EACL 2021: all accepted papers
- Diverse Adversaries for Mitigating Bias in Training ↗Xudong Han, Timothy Baldwin, Trevor Cohn24 citations
- End-to-End Argument Mining as Biaffine Dependency Parsing ↗Yuxiao Ye, Simone Teufel24 citations
- HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing ↗Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin et al. · System Demonstrations24 citations
- Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling ↗Ernie Chang, Vera Demberg, Alex Marin24 citations
- Towards More Fine-grained and Reliable NLP Performance Prediction ↗Zihuiwen Ye, Pengfei Liu, Jinlan Fu et al.24 citations
- Attention Can Reflect Syntactic Structure (If You Let It) ↗Vinit Ravishankar, Artur Kulmizev, Mostafa Abdou et al.23 citations
- Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous GraphYin Jou Huang, Sadao Kurohashi23 citations · our summary
- Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale ↗Gabriella Skitalinskaya, Jonas Klaff, Henning Wachsmuth23 citations
- On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search ↗Gustavo Penha, Claudia Hauff23 citations
- Contrastive Multi-document Question Generation ↗Woon Sang Cho, Yizhe Zhang, Sudha Rao et al.22 citations
- LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content ↗Shreya Gupta, Parantak Singh, Megha Sundriyal et al.22 citations
- LOME: Large Ontology Multilingual Extraction ↗Patrick Xia, Guanghui Qin, Siddharth Vashishtha et al. · System Demonstrations22 citations
- Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders ↗Xiang Kong, Adithya Renduchintala, James Cross et al.22 citations
- Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMRJuri Opitz, Anette Frank22 citations · our summary
- Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions ↗Pere-Lluís Huguet Cabot, David Abadi, Agneta Fischer et al.22 citations
- ASAD: Arabic Social media Analytics and unDerstanding ↗Sabit Hassan, Hamdy Mubarak, Ahmed Abdelali et al. · System Demonstrations21 citations
- BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection ↗Beatrice Portelli, Edoardo Lenzi, Emmanuele Chersoni et al.21 citations
- Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies ↗Gabriele Pergola, Elena Kochkina, Lin Gui et al.21 citations
- EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction ↗Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya21 citations
- FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary ↗Terra Blevins, Mandar Joshi, Luke Zettlemoyer21 citations
- Improving Factual Consistency Between a Response and Persona Facts ↗Mohsen Mesgar, Edwin Simpson, Iryna Gurevych21 citations
- SICK-NL: A Dataset for Dutch Natural Language Inference ↗Gijs Wijnholds, Michael Moortgat21 citations
- Subword Pooling Makes a Difference ↗Judit Ács, Ákos Kádár, Andras Kornai21 citations
- Unification-based Reconstruction of Multi-hop Explanations for Science Questions ↗Marco Valentino, Mokanarangan Thayaparan, André Freitas21 citations
- AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization ↗Keping Bi, Rahul Jha, Bruce Croft et al.20 citations
- I Beg to Differ: A study of constructive disagreement in online conversations ↗Christine De Kock, Andreas Vlachos20 citations
- WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context ↗Anna Breit, Artem Revenko, Kiamehr Rezaee et al.20 citations
- Top-down Discourse Parsing via Sequence LabellingFajri Koto, Jey Han Lau, Timothy Baldwin19 citations · our summary
- A reproduction of Apple's bi-directional LSTM models for language identification in short strings ↗Mads Toftrup, Søren Asger Sørensen, Manuel R. Ciosici et al. · Student Research Workshop18 citations
- Belief-based Generation of Argumentative Claims ↗Milad Alshomary, Wei-Fan Chen, Timon Gurcke et al.18 citations
- Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? ↗Yixuan Tang, Hwee Tou Ng, Anthony Tung18 citations
- Elastic weight consolidation for better bias inoculation ↗James Thorne, Andreas Vlachos18 citations
- Exploiting Definitions for Frame Identification ↗Tianyu Jiang, Ellen Riloff18 citations
- Implicitly Abusive Comparisons – A New Dataset and Linguistic Analysis ↗Michael Wiegand, Maja Geulig, Josef Ruppenhofer18 citations
- Multilingual and cross-lingual document classification: A meta-learning approach ↗Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra et al.18 citations
- Non-Autoregressive Text Generation with Pre-trained Language Models ↗Yixuan Su, Deng Cai, Yan Wang et al.18 citations
- A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News ↗Jasabanta Patro, Sabyasachee Baruah17 citations
- BERTective: Language Models and Contextual Information for Deception Detection ↗Tommaso Fornaciari, Federico Bianchi, Massimo Poesio et al.17 citations
- Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation ↗Ye Liu, Yao Wan, Jianguo Zhang et al.17 citations
- Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings ↗Kailash Karthik Saravanakumar, Miguel Ballesteros, Muthu Kumar Chandrasekaran et al.17 citations
- GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition ↗Xinyan Zhao, Haibo Ding, Zhe Feng17 citations
- Graph Matching and Graph Rewriting: GREW tools for corpus exploration, maintenance and conversion ↗Bruno Guillaume · System Demonstrations17 citations
- NLQuAD: A Non-Factoid Long Question Answering Data Set ↗Amir Soleimani, Christof Monz, Marcel Worring17 citations
- Quality Estimation without Human-labeled Data ↗Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala et al.17 citations
- Scientific Discourse Tagging for Evidence Extraction ↗Xiangci Li, Gully Burns, Nanyun Peng17 citations
- StructSum: Summarization via Structured Representations ↗Vidhisha Balachandran, Artidoro Pagnoni, Jay Yoon Lee et al.17 citations
- A Neural Few-Shot Text Classification Reality Check ↗Thomas Dopierre, Christophe Gravier, Wilfried Logerais16 citations
- BART-TL: Weakly-Supervised Topic Label Generation ↗Cristian Popa, Traian Rebedea16 citations
- Benchmarking Machine Reading Comprehension: A Psychological Perspective ↗Saku Sugawara, Pontus Stenetorp, Akiko Aizawa16 citations
- Complex Question Answering on knowledge graphs using machine translation and multi-task learning ↗Saurabh Srivastava, Mayur Patidar, Sudip Chowdhury et al.16 citations
- Discourse Understanding and Factual Consistency in Abstractive Summarization ↗Saadia Gabriel, Antoine Bosselut, Jeff Da et al.16 citations
- Does Typological Blinding Impede Cross-Lingual Sharing? ↗Johannes Bjerva, Isabelle Augenstein16 citations
- From characters to words: the turning point of BPE merges ↗Ximena Gutierrez-Vasques, Christian Bentz, Olga Sozinova et al.16 citations
- Hidden Biases in Unreliable News Detection Datasets ↗Xiang Zhou, Heba Elfardy, Christos Christodoulopoulos et al. · 🏆 Honorable Mention for Best Long Paper16 citations
- Lexical Normalization for Code-switched Data and its Effect on POS Tagging ↗Rob van der Goot, Özlem Çetinoğlu16 citations
- Process-Level Representation of Scientific Protocols with Interactive Annotation ↗Ronen Tamari, Fan Bai, Alan Ritter et al.16 citations
- Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning ↗Ukyo Honda, Yoshitaka Ushiku, Atsushi Hashimoto et al.16 citations
- Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling ↗Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan16 citations
- Telling BERT's Full Story: from Local Attention to Global Aggregation ↗Damian Pascual, Gino Brunner, Roger Wattenhofer16 citations
- Understanding Pre-Editing for Black-Box Neural Machine Translation ↗Rei Miyata, Atsushi Fujita16 citations
- Better Neural Machine Translation by Extracting Linguistic Information from BERT ↗Hassan S. Shavarani, Anoop Sarkar15 citations
- ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction ↗Yijun Wang, Changzhi Sun, Yuanbin Wu et al.15 citations
- From Toxicity in Online Comments to Incivility in American News: Proceed with Caution ↗Anushree Hede, Oshin Agarwal, Linda Lu et al.15 citations
- Graph-based Fake News Detection using a Summarization Technique ↗Gihwan Kim, Youngjoong Ko15 citations
- Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification ↗Soumya Chatterjee, Ayush Maheshwari, Ganesh Ramakrishnan et al.15 citations
- Meta-Learning for Effective Multi-task and Multilingual Modelling ↗Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar et al.15 citations
- Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders ↗Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa et al.15 citations
- Paladin: an annotation tool based on active and proactive learning ↗Minh-Quoc Nghiem, Paul Baylis, Sophia Ananiadou · System Demonstrations15 citations
- The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation ↗Jonne Saleva, Constantine Lignos · Student Research Workshop15 citations
- Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models ↗Alexandre Duval, Thomas Lamson, Gaël de Léséleuc de Kérouara et al. · System Demonstrations14 citations
- COCO-EX: A Tool for Linking Concepts from Texts to ConceptNet ↗Maria Becker, Katharina Korfhage, Anette Frank · System Demonstrations14 citations
- Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings ↗Ohjoon Kwon, Dohyun Kim, Soo-Ryeon Lee et al.14 citations
- Predicting Treatment Outcome from Patient Texts:The Case of Internet-Based Cognitive Behavioural Therapy ↗Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem et al.14 citations
- Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling ↗Chris Emmery, Ákos Kádár, Grzegorz Chrupała13 citations
- Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set ↗Anca Maria Tache, Mihaela Găman, Radu Tudor Ionescu13 citations
- Data Augmentation for Hypernymy Detection ↗Thomas Kober, Julie Weeds, Lorenzo Bertolini et al.13 citations
- Detecting Extraneous Content in Podcasts ↗Sravana Reddy, Yongze Yu, Aasish Pappu et al.13 citations
- Exploring Transitivity in Neural NLI Models through VeridicalityHitomi Yanaka, Koji Mineshima, Kentaro Inui13 citations · our summary
- InterpreT: An Interactive Visualization Tool for Interpreting Transformers ↗Vasudev Lal, Arden Ma, Estelle Aflalo et al. · System Demonstrations13 citations
- Measuring and Improving Faithfulness of Attention in Neural Machine Translation ↗Pooya Moradi, Nishant Kambhatla, Anoop Sarkar13 citations
- Multilingual Entity and Relation Extraction Dataset and Model ↗Alessandro Seganti, Klaudia Firląg, Helena Skowronska et al.13 citations
- Summarising Historical Text in Modern Languages ↗Xutan Peng, Yi Zheng, Chenghua Lin et al.13 citations
- Bootstrapping Multilingual AMR with Contextual Word Alignments ↗Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo et al.12 citations
- ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical DomainBiaoyan Fang, Christian Druckenbrodt, Saber A Akhondi et al.12 citations · our summary
- CovRelex: A COVID-19 Retrieval System with Relation Extraction ↗Vu Tran, Van-Hien Tran, Phuong Minh Nguyen et al. · System Demonstrations12 citations
- Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation ↗Julia Ive, Andy Mingren Li, Yishu Miao et al.12 citations
- Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers ↗Krutarth Patel, Cornelia Caragea12 citations
- Grounding as a Collaborative Process ↗Luciana Benotti, Patrick Blackburn12 citations
- Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks ↗Lisa Bauer, Mohit Bansal12 citations
- PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation ↗Kemal Kurniawan, Lea Frermann, Philip Schulz et al.12 citations
- Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering ↗Wenhan Xiong, Hong Wang, William Yang Wang12 citations
- Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks ↗Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin et al.12 citations
- Streaming Models for Joint Speech Recognition and Translation ↗Orion Weller, Matthias Sperber, Christian Gollan et al.12 citations
- Adv-OLM: Generating Textual Adversaries via OLM ↗Vijit Malik, Ashwani Bhat, Ashutosh Modi11 citations
- Continuous Learning in Neural Machine Translation using Bilingual Dictionaries ↗Jan Niehues11 citations
- Cross-Topic Rumor Detection using Topic-Mixtures ↗Xiaoying Ren, Jing Jiang, Ling Min Serena Khoo et al.11 citations
- ELITR Multilingual Live Subtitling: Demo and Strategy ↗Ondřej Bojar, Dominik Macháček, Sangeet Sagar et al. · System Demonstrations11 citations
- Ellipsis Resolution as Question Answering: An EvaluationRahul Aralikatte, Matthew Lamm, Daniel Hardt et al.11 citations · our summary
- Evaluating language models for the retrieval and categorization of lexical collocations ↗Luis Espinosa Anke, Joan Codina-Filba, Leo Wanner11 citations
- Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning ↗Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin11 citations
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