📅 Papers of 2021 — page 2367 papers · all years1 2 3 4Domain-Aware Dependency Parsing for QuestionsAparna Garimella, Laura Chiticariu, Yunyao LiEnglishEfficient Attentions for Long Document SummarizationLuyang Huang, Shuyang Cao, Nikolaus Parulian, et al.Proceedings of the 2021 Conference of the North…Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingSebastian Hofstatter, Sheng-Chieh Lin, Jheng-Hong Yang, et al.arXiv:2104.06967Ellipsis Resolution as Question Answering: An EvaluationRahul Aralikatte, Matthew Lamm, Daniel Hardt, et al.EnglishEmerging Properties in Self-Supervised Vision TransformersMathilde Caron, Hugo Touvron, Ishan Misra, et al.arXiv:2104.14294English Machine Reading Comprehension Datasets: A SurveyDaria Dzendzik, Jennifer Foster, Carl VogelEnglishEnhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge GraphRui Liu, Zheng Lin, Yutong Tan, et al.Findings of the Association for Computational…Entity-Based Knowledge Conflicts in Question AnsweringShayne Longpre, Kartik Perisetla, Anthony Chen, et al.arXiv:2109.05052ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and GenerationYu Sun, Shuohuan Wang, Shikun Feng, et al.arXiv:2107.02137Ethical and social risks of harm from Language ModelsLaura Weidinger, John Mellor, Maribeth Rauh, et al.arXiv:2112.04359Evaluating Large Language Models Trained on CodeMark Chen, Jerry Tworek, Heewoo Jun, et al.arXiv:2107.03374Evaluating Text Generation from Discourse Representation StructuresChunliu Wang, Rik van Noord, Arianna Bisazza, et al.Machine translationEvaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality TransferEleftheria Briakou, Sweta Agrawal, Joel Tetreault, et al.Machine translationEvaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain AnalysisSagar Indurkhya, Beracah Yankama, Robert C. BerwickEnglishEvent Coreference Data (Almost) for Free: Mining Hyperlinks from Online NewsMichael Bugert, Iryna GurevychProceedings of the 2021 Conference on Empirical…Exemplification Modeling: Can You Give Me an Example, Please?Edoardo Barba, Luigi Procopio, Caterina LacerraIJCAI 2021Expanding the JHU Bible Corpus for Machine Translation of the Indigenous Languages of North AmericaGarrett Nicolai, Edith Coates, Ming Zhang, et al.Machine translationExperts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine TranslationMarkus Freitag, George Foster, David Grangier, et al.Machine translationExplaining Answers with Entailment TreesBhavana Dalvi, Peter Jansen, Oyvind Tafjord, et al.arXiv:2104.08661Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language InferenceTimo Schick, Hinrich SchützeProceedings of the 16th Conference of the…Exploiting Document Structures and Cluster Consistencies for Event Coreference ResolutionHieu Minh Tran, Duy Phung, Thien Huu NguyenProceedings of the 59th Annual Meeting of the…Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference ResolutionBonan MinProceedings of the Fourth Workshop on…Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous GraphYin Jou Huang, Sadao KurohashiProceedings of the 16th Conference of the…Facebook AI's WMT21 News Translation Task SubmissionChau Tran, Shruti Bhosale, James Cross, et al.Proceedings of the Sixth Conference on Machine…Factual Probing Is [MASK]: Learning vs. Learning to RecallZexuan Zhong, Dan Friedman, Danqi ChenProceedings of the 2021 Conference of the North…False resultatives: The interaction of agreement and creation in Northern Galilee Levantine ArabicTova Rapoport, Aya ZarkaSemitic languagesFamiliar vs. unique in a diachronic perspective. Case study of the rise of the definite article in North GermanicAlicja Piotrowska, Dominika SkrzypekEnglishFantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer's Point of ViewSooyoun Han, Sumin Seo, Minji Kang, et al.Proceedings of the Fourth Workshop on…Few-NERD: A Few-shot Named Entity Recognition DatasetNing Ding, Guangwei Xu, Yulin Chen, et al.Proceedings of the 59th Annual Meeting of the…Few-shot Learning with Multilingual Language ModelsXi Victoria Lin, Todor Mihaylov, Mikel Artetxe, et al.arXiv:2112.10668Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling ApproachKoren Lazar, Benny Saret, Asaf Yehudai, et al.Semitic languagesFinding Variants for Construction-Based Dialectometry: A Corpus-Based Approach to Regional CxGsJonathan DunnEnglishFindings of the 2021 Conference on Machine Translation (WMT21)Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, et al.Proceedings of the Sixth Conference on Machine…Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the AmericasManuel Mager, Arturo Oncevay, Abteen Ebrahimi, et al.Proceedings of the First Workshop on Natural…Findings of the WMT 2021 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva, et al.Proceedings of the Sixth Conference on Machine…FinQA: A Dataset of Numerical Reasoning over Financial DataZhiyu Chen, Wenhu Chen, Charese Smiley, et al.Proceedings of the 2021 Conference on Empirical…Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceWilliam Held, Dan Iter, Dan JurafskyProceedings of the 2021 Conference on Empirical…Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text SummarizationYong Guan, Shaoru Guo, Ru Li, et al.Proceedings of the 2021 Conference on Empirical…From polysemy to semantic change: remarks on the lexeme miṣwà in Biblical and Mishnaic HebrewRomina VergariAncient HebrewFrom Raw Text to Enhanced Universal Dependencies: The Parsing Shared Task at IWPT 2021Gosse Bouma, Djamé Seddah, Daniel ZemanEnglishFrozen by context: Pragmatic factors of syntactic freezingGouming MartensEnglishFUDGE: Controlled Text Generation With Future DiscriminatorsKevin Yang, Dan KleinProceedings of the 2021 Conference of the North…GeDi: Generative Discriminator Guided Sequence GenerationBen Krause, Akhilesh Deepak Gotmare, Bryan McCann, et al.Findings of the Association for Computational…Gender Bias in Machine TranslationBeatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.Transactions of the Association for…Generalizing Cross-Document Event Coreference Resolution Across Multiple CorporaMichael Bugert, Nils Reimers, Iryna GurevychResearch libraryGenerating Datasets with Pretrained Language ModelsTimo Schick, Hinrich SchutzearXiv:2104.07540Generic Oracles for Structured PredictionChristoph Teichmann, Antoine VenantEnglishGet Your Vitamin C! Robust Fact Verification with Contrastive EvidenceTal Schuster, Adam Fisch, Regina BarzilayProceedings of the 2021 Conference of the North…GLaM: Efficient Scaling of Language Models with Mixture-of-ExpertsNan Du, Yanping Huang, Andrew M. Dai, et al.arXiv:2112.06905GPT Understands, TooXiao Liu, Yanan Zheng, Zhengxiao Du, et al.arXiv:2103.10385GPT3Mix: Leveraging Large-scale Language Models for Text AugmentationKang Min Yoo, Dongju Park, Jaewook Kang, et al.Findings of the Association for Computational…Grammar-Based Concept Alignment for Domain-Specific Machine TranslationArianna Masciolini, Aarne RantaMachine translationGraph Rewriting for Enhanced Universal DependenciesBruno Guillaume, Guy PerrierEnglishGraphCodeBERT: Pre-training Code Representations with Data FlowDaya Guo, Shuo Ren, Shuai Lu, et al.arXiv:2009.08366GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoningZilong Zheng, Shuwen Qiu, Lifeng Fan, et al.EnglishGSum: A General Framework for Guided Neural Abstractive SummarizationZi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.Proceedings of the 2021 Conference of the North…Hate Towards the Political Opponent: A Twitter Corpus Study of the 2020 US Elections on the Basis of Offensive Speech and Stance DetectionLara Grimminger, Roman KlingerProceedings of the Eleventh Workshop on…HateCheck: Functional Tests for Hate Speech Detection ModelsPaul Röttger, Bertie Vidgen, Dong Nguyen, et al.Proceedings of the 59th Annual Meeting of the…He Thinks He Knows Better than the Doctors: BERT for Event Factuality Fails on PragmaticsNanjiang Jiang, Marie-Catherine de MarneffeEnglishHeBERT & HebEMO: a Hebrew BERT Model and a Tool for Polarity Analysis and Emotion RecognitionAvihay Chriqui, Inbal YahavModern HebrewHebrew Psychological LexiconsNatalie Shapira, Dana Atzil-Slonim, Daniel Juravski, et al.Modern HebrewHighly accurate protein structure prediction with AlphaFoldJohn Jumper, Richard Evans, Alexander Pritzel, et al.NatureHow focus particles and accents affect attachmentKaty Carlson, David PotterEnglishHow Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsPhillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.Proceedings of the 59th Annual Meeting of the…How many data points is a prompt worth?Teven Le Scao, Alexander RushProceedings of the 2021 Conference of the North…How useful are Enhanced Universal Dependencies for semantic interpretation?Jamie Y. Findlay, Dag T. T. HaugEnglishHuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsWei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, et al.arXiv:2106.07447Human Rationales as Attribution Priors for Explainable Stance DetectionSahil Jayaram, Emily AllawayProceedings of the 2021 Conference on Empirical…Hurdles to Progress in Long-form Question AnsweringKalpesh Krishna, Aurko Roy, Mohit IyyerarXiv:2103.06332Idiomatic Expression Identification using Semantic CompatibilityZiheng Zeng, Suma BhatResearch libraryImproving Arabic Diacritization with Regularized Decoding and Adversarial TrainingHan Qin, Guimin Chen, Yuanhe Tian, et al.Semitic languagesImproving Multi-Party Dialogue Discourse Parsing via Domain IntegrationZhengyuan Liu, Nancy ChenProceedings of the 2nd Workshop on…Improving Stance Detection with Multi-Dataset Learning and Knowledge DistillationYingjie Li, Chenye Zhao, Cornelia CarageaProceedings of the 2021 Conference on Empirical…Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention NetworkFan Jiang, Trevor CohnProceedings of the 2021 Conference of the North…Integrating Deep Event-Level and Script-Level Information for Script Event PredictionLong Bai, Saiping Guan, Jiafeng Guo, et al.Proceedings of the 2021 Conference on Empirical…Integrating Transformers and Knowledge Graphs for Twitter Stance DetectionThomas Clark, Costanza Conforti, Fangyu Liu, et al.Proceedings of the Seventh Workshop on Noisy…Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningPan Lu, Ran Gong, Shibiao Jiang, et al.arXiv:2105.04165Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningArmen Aghajanyan, Sonal Gupta, Luke ZettlemoyerProceedings of the 59th Annual Meeting of the…Investigating Pretrained Language Models for Graph-to-Text GenerationLeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, et al.Proceedings of the 3rd Workshop on Natural…Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction StudyMyrthe Reuver, Suzan Verberne, Roser Morante, et al.Proceedings of the 8th Workshop on Argument…Is there less annotator agreement when the discourse relation is underspecified?Jet Hoek, Merel C.J. Scholman, Ted J.M. SandersProceedings of the First Workshop on…It's Not Just Size That Matters: Small Language Models Are Also Few-Shot LearnersTimo Schick, Hinrich SchützeProceedings of the 2021 Conference of the North…Joint Universal Syntactic and Semantic ParsingElias Stengel-Eskin, Kenton Murray, Sheng Zhang, et al.Research libraryKnowledge Enhanced Masked Language Model for Stance DetectionKornraphop Kawintiranon, Lisa SinghProceedings of the 2021 Conference of the North…Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-trainingOshin Agarwal, Heming Ge, Siamak Shakeri, et al.Proceedings of the 2021 Conference of the North…LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text PairsChristoph Schuhmann, Richard Vencu, Romain Beaumont, et al.arXiv:2111.02114Large Dual Encoders Are Generalizable RetrieversJianmo Ni, Chen Qu, Jing Lu, et al.arXiv:2112.07899Large-scale text pre-training helps with dialogue act recognition, but not without fine-tuningBill Noble, Vladislav MaraevEnglishLatent Hatred: A Benchmark for Understanding Implicit Hate SpeechMai ElSherief, Caleb Ziems, David Muchlinski, et al.Proceedings of the 2021 Conference on Empirical…LayoutLMv2: Multi-modal Pre-training for Visually-rich Document UnderstandingYang Xu, Yiheng Xu, Tengchao Lv, et al.Proceedings of the 59th Annual Meeting of the…Learning Compact Metrics for MTAmy Pu, Hyung Won Chung, Ankur Parikh, et al.Proceedings of the 2021 Conference on Empirical…Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate DetectionBertie Vidgen, Tristan Thrush, Zeerak Waseem, et al.Proceedings of the 59th Annual Meeting of the…Learning How to Ask: Querying LMs with Mixtures of Soft PromptsGuanghui Qin, Jason EisnerarXiv:2104.06599 · NAACL-HLT 2021Learning To Retrieve Prompts for In-Context LearningOhad Rubin, Jonathan Herzig, Jonathan BerantarXiv:2112.08633Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, et al.arXiv:2103.00020Lemmatisation, etymology and information overload on English and Swedish editions of WiktionaryAllahverdi VerdizadeEnglishLet's be explicit about that: Distant supervision for implicit discourse relation classification via connective predictionMurathan Kurfalı, Robert ÖstlingProceedings of the 1st Workshop on…Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringGautier Izacard, Edouard GraveProceedings of the 16th Conference of the…LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglishIlias Chalkidis; Abhik Jana; Dirk Hartung; Michael Bommarito; Ion Androutsopoulos; Daniel Martin Katz;, Nikolaos AletrasarXiv:2110.00976MacBERTh: Development and Evaluation of a Historically Pre-trained Language Model for English (1450-1950)Enrique Manjavacas Arevalo, Lauren FonteynEnglish1 2 3 4↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2021/page/2/