Papers of 2020 — page 2323 papers · all years1 2 3 4Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, et al.Proceedings of the 58th Annual Meeting of the…End-to-End Object Detection with TransformersNicolas Carion, Francisco Massa, Gabriel Synnaeve, et al.arXiv:2005.12872Estimating POS Annotation Consistency of Different Treebanks in a LanguageAkshay Aggarwal, Daniel ZemanMova's core listEvaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial ExamplesXiaoqing Zheng, Jiehang Zeng, Yi Zhou, et al.EnglishEvaluating Factuality in Generation with Dependency-level EntailmentTanya Goyal, Greg DurrettFindings of the Association for Computational…Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.Mova's core listEvaluating Word Embeddings on Low-Resource LanguagesNathan Stringham, Mike IzbickiAncient HebrewEvaluative adjective sentences: A question-based analysis of projectionJudith Tonhauser, Marie-Catherine de Marneffe, Judith DegenEnglishEvent Extraction as Machine Reading ComprehensionJian Liu, Yubo Chen, Kang Liu, et al.Proceedings of the 2020 Conference on Empirical…Event Extraction by Answering (Almost) Natural QuestionsXinya Du, Claire CardieProceedings of the 2020 Conference on Empirical…Experience Grounds LanguageYonatan Bisk, Ari Holtzman, Jesse Thomason, et al.Proceedings of the 2020 Conference on Empirical…Explainable Automated Fact-Checking for Public Health ClaimsNeema Kotonya, Francesca ToniProceedings of the 2020 Conference on Empirical…Exploring diachronic syntactic shifts with dependency length: the case of scientific EnglishTom S Juzek, Marie Pauline Krielke, Elke TeichEnglishExtracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling ApproachesTianze Shi, Lillian LeeEnglishExtracting Training Data from Large Language ModelsNicholas Carlini, Florian Tramer, Eric Wallace, et al.arXiv:2012.07805Extractive Summarization as Text MatchingMing Zhong, Pengfei Liu, Yiran Chen, et al.Proceedings of the 58th Annual Meeting of the…Facilitating the Communication of Politeness through Fine-Grained ParaphrasingLiye Fu, Susan Fussell, Cristian Danescu-Niculescu-MizilEnglishFact or Fiction: Verifying Scientific ClaimsDavid Wadden, Shanchuan Lin, Kyle Lo, et al.Proceedings of the 2020 Conference on Empirical…Fast and Accurate Non-Projective Dependency Tree LinearizationXiang Yu, Simon Tannert, Ngoc Thang Vu, et al.Machine translationFEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona DiabProceedings of the 58th Annual Meeting of the…Finding The Right One and Resolving itPayal Khullar, Arghya Bhattacharya, Manish ShrivastavaEnglishFindings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.Proceedings of the Fifth Conference on Machine…Findings of the WMT 2020 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva, et al.Proceedings of the Fifth Conference on Machine…Fine-grained Information Status Classification Using Discourse Context-Aware BERTYufang HouEnglishFinite State Machine Pattern-Root Arabic Morphological Generator, Analyzer and DiacritizerMaha Alkhairy, Afshan Jafri, David SmithSemitic languagesFree the Plural: Unrestricted Split-Antecedent Anaphora ResolutionJuntao Yu, Nafise Sadat Moosavi, Silviu Paun, et al.EnglishFrom Arabic Sentiment Analysis to Sarcasm Detection: The ArSarcasm DatasetIbrahim Abu Farha, Walid MagdyProceedings of the 4th Workshop on Open-Source…From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual TransformersAnne Lauscher, Vinit Ravishankar, Ivan Vulić, et al.Proceedings of the 2020 Conference on Empirical…Functional structure in the noun phrase: revisiting Hebrew nominalsOmer PremingerModern HebrewGeneration-Augmented Retrieval for Open-domain Question AnsweringYuning Mao, Pengcheng He, Xiaodong Liu, et al.arXiv:2009.08553Generationary or «How We Went beyond Word Sense Inventories and Learned to Gloss»Michele Bevilacqua, Marco Maru, Roberto NavigliEnglishGenerative Language Modeling for Automated Theorem ProvingStanislas Polu, Ilya SutskeverarXiv:2009.03393German's Next Language ModelBranden Chan, Stefan Schweter, Timo MöllerProceedings of the 28th International…GLUCOSE: GeneraLized and COntextualized Story ExplanationsNasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, et al.EnglishGood-Enough Compositional Data AugmentationJacob AndreasProceedings of the 58th Annual Meeting of the…Gradient Surgery for Multi-Task LearningTianhe Yu, Saurabh Kumar, Abhishek Gupta, et al.arXiv:2001.06782Graph-to-Graph Transformer for Transition-based Dependency ParsingAlireza Mohammadshahi, James HendersonEnglishHarnessing the linguistic signal to predict scalar inferencesSebastian Schuster, Yuxing Chen, Judith DegenEnglishHELFI: a Hebrew-Greek-Finnish Parallel Bible Corpus with Cross-Lingual Morpheme AlignmentAnssi Yli-Jyrä, Josi Purhonen, Matti Liljeqvist, et al.Ancient HebrewHoVer: A Dataset for Many-Hop Fact Extraction And Claim VerificationYichen Jiang, Shikha Bordia, Zheng Zhong, et al.Findings of the Association for Computational…How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Tal LinzenProceedings of the 58th Annual Meeting of the…How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.Research libraryHow Context Affects Language Models' Factual PredictionsFabio Petroni, Patrick Lewis, Aleksandra Piktus, et al.arXiv:2005.04611How Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceHaoxi Zhong, Chaojun Xiao, Cunchao Tu, et al.Proceedings of the 58th Annual Meeting of the…How Much of Enhanced UD Is Contained in UD?Adam Ek, Jean-Philippe BernardyEnglishHybrid Enhanced Universal Dependencies ParsingJohannes HeineckeEnglishHybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataWenhu Chen, Hanwen Zha, Zhiyu Chen, et al.arXiv:2004.07347I've got a construction looks funny – representing and recovering non-standard constructions in UDJosef Ruppenhofer, Ines RehbeinEnglishI3rab: A New Arabic Dependency Treebank Based on Arabic Grammatical TheoryDana Halabi, Ebaa Fayyoumi, Arafat AwajanSemitic languagesIdentifying and Handling Cross-Treebank Inconsistencies in UD: A Pilot StudyTillmann Dönicke, Xiang Yu, Jonas KuhnMova's core listImplicit Discourse Relation Classification: We Need to Talk about EvaluationNajoung Kim, Song Feng, Chulaka Gunasekara, et al.EnglishImproving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationBiao Zhang, Philip Williams, Ivan Titov, et al.Proceedings of the 58th Annual Meeting of the…Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsApoorv Saxena, Aditay Tripathi, Partha TalukdarProceedings of the 58th Annual Meeting of the…Incorporate Semantic Structures into Machine Translation Evaluation via UCCAJin Xu, Yinuo Guo, Junfeng HuMachine translationIncremental Neural Coreference Resolution in Constant MemoryPatrick Xia, João Sedoc, Benjamin Van DurmeEnglishInformation-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.Proceedings of the 58th Annual Meeting of the…Information-Theoretic Probing with Minimum Description LengthElena Voita, Ivan TitovProceedings of the 2020 Conference on Empirical…InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingZewen Chi, Li Dong, Furu Wei, et al.arXiv:2007.07834Inherent Dependency Displacement Bias of Transition-Based AlgorithmsMark Anderson, Carlos Gómez-RodríguezEnglishInjecting Numerical Reasoning Skills into Language ModelsMor Geva, Ankit Gupta, Jonathan BerantProceedings of the 58th Annual Meeting of the…Inquisitive Question Generation for High Level Text ComprehensionWei-Jen Ko, Te-yuan Chen, Yiyan Huang, et al.EnglishIntegrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized EraAgnieszka Falenska, Anders Björkelund, Jonas KuhnEnglishIntermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?Yada Pruksachatkun, Jason Phang, Haokun Liu, et al.Proceedings of the 58th Annual Meeting of the…Interpreting Verbal Irony: Linguistic Strategies and the Connection to the Type of Semantic IncongruityDebanjan Ghosh, Elena Musi, Smaranda MuresanEnglishiSarcasm: A Dataset of Intended SarcasmSilviu Oprea, Walid MagdyEnglishJoint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological TaggingNasser Zalmout, Nizar HabashSemitic languagesK-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersRuize Wang, Duyu Tang, Nan Duan, et al.arXiv:2002.01808KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.arXiv:2009.02252Knowledge GraphsAidan Hogan, Eva Blomqvist, Michael Cochez, et al.arXiv:2003.02320 (ACM Comput. Surv. 54…KoBE: Knowledge-Based Machine Translation EvaluationZorik Gekhman, Roee Aharoni, Genady Beryozkin, et al.Machine translationLanguage (Technology) is Power: A Critical Survey of ``Bias'' in NLPSu Lin Blodgett, Solon Barocas, Hal Daumé III, et al.Proceedings of the 58th Annual Meeting of the…Language-agnostic BERT Sentence EmbeddingFangxiaoyu Feng, Yinfei Yang, Daniel Cer, et al.arXiv:2007.01852Learning synchronous context-free grammars with multiple specialised non-terminals for hierarchical phrase-based translationFelipe Sanchez-Martinez, Juan Antonio Perez-Ortiz, Rafael C. CarrascoMachine translationLearning to Ignore: Long Document Coreference with Bounded Memory Neural NetworksShubham Toshniwal, Sam Wiseman, Allyson Ettinger, et al.Proceedings of the 2020 Conference on Empirical…LEGAL-BERT: The Muppets straight out of Law SchoolIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, et al.Findings of the Association for Computational…Lemmatising Verbs in Middle English Corpora: The Benefit of Enriching the Penn-Helsinki Parsed Corpus of Middle English 2 (PPCME2), the Parsed Corpus of Middle English Poetry (PCMEP), and A Parsed Linguistic Atlas of Early Middle English (PLAEME)Carola Trips, Michael PercillierEnglishLemmatization and POS-tagging process by using joint learning approach. Experimental results on Classical Armenian, Old Georgian, and SyriacChahan Vidal-Gorène, Bastien KindtAramaicLinguistic Features in Automatic Sarcasm DetectionMartina Ducret, Lauren Kruse, Carlos Martinez, et al.EnglishLogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical ReasoningJian Liu, Leyang Cui, Hanmeng Liu, et al.arXiv:2007.08124Long Range Arena: A Benchmark for Efficient TransformersYi Tay, Mostafa Dehghani, Samira Abnar, et al.arXiv:2011.04006MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.Proceedings of the 2020 Conference on Empirical…Making Monolingual Sentence Embeddings Multilingual using Knowledge DistillationNils Reimers, Iryna GurevycharXiv:2004.09813Many systems, one strategy: Acquiring ordinals in Dutch and EnglishCaitlin Meyer, Sjef Barbiers, Fred WeermanEnglishMasked Language Model ScoringJulian Salazar, Davis Liang, Toan Q. Nguyen, et al.Proceedings of the 58th Annual Meeting of the…MAVEN: A Massive General Domain Event Detection DatasetXiaozhi Wang, Ziqi Wang, Xu Han, et al.Proceedings of the 2020 Conference on Empirical…Measuring and Reducing Gendered Correlations in Pre-trained ModelsKellie Webster, Xuezhi Wang, Ian Tenney, et al.arXiv:2010.06032Measuring Massive Multitask Language UnderstandingDan Hendrycks, Collin Burns, Steven Basart, et al.arXiv:2009.03300MLS: A Large-Scale Multilingual Dataset for Speech ResearchVineel Pratap, Qiantong Xu, Anuroop Sriram, et al.arXiv:2012.03411 · Interspeech 2020MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesZhiqing Sun, Hongkun Yu, Xiaodan Song, et al.arXiv:2004.02984Morphological Analysis and Disambiguation for Gulf Arabic: The Interplay between Resources and MethodsSalam Khalifa, Nasser Zalmout, Nizar HabashSemitic languagesMorphology-rich Alphasyllabary EmbeddingsAmanuel Mersha, Stephen WuSemitic languagesMPNet: Masked and Permuted Pre-training for Language UnderstandingKaitao Song, Xu Tan, Tao Qin, et al.arXiv:2004.09297Multi-Sentence Argument LinkingSeth Ebner, Patrick Xia, Ryan Culkin, et al.Proceedings of the 58th Annual Meeting of the…Multilingual Universal Sentence Encoder for Semantic RetrievalYinfei Yang, Daniel Cer, Amin Ahmad, et al.Proceedings of the 58th Annual Meeting of the…MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking BaselinesXiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara, et al.Proceedings of the 2nd Workshop on Natural…Nakdan: Professional Hebrew DiacritizerAvi Shmidman, Shaltiel Shmidman, Moshe Koppel, et al.Ancient HebrewNamed Entity Recognition as Dependency ParsingJuntao Yu, Bernd Bohnet, Massimo PoesioProceedings of the 58th Annual Meeting of the…Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyNora Kassner, Hinrich SchützeProceedings of the 58th Annual Meeting of the…Neural CRF Model for Sentence Alignment in Text SimplificationChao Jiang, Mounica Maddela, Wuwei Lan, et al.Proceedings of the 58th Annual Meeting of the…Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and NegationAtticus Geiger, Kyle Richardson, Christopher PottsEnglish1 2 3 4