Papers of 2020 — page 1323 papers · all years1 2 3 4"I'd rather just go to bed": Understanding Indirect AnswersAnnie Louis, Dan Roth, Filip RadlinskiEnglishA Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health SupportAshish Sharma, Adam Miner, David Atkins, et al.Proceedings of the 2020 Conference on Empirical…A Frustratingly Easy Approach for Entity and Relation ExtractionZexuan Zhong, Danqi ChenarXiv:2010.12812A guide to the dataset explosion in QA, NLI, and commonsense reasoningAnna Rogers, Anna RumshiskyEnglishA Human Evaluation of AMR-to-English Generation SystemsEmma Manning, Shira Wein, Nathan SchneiderEnglishA Joint Neural Model for Information Extraction with Global FeaturesYing Lin, Heng Ji, Fei Huang, et al.Proceedings of the 58th Annual Meeting of the…A Lexicon-Based Approach for Detecting Hedges in Informal TextJumayel Islam, Lu Xiao, Robert E. MercerEnglishA Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît SagotProceedings of the 58th Annual Meeting of the…A Multitask Learning Approach for Diacritic RestorationSawsan Alqahtani, Ajay Mishra, Mona DiabSemitic languagesA Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics RestorationAvi Shmidman, Joshua Guedalia, Shaltiel Shmidman, et al.Ancient HebrewA Pointer Network Architecture for Joint Morphological Segmentation and TaggingAmit Seker, Reut TsarfatyModern HebrewA preference semantics for imperativesWilliam B StarrEnglishA Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna RumshiskyResearch libraryA Rule-Based Parsing System for Encoding Kennicott's Collation of the Hebrew BibleLuigi BambaciAncient HebrewA Simple Framework for Contrastive Learning of Visual RepresentationsTing Chen, Simon Kornblith, Mohammad Norouzi, et al.arXiv:2002.05709A Survey of Qualitative Error Analysis for Neural Machine Translation SystemsDenise Díaz, James Cross, Vishrav Chaudhary, et al.Machine translationA Thesaurus for Biblical HebrewMiriam Azar, Aliza Pahmer, Joshua WaxmanAncient HebrewA Unified MRC Framework for Named Entity RecognitionXiaoya Li, Jingrong Feng, Yuxian Meng, et al.Proceedings of the 58th Annual Meeting of the…Abstract Syntax as Interlingua: Scaling Up the Grammatical Framework from Controlled Languages to Robust PipelinesAarne Ranta, Krasimir Angelov, Normunds Gruzitis, et al.Machine translationAdapterFusion: Non-Destructive Task Composition for Transfer LearningJonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, et al.arXiv:2005.00247 · Proceedings of EACL 2021Akkadian Treebank for early Neo-Assyrian Royal InscriptionsMikko Luukko, Aleksi Sahala, Sam Hardwick, et al.Semitic languagesALFWorld: Aligning Text and Embodied Environments for Interactive LearningMohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, et al.arXiv:2010.03768Aligning AI With Shared Human ValuesDan Hendrycks, Collin Burns, Steven Basart, et al.arXiv:2008.02275AMALGUM – A Free, Balanced, Multilayer English Web CorpusLuke Gessler, Siyao Peng, Yang Liu, et al.EnglishAMR Parsing via Graph-Sequence Iterative InferenceDeng Cai, Wai LamProceedings of the 58th Annual Meeting of the…AMR-To-Text Generation with Graph TransformerTianming Wang, Xiaojun Wan, Hanqi JinTransactions of the Association for…An Analysis of Natural Language Inference Benchmarks through the Lens of NegationMd Mosharaf Hossain, Venelin Kovatchev, Pranoy Dutta, et al.EnglishAn Annotated Dataset of Coreference in English LiteratureDavid Bamman, Olivia Lewke, Anya MansoorEnglishAnalysing Lexical Semantic Change with Contextualised Word RepresentationsMario Giulianelli, Marco Del Tredici, Raquel FernándezProceedings of the 58th Annual Meeting of the…Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalLee Xiong, Chenyan Xiong, Ye Li, et al.arXiv:2007.00808AraBERT: Transformer-based Model for Arabic Language UnderstandingWissam Antoun, Fady Baly, Hazem HajjarXiv:2003.00104Are All Languages Created Equal in Multilingual BERT?Shijie Wu, Mark DredzeProceedings of the 5th Workshop on…Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionPaloma Jeretic, Alex Warstadt, Suvrat Bhooshan, et al.EnglishArray Programming with NumPyCharles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.arXiv:2006.10256 (Nature 585, 357 (2020))Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaᵃ)Mladen Popovic, Maruf A. Dhali, Lambert SchomakerAncient HebrewASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.Proceedings of the 58th Annual Meeting of the…Attention is Not Only a Weight: Analyzing Transformers with Vector NormsGoro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, et al.Proceedings of the 2020 Conference on Empirical…Automated Phonological Transcription of Akkadian Cuneiform TextAleksi Sahala, Miikka Silfverberg, Antti Arppe, et al.Semitic languagesAutomatic Construction of Aramaic-Hebrew Translation LexiconChaya Liebeskind, Shmuel LiebeskindAramaicAutomatic Machine Translation Evaluation in Many Languages via Zero-Shot ParaphrasingBrian Thompson, Matt PostProceedings of the 2020 Conference on Empirical…AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated PromptsTaylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al.Proceedings of the 2020 Conference on Empirical…BabyFST - Towards a Finite-State Based Computational Model of Ancient BabylonianAleksi Sahala, Miikka Silfverberg, Antti Arppe, et al.Semitic languagesBAE: BERT-based Adversarial Examples for Text ClassificationSiddhant Garg, Goutham RamakrishnanProceedings of the 2020 Conference on Empirical…BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionMike Lewis, Yinhan Liu, Naman Goyal, et al.Proceedings of the 58th Annual Meeting of the…Becoming Linguistically Mature: Modeling English and German Children's Writing Development Across School GradesElma Kerz, Yu Qiao, Daniel Wiechmann, et al.EnglishBERT-ATTACK: Adversarial Attack Against BERT Using BERTLinyang Li, Ruotian Ma, Qipeng Guo, et al.Proceedings of the 2020 Conference on Empirical…BERTweet: A pre-trained language model for English TweetsDat Quoc Nguyen, Thanh Vu, Anh Tuan NguyenarXiv:2005.10200Big Bird: Transformers for Longer SequencesManzil Zaheer, Guru Guruganesh, Avinava Dubey, et al.arXiv:2007.14062 · Neural Information…Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language ModelsBill Yuchen Lin, Seyeon Lee, Rahul Khanna, et al.Proceedings of the 2020 Conference on Empirical…BLEU might be Guilty but References are not InnocentMarkus Freitag, David Grangier, Isaac CaswellProceedings of the 2020 Conference on Empirical…BLiMP: The Benchmark of Linguistic Minimal Pairs for EnglishAlex Warstadt, Alicia Parrish, Haokun Liu, et al.Mova's core listBPE-Dropout: Simple and Effective Subword RegularizationIvan Provilkov, Dmitrii Emelianenko, Elena VoitaProceedings of the 58th Annual Meeting of the…Break It Down: A Question Understanding BenchmarkTomer Wolfson, Mor Geva, Ankit Gupta, et al.Transactions of the Association for…Bridging Anaphora Resolution as Question AnsweringYufang HouEnglishBuilding a Hebrew Semantic Role Labeling Lexical Resource from Parallel Movie SubtitlesBen Eyal, Michael ElhadadModern HebrewCan You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsEric Michael Smith, Mary Williamson, Kurt Shuster, et al.Proceedings of the 58th Annual Meeting of the…CCAligned: A Massive Collection of Cross-Lingual Web-Document PairsAhmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, et al.Proceedings of the 2020 Conference on Empirical…CCNet: Extracting High Quality Monolingual Datasets from Web Crawl DataGuillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, et al.Proceedings of the Twelfth Language Resources…CCOHA: Clean Corpus of Historical American EnglishReem Alatrash, Dominik Schlechtweg, Jonas Kuhn, et al.EnglishCharacter Alignment in Morphologically Complex Translation Sets for Related LanguagesMichael Gasser, Binyam Ephrem Seyoum, Nazareth Amlesom KifleSemitic languagesClassifying Syntactic Errors in Learner LanguageLeshem Choshen, Dmitry Nikolaev, Yevgeni Berzak, et al.Mova's core listClause Structure Variation in Biblical Hebrew: A Quantitative ApproachMartijn NaaijerAncient HebrewCLIMATE-FEVER: A Dataset for Verification of Real-World Climate ClaimsThomas Diggelmann, Jordan Boyd-Graber, Jannis Bulian, et al.arXiv:2012.00614Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander KollerProceedings of the 58th Annual Meeting of the…CLUE: A Chinese Language Understanding Evaluation BenchmarkLiang Xu, Hai Hu, Xuanwei Zhang, et al.arXiv:2004.05986Clustering Biblical Texts Using Recurrent Neural NetworksYanniek van der Schans, David Ruhe, Wido van Peursen, et al.Ancient HebrewCodeBERT: A Pre-Trained Model for Programming and Natural LanguagesZhangyin Feng, Daya Guo, Duyu Tang, et al.Findings of the Association for Computational…CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchHamel Husain, Ho-Hsiang Wu, Tiferet Gazit, et al.arXiv:1909.09436ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTOmar Khattab, Matei ZahariaSIGIR 2020Combining Event Semantics and Degree Semantics for Natural Language InferenceIzumi Haruta, Koji Mineshima, Daisuke BekkiEnglishCOMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge GraphsJena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, et al.Mova's core listCOMET: A Neural Framework for MT EvaluationRicardo Rei, Craig Stewart, Ana C Farinha, et al.Machine translationComing to Terms: Automatic Formation of Neologisms in HebrewMoran Mizrahi, Stav Yardeni Seelig, Dafna ShahafModern HebrewComparing Neural Network Parsers for a Less-resourced and Morphologically-rich Language: Amharic Dependency ParserBinyam Ephrem Seyoum, Yusuke Miyao, Baye Yimam MekonnenSemitic languagesComparing PTB and UD information for PDTB discourse connective identificationKelvin Han, Phyllicia Leavitt, Srilakshmi BalardEnglishComparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical SemanticsDaniel Hershcovich, Nathan Schneider, Dotan Dvir, et al.Machine translationConformer: Convolution-augmented Transformer for Speech RecognitionAnmol Gulati, James Qin, Chung-Cheng Chiu, et al.arXiv:2005.08100Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, et al.Proceedings of the 28th International…Contextualized Embeddings for Enriching Linguistic Analyses on PolitenessAhmad Aljanaideh, Eric Fosler-Lussier, Marie-Catherine de MarneffeEnglishControlled Crowdsourcing for High-Quality QA-SRL AnnotationPaul Roit, Ayal Klein, Daniela Stepanov, et al.EnglishCorefQA: Coreference Resolution as Query-based Span PredictionWei Wu, Fei Wang, Arianna Yuan, et al.Proceedings of the 58th Annual Meeting of the…Cross-lingual Semantic Representation for NLP with UCCAOmri Abend, Dotan Dvir, Daniel Hershcovich, et al.Machine translationCrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language ModelsNikita Nangia, Clara Vania, Rasika Bhalerao, et al.Proceedings of the 2020 Conference on Empirical…DART: Open-Domain Structured Data Record to Text GenerationLinyong Nan, Dragomir Radev, Rui Zhang, et al.arXiv:2007.02871Data Augmentation using Pre-trained Transformer ModelsVarun Kumar, Ashutosh Choudhary, Eunah ChoarXiv:2003.02245Data-Driven Sentence Simplification: Survey and BenchmarkFernando Alva-Manchego, Carolina Scarton, Lucia SpeciaComputational LinguisticsDeBERTa: Decoding-enhanced BERT with Disentangled AttentionPengcheng He, Xiaodong Liu, Jianfeng Gao, et al.arXiv:2006.03654DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceJi Xin, Raphael Tang, Jaejun Lee, et al.Proceedings of the 58th Annual Meeting of the…Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano ErmonarXiv:2010.02502Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.Proceedings of the 2020 Conference on Empirical…Developing a Corpus of Indirect Speech Act SchemasAntonio Roque, Alexander Tsuetaki, Vasanth Sarathy, et al.EnglishDiscourse particles in early English: Clause structure, pragmatics and discourse managementAns van Kemenade, Meta LinksEnglishDocVQA: A Dataset for VQA on Document ImagesMinesh Mathew, Dimosthenis Karatzas, C.V. JawahararXiv:2007.00398Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence NetworksR. Thomas McCoy, Robert Frank, Tal LinzenTransactions of the Association for…Domain-Specific Language Model Pretraining for Biomedical Natural Language ProcessingYu Gu; Robert Tinn; Hao Cheng; Michael Lucas; Naoto Usuyama; Xiaodong Liu; Tristan Naumann; Jianfeng Gao;, Hoifung PoonarXiv:2007.15779DRS at MRP 2020: Dressing up Discourse Representation Structures as GraphsLasha Abzianidze, Johan Bos, Stephan OepenMachine translationEfficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani, et al.arXiv:2003.05997Efficient Intent Detection with Dual Sentence EncodersIñigo Casanueva, Tadas Temčinas, Daniela Gerz, et al.Proceedings of the 2nd Workshop on Natural…Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min ZhangEnglishEfficient Transformers: A SurveyYi Tay, Mostafa Dehghani, Dara Bahri, et al.arXiv:2009.067321 2 3 4