Papers of 2020 — page 3323 papers · all years1 2 3 4Neural Syntactic Preordering for Controlled Paraphrase GenerationTanya Goyal, Greg DurrettProceedings of the 58th Annual Meeting of the…NoEl: An Annotated Corpus for Noun Ellipsis in EnglishPayal Khullar, Kushal Majmundar, Manish ShrivastavaEnglishNull It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionShauli Ravfogel, Yanai Elazar, Hila Gonen, et al.Proceedings of the 58th Annual Meeting of the…On the Cross-lingual Transferability of Monolingual RepresentationsMikel Artetxe, Sebastian Ruder, Dani YogatamaProceedings of the 58th Annual Meeting of the…On The Evaluation of Machine Translation Systems Trained With Back-TranslationSergey Edunov, Myle Ott, Marc'Aurelio Ranzato, et al.Proceedings of the 58th Annual Meeting of the…On the Importance of Tokenization in Arabic Embedding ModelsMohamed Alkaoud, Mairaj SyedSemitic languagesOn the Sentence Embeddings from Pre-trained Language ModelsBohan Li, Hao Zhou, Junxian He, et al.Proceedings of the 2020 Conference on Empirical…On the syntax of object pronouns in Old English and Early Middle EnglishChiara De Bastiani, Roland HinterhölzlEnglishOscar: Object-Semantics Aligned Pre-training for Vision-Language TasksXiujun Li, Xi Yin, Chunyuan Li, et al.arXiv:2004.06165Overview of the IWPT 2020 Shared Task on Parsing into Enhanced Universal DependenciesGosse Bouma, Djamé Seddah, Daniel ZemanEnglishOverview of the TREC 2019 deep learning trackNick Craswell, Bhaskar Mitra, Emine Yilmaz, et al.arXiv:2003.07820ParaCrawl: Web-Scale Acquisition of Parallel CorporaMarta Bañón, Pinzhen Chen, Barry Haddow, et al.Proceedings of the 58th Annual Meeting of the…Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic DiversityBrian Thompson, Matt PostProceedings of the Fifth Conference on Machine…Parsing Gapping Constructions Based on Grammatical and Semantic RolesYoshihide Kato, Shigeki MatsubaraEnglishParticipatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.Findings of the Association for Computational…PhoBERT: Pre-trained language models for VietnameseDat Quoc Nguyen, Anh Tuan NguyenFindings of the Association for Computational…Politeness Transfer: A Tag and Generate ApproachAman Madaan, Amrith Setlur, Tanmay Parekh, et al.Proceedings of the 58th Annual Meeting of the…Pre-trained Models for Natural Language Processing: A SurveyXipeng Qiu, Tianxiang Sun, Yige Xu, et al.arXiv:2003.08271 · SCIENCE CHINA Technological…Pretrained Transformers Improve Out-of-Distribution RobustnessDan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.arXiv:2004.06100Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.Proceedings of the 2020 Conference on Empirical…pyBART: Evidence-based Syntactic Transformations for IEAryeh Tiktinsky, Yoav Goldberg, Reut TsarfatyEnglishPyTorch Distributed: Experiences on Accelerating Data Parallel TrainingShen Li, Yanli Zhao, Rohan Varma, et al.arXiv:2006.15704QANom: Question-Answer driven SRL for NominalizationsAyal Klein, Jonathan Mamou, Valentina Pyatkin, et al.EnglishQuantifying Attention Flow in TransformersSamira Abnar, Willem ZuidemaProceedings of the 58th Annual Meeting of the…Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationEmily Dinan, Angela Fan, Adina Williams, et al.Proceedings of the 2020 Conference on Empirical…RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language ModelsSamuel Gehman, Suchin Gururangan, Maarten Sap, et al.Findings of the Association for Computational…Reasoning Requirements for Indirect Speech Act InterpretationVasanth Sarathy, Alexander Tsuetaki, Antonio Roque, et al.EnglishReasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic AssociationNan Xu, Zhixiong Zeng, Wenji MaoProceedings of the 58th Annual Meeting of the…ReClor: A Reading Comprehension Dataset Requiring Logical ReasoningWeihao Yu, Zihang Jiang, Yanfei Dong, et al.arXiv:2002.04326Reformer: The Efficient TransformerNikita Kitaev, Łukasz Kaiser, Anselm LevskayaarXiv:2001.04451Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit IyyerMachine translationRestoration of Fragmentary Babylonian Texts Using Recurrent Neural NetworksEthan Fetaya, Yonatan Lifshitz, Elad Aaron, et al.Semitic languagesResults of the WMT20 Metrics Shared TaskNitika Mathur, Johnny Wei, Markus Freitag, et al.Proceedings of the Fifth Conference on Machine…Rethinking embedding coupling in pre-trained language modelsHyung Won Chung, Thibault Févry, Henry Tsai, et al.arXiv:2010.12821Revealing the Myth of Higher-Order Inference in Coreference ResolutionLiyan Xu, Jinho D. ChoiProceedings of the 2020 Conference on Empirical…Revisiting Few-sample BERT Fine-tuningTianyi Zhang, Felix Wu, Arzoo Katiyar, et al.arXiv:2006.05987Revisiting Pre-Trained Models for Chinese Natural Language ProcessingYiming Cui, Wanxiang Che, Ting Liu, et al.arXiv:2004.13922RobBERT: a Dutch RoBERTa-based Language ModelPieter Delobelle, Thomas Winters, Bettina BerendtarXiv:2001.06286RobertNLP at the IWPT 2020 Shared Task: Surprisingly Simple Enhanced UD Parsing for EnglishStefan Grünewald, Annemarie FriedrichEnglishScalable Zero-shot Entity Linking with Dense Entity RetrievalLedell Wu, Fabio Petroni, Martin Josifoski, et al.Proceedings of the 2020 Conference on Empirical…Score-Based Generative Modeling through Stochastic Differential EquationsYang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, et al.arXiv:2011.13456Semantic differences in translation: Exploring the field of inchoativityLore VandevoordeMachine translationSemantic Role Labeling as Syntactic Dependency ParsingTianze Shi, Igor Malioutov, Ozan IrsoyEnglishSemEval-2020 Task 1: Unsupervised Lexical Semantic Change DetectionDominik Schlechtweg, Barbara McGillivray, Simon Hengchen, et al.Proceedings of the Fourteenth Workshop on…Semi-supervised Contextual Historical Text NormalizationPeter Makarov, Simon ClematideEnglishSentence Boundary Detection on Line Breaks in JapaneseYuta Hayashibe, Kensuke MitsuzawaEnglishShape of Synth to Come: Why We Should Use Synthetic Data for English Surface RealizationHenry Elder, Robert Burke, Alexander O'Connor, et al.EnglishSMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationHaoming Jiang, Pengcheng He, Weizhu Chen, et al.Proceedings of the 58th Annual Meeting of the…Social Bias Frames: Reasoning about Social and Power Implications of LanguageMaarten Sap, Saadia Gabriel, Lianhui Qin, et al.Proceedings of the 58th Annual Meeting of the…Social Biases in NLP Models as Barriers for Persons with DisabilitiesBen Hutchinson, Vinodkumar Prabhakaran, Emily Denton, et al.Proceedings of the 58th Annual Meeting of the…SPECTER: Document-level Representation Learning using Citation-informed TransformersArman Cohan, Sergey Feldman, Iz Beltagy, et al.Proceedings of the 58th Annual Meeting of the…Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.EnglishSTARC: Structured Annotations for Reading ComprehensionYevgeni Berzak, Jonathan Malmaud, Roger LevyEnglishStatistical Power and Translationese in Machine Translation EvaluationYvette Graham, Barry Haddow, Philipp KoehnProceedings of the 2020 Conference on Empirical…Studies in Rabbinic HebrewShai HeijmansAncient HebrewStudies in Semitic Vocalisation and Reading TraditionsAaron D. Hornkohl, Geoffrey KhanAncient HebrewSupervised Contrastive Learning for Pre-trained Language Model Fine-tuningBeliz Gunel, Jingfei Du, Alexis Conneau, et al.arXiv:2011.01403Syntax-Guided Controlled Generation of ParaphrasesAshutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, et al.Transactions of the Association for…Synthetic Data for English Lexical Normalization: How Close Can We Get to Manually Annotated Data?Kelly Dekker, Rob van der GootEnglishTaBERT: Pretraining for Joint Understanding of Textual and Tabular DataPengcheng Yin, Graham Neubig, Wen-tau Yih, et al.Proceedings of the 58th Annual Meeting of the…Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsNitika Mathur, Timothy Baldwin, Trevor CohnMachine translationTaPas: Weakly Supervised Table Parsing via Pre-trainingJonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.Proceedings of the 58th Annual Meeting of the…Temporal Reasoning in Natural Language InferenceSiddharth Vashishtha, Adam Poliak, Yash Kumar Lal, et al.EnglishTetra-Tagging: Word-Synchronous Parsing with Linear-Time InferenceNikita Kitaev, Dan KleinEnglishTextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLPJohn X. Morris, Eli Lifland, Jin Yong Yoo, et al.arXiv:2005.05909The Biblical Hebrew infinitiveEdit DoronAncient HebrewThe Hateful Memes Challenge: Detecting Hate Speech in Multimodal MemesDouwe Kiela, Hamed Firooz, Aravind Mohan, et al.arXiv:2005.04790The Hebrew of the Dead Sea Scrolls and the Tiberian Reading TraditionAaron D. HornkohlAncient HebrewThe ISO Standard for Dialogue Act Annotation, Second EditionHarry Bunt, Volha Petukhova, Emer Gilmartin, et al.EnglishThe jsRealB Text Realizer: Organization and Use Cases -- Revised versionGuy LapalmeMachine translationThe Parallel Meaning Bank: A Framework for Semantically Annotating Multiple LanguagesLasha Abzianidze, Rik van Noord, Chunliu Wang, et al.Machine translationThe participle as a component of the verbal system in Biblical HebrewJan JoostenAncient HebrewThe State and Fate of Linguistic Diversity and Inclusion in the NLP WorldPratik Joshi, Sebastin Santy, Amar Budhiraja, et al.arXiv:2004.09095The Structure of Interjections in Biblical Hebrew: Phonetics, Morphology, and SyntaxAlexander Andrason, Irina Hornea, Marcus JoubertAncient HebrewThe Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MTJörg TiedemannProceedings of the Fifth Conference on Machine…The Third Multilingual Surface Realisation Shared Task (SR'20): Overview and Evaluation ResultsSimon Mille, Anya Belz, Bernd Bohnet, et al.Machine translationThe Tiberian Pronunciation Tradition of Biblical HebrewGeoffrey KhanAncient HebrewThe use of the Septuagint in Afrikaans Bible translationsHerculaas F. van RooyMachine translationTOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.Proceedings of the 2020 Conference on Empirical…Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. BleiTransactions of the Association for…TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.EnglishToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.Proceedings of the 2020 Conference on Empirical…Toward Gender-Inclusive Coreference ResolutionYang Trista Cao, Hal Daumé IIIProceedings of the 58th Annual Meeting of the…Toward Givenness Hierarchy Theoretic Natural Language GenerationPoulomi Pal, Tom WilliamsEnglishTowards a Comprehensive Model for Interpreting Word Order in Classical Biblical HebrewGeoffrey A. Khan, Christo H. J. van der MerweAncient HebrewTowards a Human-like Open-Domain ChatbotDaniel Adiwardana, Minh-Thang Luong, David R. So, et al.arXiv:2001.09977Towards Debiasing Sentence RepresentationsPaul Pu Liang, Irene Mengze Li, Emily Zheng, et al.Proceedings of the 58th Annual Meeting of the…Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Alon Jacovi, Yoav GoldbergProceedings of the 58th Annual Meeting of the…Tracing Text Types in Biblical HebrewWido van PeursenAncient HebrewTraining data-efficient image transformers & distillation through attentionHugo Touvron, Matthieu Cord, Matthijs Douze, et al.arXiv:2012.12877Transfer Learning for Less-Resourced Semitic Languages Speech Recognition: the Case of AmharicYonas WoldemariamSemitic languagesTransformers as Soft Reasoners over LanguagePeter Clark, Oyvind Tafjord, Kyle RichardsonarXiv:2002.05867Transformers: State-of-the-Art Natural Language ProcessingThomas Wolf, Lysandre Debut, Victor Sanh, et al.Proceedings of the 2020 Conference on Empirical…Transliteration of Judeo-Arabic Texts into Arabic Script Using Recurrent Neural NetworksOri Terner, Kfir Bar, Nachum DershowitzAncient HebrewTransQuest: Translation Quality Estimation with Cross-lingual TransformersTharindu Ranasinghe, Constantin Orasan, Ruslan MitkovProceedings of the 28th International…TweetEval: Unified Benchmark and Comparative Evaluation for Tweet ClassificationFrancesco Barbieri, Jose Camacho-Collados, Leonardo Neves, et al.arXiv:2010.12421TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesJonathan H. Clark, Eunsol Choi, Michael Collins, et al.Research libraryUnbabel's Participation in the WMT20 Metrics Shared TaskRicardo Rei, Craig Stewart, Ana C Farinha, et al.Proceedings of the Fifth Conference on Machine…Uncertain Natural Language InferenceTongfei Chen, Zhengping Jiang, Adam Poliak, et al.Proceedings of the 58th Annual Meeting of the…UNIFIEDQA: Crossing Format Boundaries with a Single QA SystemDaniel Khashabi, Sewon Min, Tushar Khot, et al.Findings of the Association for Computational…1 2 3 4