 citations
- DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling ↗Baojun Wang, Zhao Zhang, Kun Xu et al.5 citations
- Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement ↗Mengting Hu, Honglei Guo, Shiwan Zhao et al.5 citations
- Event Graph based Sentence Fusion ↗Ruifeng Yuan, Zili Wang, Wenjie Li5 citations
- Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization ↗Zhiyuan Zeng, Jiaze Chen, Weiran Xu et al.5 citations
- Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings ↗Shaopeng Lai, Ante Wang, Fandong Meng et al.5 citations
- Inducing Stereotypical Character Roles from Plot Structure ↗Labiba Jahan, Rahul Mittal, Mark Finlayson5 citations
- Intention Reasoning Network for Multi-Domain End-to-end Task-Oriented Dialogue ↗Zhiyuan Ma, Jianjun Li, Zezheng Zhang et al.5 citations
- Is this the end of the gold standard? A straightforward reference-less grammatical error correction metric ↗Md Asadul Islam, Enrico Magnani5 citations
- KOAS: Korean Text Offensiveness Analysis System ↗San-Hee Park, Kang-Min Kim, Seonhee Cho et al. · System Demonstrations5 citations
- Knowledge-Enriched Natural Language Generation ↗Wenhao Yu, Meng Jiang, Zhiting Hu et al. · Tutorial Abstracts5 citations
- Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification ↗Shuqun Li, Liang Yang, Weidong He et al.5 citations
- Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization ↗Ansong Ni, Matt Gardner, Pradeep Dasigi5 citations
- Nearest Neighbour Few-Shot Learning for Cross-lingual Classification ↗M Saiful Bari, Batool Haider, Saab Mansour5 citations
- On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings ↗Peter Jansen, Kelly J. Smith, Dan Moreno et al.5 citations
- PAUSE: Positive and Annealed Unlabeled Sentence Embedding ↗Lele Cao, Emil Larsson, Vilhelm von Ehrenheim et al.5 citations
- STaCK: Sentence Ordering with Temporal Commonsense Knowledge ↗Deepanway Ghosal, Navonil Majumder, Rada Mihalcea et al.5 citations
- Self-Supervised Quality Estimation for Machine Translation ↗Yuanhang Zheng, Zhixing Tan, Meng Zhang et al.5 citations
- Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems ↗Potsawee Manakul, Mark Gales5 citations
- The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning ↗Yuchen Lian, Arianna Bisazza, Tessa Verhoef5 citations
- Unsupervised Neural Machine Translation with Universal Grammar ↗Zuchao Li, Masao Utiyama, Eiichiro Sumita et al.5 citations
- Value-aware Approximate Attention ↗Ankit Gupta, Jonathan Berant5 citations
- ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization ↗Alireza Salemi, Emad Kebriaei, Ghazal Neisi Minaei et al.4 citations
- AUTOSUMM: Automatic Model Creation for Text Summarization ↗Sharmila Reddy Nangi, Atharv Tyagi, Jay Mundra et al.4 citations
- Athena 2.0: Contextualized Dialogue Management for an Alexa Prize SocialBot ↗Juraj Juraska, Kevin Bowden, Lena Reed et al. · System Demonstrations4 citations
- Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations ↗Vladimir Araujo, Andrés Villa, Marcelo Mendoza et al.4 citations
- Building the Directed Semantic Graph for Coherent Long Text Generation ↗Ziao Wang, Xiaofeng Zhang, Hongwei Du4 citations
- Crowdsourcing Beyond Annotation: Case Studies in Benchmark Data Collection ↗Alane Suhr, Clara Vania, Nikita Nangia et al. · Tutorial Abstracts4 citations
- Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online NewsMichael Bugert, Iryna Gurevych4 citations · our summary
- Exophoric Pronoun Resolution in Dialogues with Topic Regularization ↗Xintong Yu, Hongming Zhang, Yangqiu Song et al.4 citations
- Exploring Non-Autoregressive Text Style Transfer ↗Yun Ma, Qing Li4 citations
- Extracting Material Property Measurement Data from Scientific Articles ↗Gihan Panapitiya, Fred Parks, Jonathan Sepulveda et al.4 citations
- GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks ↗Weicheng Ma, Renze Lou, Kai Zhang et al.4 citations
- Improved Latent Tree Induction with Distant Supervision via Span Constraints ↗Zhiyang Xu, Andrew Drozdov, Jay Yoon Lee et al.4 citations
- Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation ↗Eva Hasler, Tobias Domhan, Jonay Trenous et al.4 citations
- Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech Translation ↗Marco Gaido, Susana Rodríguez, Matteo Negri et al.4 citations
- Knowledge Base Completion Meets Transfer Learning ↗Vid Kocijan, Thomas Lukasiewicz4 citations
- Learning to Selectively Learn for Weakly-supervised Paraphrase Generation ↗Kaize Ding, Dingcheng Li, Alexander Hanbo Li et al.4 citations
- Mapping probability word problems to executable representations ↗Simon Suster, Pieter Fivez, Pietro Totis et al.4 citations
- Model Selection for Cross-lingual Transfer ↗Yang Chen, Alan Ritter4 citations
- Multivalent Entailment Graphs for Question Answering ↗Nick McKenna, Liane Guillou, Mohammad Javad Hosseini et al.4 citations
- Narrative Embedding: Re-Contextualization Through Attention ↗Sean Wilner, Daniel Woolridge, Madeleine Glick4 citations
- Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning ↗Yuanzhi Chen, Mohammad Hasan4 citations
- Paired Examples as Indirect Supervision in Latent Decision Models ↗Nitish Gupta, Sameer Singh, Matt Gardner et al.4 citations
- Region under Discussion for visual dialog ↗Mauricio Mazuecos, Franco M. Luque, Jorge Sánchez et al.4 citations
- Rule-based Morphological Inflection Improves Neural Terminology Translation ↗Weijia Xu, Marine Carpuat4 citations
- Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction ↗Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten et al.4 citations
- Sequential Randomized Smoothing for Adversarially Robust Speech Recognition ↗Raphael Olivier, Bhiksha Raj4 citations
- Smoothing Dialogue States for Open Conversational Machine Reading ↗Zhuosheng Zhang, Siru Ouyang, Hai Zhao et al.4 citations
- Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large ↗Arman Zharmagambetov, Magzhan Gabidolla, Miguel A. Carreira-Perpinan4 citations
- Studying word order through iterative shuffling ↗Esmeralda S. Whitammer, Sameera Lanka, Pranav Goel et al.4 citations
- The Effect of Round-Trip Translation on Fairness in Sentiment Analysis ↗Jonathan Gabel Christiansen, Mathias Gammelgaard, Anders Søgaard4 citations
- Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models ↗Tassilo Klein, Moin Nabi4 citations
- UMR-Writer: A Web Application for Annotating Uniform Meaning Representations ↗Jin Zhao, Nianwen Xue, Jens Van Gysel et al. · System Demonstrations4 citations
- Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion ↗Xiaobao Guo, Adams Kong, Huan Zhou et al.4 citations
- WhyAct: Identifying Action Reasons in Lifestyle Vlogs ↗Oana Ignat, Santiago Castro, Hanwen Miao et al.4 citations
- “Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models ↗Zihan Wang, Chengyu Dong, Jingbo Shang4 citations
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