📅 Papers of 2021 — page 3367 papers · all years1 2 3 4Maintaining Common Ground in Dynamic EnvironmentsTakuma Udagawa, Akiko AizawaResearch libraryMaking Pre-trained Language Models Better Few-shot LearnersTianyu Gao, Adam Fisch, Danqi ChenProceedings of the 59th Annual Meeting of the…MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.Transactions of the Association for…Masked Autoencoders Are Scalable Vision LearnersKaiming He, Xinlei Chen, Saining Xie, et al.arXiv:2111.06377Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for LittleKoustuv Sinha, Robin Jia, Dieuwke Hupkes, et al.Proceedings of the 2021 Conference on Empirical…MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersKrishna Pillutla, Swabha Swayamdipta, Rowan Zellers, et al.arXiv:2102.01454Measuring Coding Challenge Competence With APPSDan Hendrycks, Steven Basart, Saurav Kadavath, et al.arXiv:2105.09938Measuring Mathematical Problem Solving With the MATH DatasetDan Hendrycks, Collin Burns, Saurav Kadavath, et al.arXiv:2103.03874Merging Models with Fisher-Weighted AveragingMichael Matena, Colin RaffelarXiv:2111.09832Metacommunicative-why fragments as probes into the grammar of the speech act layerRebecca Woods, Luis VicenteEnglishMIDAS: A Dialog Act Annotation Scheme for Open Domain Human-Machine Spoken ConversationsDian Yu, Zhou YuEnglishMind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style TransferFanchao Qi, Yangyi Chen, Xurui Zhang, et al.Proceedings of the 2021 Conference on Empirical…MiniF2F: a cross-system benchmark for formal Olympiad-level mathematicsKunhao Zheng, Jesse Michael Han, Stanislas PoluarXiv:2109.00110Minor changes make a difference: a case study on the consistency of UD-based dependency parsersDmytro Kalpakchi, Johan BoyeMova's core listMischievous nominal constructions in Universal DependenciesNathan Schneider, Amir ZeldesMova's core listMorphyNet: a Large Multilingual Database of Derivational and Inflectional MorphologyKhuyagbaatar Batsuren, Gabor Bella, Fausto GiunchigliaEnglishMTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing BenchmarkHaoran Li, Abhinav Arora, Shuohui Chen, et al.Proceedings of the 16th Conference of the…Multi-tasking Dialogue Comprehension with Discourse ParsingYuchen He, Zhuosheng Zhang, Hai ZhaoProceedings of the 35th Pacific Asia Conference…Multilingual Coreference Resolution with Harmonized AnnotationsOndřej Pražák, Miloslav Konopík, Jakub SidoProceedings of the International Conference on…Multilingual Translation from Denoising Pre-TrainingYuqing Tang, Chau Tran, Xian Li, et al.Findings of the Association for Computational…Multimodal Few-Shot Learning with Frozen Language ModelsMaria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.arXiv:2106.13884Multitask Prompted Training Enables Zero-Shot Task GeneralizationVictor Sanh, Albert Webson, Colin Raffel, et al.arXiv:2110.08207Multiword expressions as discourse markers in Hebrew and LithuanianGiedre Valunaite Oleskeviciene, Chaya LiebeskindModern HebrewMuppet: Massive Multi-task Representations with Pre-FinetuningArmen Aghajanyan, Anchit Gupta, Akshat Shrivastava, et al.Proceedings of the 2021 Conference on Empirical…MuRIL: Multilingual Representations for Indian LanguagesSimran Khanuja, Diksha Bansal, Sarvesh Mehtani, et al.arXiv:2103.10730Neural Modeling for Named Entities and Morphology (NEMO2)Dan Bareket, Reut TsarfatyModern HebrewNew Perspectives in Biblical and Rabbinic HebrewAaron D. Hornkohl, Geoffrey KhanAncient HebrewNLP in the DH pipeline: Transfer-learning to a ChronolectAynat Rubinstein, Avi ShmidmanModern HebrewNoisy Channel Language Model Prompting for Few-Shot Text ClassificationSewon Min, Mike Lewis, Hannaneh Hajishirzi, et al.arXiv:2108.04106NOPE: A Corpus of Naturally-Occurring Presuppositions in EnglishAlicia Parrish, Sebastian Schuster, Alex Warstadt, et al.EnglishNot Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and GenerationFeng Jiang, Yaxin Fan, Xiaomin Chu, et al.Proceedings of the 2021 Conference on Empirical…OCR-free Document Understanding TransformerGeewook Kim, Teakgyu Hong, Moonbin Yim, et al.arXiv:2111.15664On Generalization in Coreference ResolutionShubham Toshniwal, Patrick Xia, Sam Wiseman, et al.EnglishOn Releasing Annotator-Level Labels and Information in DatasetsVinodkumar Prabhakaran, Aida Mostafazadeh Davani, Mark DiazProceedings of the Joint 15th Linguistic…On the Opportunities and Risks of Foundation ModelsRishi Bommasani, Drew A. Hudson, Ehsan Adeli, et al.arXiv:2108.07258On the Relation between Syntactic Divergence and Zero-Shot PerformanceOfir Arviv, Dmitry Nikolaev, Taelin Karidi, et al.Proceedings of the 2021 Conference on Empirical…OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More GenresYilun Zhu, Sameer Pradhan, Amir ZeldesProceedings of the 59th Annual Meeting of the…Overcoming the challenges in morphological annotation of Turkish in universal dependencies frameworkTalha Bedir, Karahan Şahin, Onur Gungor, et al.Proceedings of the Joint 15th Linguistic…Overview of the WANLP 2021 Shared Task on Sarcasm and Sentiment Detection in ArabicIbrahim Abu Farha, Wajdi Zaghouani, Walid MagdyProceedings of the Sixth Arabic Natural…P-Stance: A Large Dataset for Stance Detection in Political DomainYingjie Li, Tiberiu Sosea, Aditya Sawant, et al.Findings of the Association for Computational…P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and TasksXiao Liu, Kaixuan Ji, Yicheng Fu, et al.arXiv:2110.07602PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.Transactions of the Association for…Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights CasesIlias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, et al.Proceedings of the 2021 Conference of the North…Paragraph-level Simplification of Medical TextsAshwin Devaraj, Iain Marshall, Byron Wallace, et al.Proceedings of the 2021 Conference of the North…Parameter-Efficient Transfer Learning with Diff PruningDemi Guo, Alexander Rush, Yoon KimProceedings of the 59th Annual Meeting of the…ParaShoot: A Hebrew Question Answering DatasetOmri Keren, Omer LevyModern HebrewPerceiver: General Perception with Iterative AttentionAndrew Jaegle, Felix Gimeno, Andrew Brock, et al.arXiv:2103.03206Persistent Anti-Muslim Bias in Large Language ModelsAbubakar Abid, Maheen Farooqi, James ZouarXiv:2101.05783Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion CausesHyunwoo Kim, Byeongchang Kim, Gunhee KimProceedings of the 2021 Conference on Empirical…Points of Contact: The Shared Intellectual History of Vocalisation in Syriac, Arabic, and HebrewNick PosegayAncient HebrewPragmatic competence of pre-trained language models through the lens of discourse connectivesLalchand Pandia, Yan Cong, Allyson EttingerProceedings of the 25th Conference on…Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.arXiv:2107.13586Pre-Training BERT on Arabic Tweets: Practical ConsiderationsAhmed Abdelali, Sabit Hassan, Hamdy Mubarak, et al.arXiv:2102.10684Predicting scalar inferences from "or" to "not both" using neural sentence encodersElissa Li, Sebastian Schuster, Judith DegenEnglishProbing Contextual Language Models for Common Ground with Visual RepresentationsGabriel Ilharco, Rowan Zellers, Ali Farhadi, et al.Proceedings of the 2021 Conference of the North…Probing for idiomaticity in vector space modelsMarcos Garcia, Tiago Kramer Vieira, Carolina Scarton, et al.Proceedings of the 16th Conference of the…Program Synthesis with Large Language ModelsJacob Austin, Augustus Odena, Maxwell Nye, et al.arXiv:2108.07732Prompt Programming for Large Language Models: Beyond the Few-Shot ParadigmLaria Reynolds, Kyle McDonellarXiv:2102.07350ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural LanguageOyvind Tafjord, Bhavana Dalvi, Peter ClarkFindings of the Association for Computational…Pseudo Zero Pronoun Resolution Improves Zero Anaphora ResolutionRyuto Konno, Shun Kiyono, Yuichiroh Matsubayashi, et al.Proceedings of the 2021 Conference on Empirical…QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationMing Zhong, Da Yin, Tao Yu, et al.Proceedings of the 2021 Conference of the North…Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.arXiv:2103.12028 · Transactions of the…QuestEval: Summarization Asks for Fact-based EvaluationThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.Proceedings of the 2021 Conference on Empirical…Realistic Evaluation Principles for Cross-document Coreference ResolutionArie Cattan, Alon Eirew, Gabriel Stanovsky, et al.Proceedings of *SEM 2021: The Tenth Joint…Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyBonan Min, Hayley Ross, Elior Sulem, et al.arXiv:2111.01243Recipes for Building an Open-Domain ChatbotStephen Roller, Emily Dinan, Naman Goyal, et al.Proceedings of the 16th Conference of the…Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative RefinementAlireza Mohammadshahi, James HendersonEnglishRecursively Summarizing Books with Human FeedbackJeff Wu, Long Ouyang, Daniel M. Ziegler, et al.arXiv:2109.10862Referenceless Parsing-Based Evaluation of AMR-to-English GenerationEmma Manning, Nathan SchneiderEnglishResolving Prepositional Phrase Attachment Ambiguities with Contextualized Word EmbeddingsAdwait Ratnaparkhi, Atul KumarEnglishResults of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News DomainMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.Proceedings of the Sixth Conference on Machine…Retrieval Augmentation Reduces Hallucination in ConversationKurt Shuster, Spencer Poff, Moya Chen, et al.arXiv:2104.07567Revisiting Shallow Discourse Parsing in the PDTB-3: Handling Intra-sentential ImplicitsZheng Zhao, Bonnie WebberEnglishRobustifying Multi-hop QA through Pseudo-Evidentiality TrainingKyungjae Lee, Seung-won Hwang, Sang-eun Han, et al.Proceedings of the 59th Annual Meeting of the…RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringYingqi Qu, Yuchen Ding, Jing Liu, et al.Proceedings of the 2021 Conference of the North…Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionChao Jia, Yinfei Yang, Ye Xia, et al.arXiv:2102.05918 · International Conference on…Scaling Within Document Coreference to Long TextsRaghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar, et al.Findings of the Association for Computational…Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLPTimo Schick, Sahana Udupa, Hinrich SchutzearXiv:2103.00453Semantic Ambiguity of So-Called "Stative Verbs" in Biblical Hebrew: Beyond Active vs. Stative Binary Opposition for the Qatal and Qatil Forms in the Qal StemJun SatoAncient HebrewSemLink 2.0: Chasing Lexical ResourcesKevin Stowe, Jenette Preciado, Kathryn Conger, et al.EnglishSentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsJianmo Ni, Gustavo Hernandez Abrego, Noah Constant, et al.arXiv:2108.08877Sequential Cross-Document Coreference ResolutionEmily Allaway, Shuai Wang, Miguel BallesterosProceedings of the 2021 Conference on Empirical…Show your work: Scratchpads for intermediate computation with language modelsResearch librarySimCLS: A Simple Framework for Contrastive Learning of Abstractive SummarizationYixin Liu, Pengfei LiuProceedings of the 59th Annual Meeting of the…SimCSE: Simple Contrastive Learning of Sentence EmbeddingsTianyu Gao, Xingcheng Yao, Danqi ChenarXiv:2104.08821SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionZirui Wang, Jiahui Yu, Adams Wei Yu, et al.arXiv:2108.10904SiPOS: A Benchmark Dataset for Sindhi Part-of-Speech TaggingWazir Ali, Zenglin Xu, Jay KumarProceedings of the Student Research Workshop…Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced LanguagesKelechi Ogueji, Yuxin Zhu, Jimmy LinProceedings of the 1st Workshop on Multilingual…Societal Biases in Language Generation: Progress and ChallengesEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.Proceedings of the 59th Annual Meeting of the…SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.arXiv:2107.03312Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.Transactions of the Association for…SPARTQA: A Textual Question Answering Benchmark for Spatial ReasoningRoshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning, et al.Mova's core listSpeaker Turn Modeling for Dialogue Act ClassificationZihao He, Leili Tavabi, Kristina Lerman, et al.EnglishSPLADE: Sparse Lexical and Expansion Model for First Stage RankingThibault Formal, Benjamin Piwowarski, Stéphane ClinchantSIGIR 2021Splitting EUD Graphs into Trees: A Quick and Clatty ApproachMark Anderson, Carlos Gómez-RodríguezProceedings of the 17th International…Stages rather than ages in the acquisition of movement structures: Data from sentence repetition and 27696 spontaneous clausesNaama Friedmann, Julia ReznickModern HebrewStance Detection in COVID-19 TweetsKyle Glandt, Sarthak Khanal, Yingjie Li, et al.Proceedings of the 59th Annual Meeting of the…Stay Together: A System for Single and Split-antecedent Anaphora ResolutionJuntao Yu, Nafise Sadat Moosavi, Silviu Paun, et al.Proceedings of the 2021 Conference of the North…StereoSet: Measuring stereotypical bias in pretrained language modelsMoin Nadeem, Anna Bethke, Siva ReddyProceedings of the 59th Annual Meeting of the…Structured Denoising Diffusion Models in Discrete State-SpacesJacob Austin, Daniel D. Johnson, Jonathan Ho, et al.arXiv:2107.030061 2 3 4↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2021/page/3/