Papers of 2019 — page 3314 papers · all years1 2 3 4Optuna: A Next-generation Hyperparameter Optimization FrameworkTakuya Akiba, Shotaro Sano, Toshihiko Yanase, et al.arXiv:1907.10902Opuscula Ugaritico-Accadico-Hebraica: Relative particles, paʿam, and AmraphelOla WikanderAncient HebrewPassage Re-ranking with BERTRodrigo Nogueira, Kyunghyun ChoarXiv:1901.04085Patient Knowledge Distillation for BERT Model CompressionSiqi Sun, Yu Cheng, Zhe Gan, et al.arXiv:1908.09355PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase IdentificationYinfei Yang, Yuan Zhang, Chris Tar, et al.arXiv:1908.11828PAWS: Paraphrase Adversaries from Word ScramblingYuan Zhang, Jason Baldridge, Luheng HeProceedings of the 2019 Conference of the North…Pay Less Attention with Lightweight and Dynamic ConvolutionsFelix Wu, Angela Fan, Alexei Baevski, et al.arXiv:1901.10430PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive SummarizationJingqing Zhang, Yao Zhao, Mohammad Saleh, et al.arXiv:1912.08777Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, et al.Proceedings of the 57th Annual Meeting of the…PIQA: Reasoning about Physical Commonsense in Natural LanguageYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.arXiv:1911.11641Plug and Play Language Models: A Simple Approach to Controlled Text GenerationSumanth Dathathri, Andrea Madotto, Janice Lan, et al.arXiv:1912.02164Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas, et al.EnglishPre-Training with Whole Word Masking for Chinese BERTYiming Cui, Wanxiang Che, Ting Liu, et al.arXiv:1906.08101 · IEEE/ACM Transactions on…Predicate Catenae: A Dependency Grammar Analysis of It-CleftsTimothy OsborneEnglishPredicting the Type and Target of Offensive Posts in Social MediaMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.Proceedings of the 2019 Conference of the North…Prepositions and the Grammaticalization of Ancient Hebrew Bipartite Reciprocal MarkersCamil StapsAncient HebrewProbing Natural Language Inference Models through Semantic FragmentsKyle Richardson, Hai Hu, Lawrence S. Moss, et al.arXiv:1909.07521Probing What Different NLP Tasks Teach Machines about Function Word ComprehensionNajoung Kim, Roma Patel, Adam Poliak, et al.Proceedings of the Eighth Joint Conference on…Problem-oriented Corpus Annotation and the Hebrew BibleJohan de JoodeAncient HebrewPublicly Available Clinical BERT EmbeddingsEmily Alsentzer, John R. Murphy, Willie Boag, et al.arXiv:1904.03323PubMedQA: A Dataset for Biomedical Research Question AnsweringQiao Jin, Bhuwan Dhingra, Zhengping Liu, et al.Proceedings of the 2019 Conference on Empirical…PyTorch: An Imperative Style, High-Performance Deep Learning LibraryAdam Paszke, Sam Gross, Francisco Massa, et al.arXiv:1912.01703Quantifying the Carbon Emissions of Machine LearningAlexandre Lacoste, Alexandra Luccioni, Victor Schmidt, et al.arXiv:1910.09700Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential ReasoningPradeep Dasigi, Nelson F. Liu, Ana Marasovic, et al.EnglishRacial Bias in Hate Speech and Abusive Language Detection DatasetsThomas Davidson, Debasmita Bhattacharya, Ingmar WeberProceedings of the Third Workshop on Abusive…Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.Proceedings of the 57th Annual Meeting of the…Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and ApproachesShane Storks, Qiaozi Gao, Joyce Y. ChaiarXiv:1904.01172Recursive LSTM Tree Representation for Arc-Standard Transition-Based Dependency ParsingMohab Elkaref, Bernd BohnetEnglishReducing Transformer Depth on Demand with Structured DropoutAngela Fan, Edouard Grave, Armand JoulinarXiv:1909.11556Release Strategies and the Social Impacts of Language ModelsIrene Solaiman, Miles Brundage, Jack Clark, et al.arXiv:1908.09203Representation Degeneration Problem in Training Natural Language Generation ModelsJun Gao, Di He, Xu Tan, et al.arXiv:1907.12009Restoring Arabic vowels through omission-tolerant dictionary lookupAlexis Amid Neme, Sebastien PaumierSemitic languagesResults of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big ChallengesQingsong Ma, Johnny Wei, Ondřej Bojar, et al.Proceedings of the Fourth Conference on Machine…Rethinking templates: A syntactic analysis of verbal morphology in Emirati ArabicMeera Al Kaabi, Dimitrios NtelitheosSemitic languagesRevealing the Dark Secrets of BERTOlga Kovaleva, Alexey Romanov, Anna Rogers, et al.arXiv:1908.08593Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal LinzenEnglishS2ORC: The Semantic Scholar Open Research CorpusKyle Lo, Lucy Lu Wang, Mark Neumann, et al.arXiv:1911.02782SciBERT: A Pretrained Language Model for Scientific TextIz Beltagy, Kyle Lo, Arman CohanProceedings of the 2019 Conference on Empirical…SciPy 1.0--Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.arXiv:1907.10121 (Nature Methods 17, 261 (2020))Semantic mapping of participants in legal discourseChristian Canu HøjgaardAncient HebrewSemantic Neural Machine Translation Using AMRLinfeng Song, Daniel Gildea, Yue Zhang, et al.Machine translationSemEval-2019 Task 4: Hyperpartisan News DetectionJohannes Kiesel, Maria Mestre, Rishabh Shukla, et al.Proceedings of the 13th International Workshop…SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.arXiv:1903.08983Semi-automatic Annotation of Event Structure, Argument Structure, and Opposition Structure to WordNet by Using Event Structure FrameSeohyun ImEnglishSherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language InferenceMartin Schmitt, Hinrich SchützeEnglishShould a conditional marker arise … The diachronic development of conditional sollte in GermanAnne BreitbarthEnglishSimilarity of Neural Network Representations RevisitedSimon Kornblith, Mohammad Norouzi, Honglak Lee, et al.arXiv:1905.00414Simple BERT Models for Relation Extraction and Semantic Role LabelingPeng Shi, Jimmy LinarXiv:1904.05255Simple, Scalable Adaptation for Neural Machine TranslationAnkur Bapna, Orhan FiratProceedings of the 2019 Conference on Empirical…SocialIQA: Commonsense Reasoning about Social InteractionsMaarten Sap, Hannah Rashkin, Derek Chen, et al.arXiv:1904.09728Sound Changes in the (Pre-)Masoretic Reading Tradition and the Original Pronunciation of Biblical AramaicBenjamin D. SuchardAncient HebrewSpanBERT: Improving Pre-training by Representing and Predicting SpansMandar Joshi, Danqi Chen, Yinhan Liu, et al.arXiv:1907.10529SpecAugment: A Simple Data Augmentation Method for Automatic Speech RecognitionDaniel S. Park, William Chan, Yu Zhang, et al.arXiv:1904.08779 · Proc. Interspeech 2019…Speech act attenuation in the history of English: The case of apologiesAndreas H. JuckerEnglishSTACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix FrameworkMingbo Ma, Liang Huang, Hao Xiong, et al.Proceedings of the 57th Annual Meeting of the…Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationAmit Moryossef, Yoav Goldberg, Ido DaganProceedings of the 2019 Conference of the North…Style Transformer: Unpaired Text Style Transfer without Disentangled Latent RepresentationNing Dai, Jianze Liang, Xipeng Qiu, et al.Proceedings of the 57th Annual Meeting of the…Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data AugmentationAshutosh Kumar, Satwik Bhattamishra, Manik Bhandari, et al.Proceedings of the 2019 Conference of the North…SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsAlex Wang, Yada Pruksachatkun, Nikita Nangia, et al.arXiv:1905.00537Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, et al.Proceedings of the 57th Annual Meeting of the…TabFact: A Large-scale Dataset for Table-based Fact VerificationWenhu Chen, Hongmin Wang, Jianshu Chen, et al.arXiv:1909.02164Tagged Back-TranslationIsaac Caswell, Ciprian Chelba, David GrangierProceedings of the Fourth Conference on Machine…Talking about the weather: Two construals of precipitation events in EnglishBeth Levin, Bonnie KrejciEnglishText Generation from Knowledge Graphs with Graph TransformersRik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, et al.Proceedings of the 2019 Conference of the North…Text-Fabric: handling Biblical data with IKEA logisticsDirk RoordaAncient HebrewThe BEA-2019 Shared Task on Grammatical Error CorrectionChristopher Bryant, Mariano Felice, Øistein E. Andersen, et al.Mova's core listThe CommitmentBank: Investigating projection in naturally occurring discourseMarie-Catherine de Marneffe, Mandy Simons, Judith TonhauserEnglishThe discourse commitments of illocutionary reportativesMartina T FallerEnglishThe DISRPT 2019 Shared Task on Elementary Discourse Unit Segmentation and Connective DetectionAmir Zeldes, Debopam Das, Erick Galani Maziero, et al.EnglishThe First Shared Task on Discourse Representation Structure ParsingLasha Abzianidze, Rik van Noord, Hessel Haagsma, et al.Machine translationThe FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishFrancisco Guzmán, Peng-Jen Chen, Myle Ott, et al.Proceedings of the 2019 Conference on Empirical…The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora ResolutionAli Emami, Paul Trichelair, Adam Trischler, et al.EnglishThe Risk of Racial Bias in Hate Speech DetectionMaarten Sap, Dallas Card, Saadia Gabriel, et al.Proceedings of the 57th Annual Meeting of the…The Second Conversational Intelligence Challenge (ConvAI2)Emily Dinan, Varvara Logacheva, Valentin Malykh, et al.arXiv:1902.00098The syntax of comparison constructions in diachronic and dialectal perspectiveAgnes JägerEnglishThe Woman Worked as a Babysitter: On Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Premkumar Natarajan, et al.Proceedings of the 2019 Conference on Empirical…Towards a Common Aim and Framework for Tools and Research in Support of Bible Translation and Biblical Language Online LearningPaul A. O'RearAncient HebrewTowards an adequate account of parataxis in Universal DependenciesLars AhrenbergEnglishTowards Debiasing Fact Verification ModelsTal Schuster, Darsh Shah, Yun Jie Serene Yeo, et al.Proceedings of the 2019 Conference on Empirical…Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, et al.arXiv:1906.01815Towards Universal Dialogue Act Tagging for Task-Oriented DialoguesShachi Paul, Rahul Goel, Dilek Hakkani-TurEnglishTraining Neural Machine Translation to Apply Terminology ConstraintsGeorgiana Dinu, Prashant Mathur, Marcello Federico, et al.Proceedings of the 57th Annual Meeting of the…Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking DatasetsYifan Peng, Shankai Yan, Zhiyong LuProceedings of the 18th BioNLP Workshop and…Transfer Learning in Natural Language ProcessingSebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, et al.Proceedings of the 2019 Conference of the North…Triton: An Intermediate Language and Compiler for Tiled Neural Network ComputationsPhilippe Tillet, H. T. Kung, David CoxMAPL 2019TuckER: Tensor Factorization for Knowledge Graph CompletionIvana Balažević, Carl Allen, Timothy M. HospedalesarXiv:1901.09590Tyndale STEPBible Data development for machine analysis and computational linguisticsDavid Instone-BrewerAncient HebrewUnified Language Model Pre-training for Natural Language Understanding and GenerationLi Dong, Nan Yang, Wenhui Wang, et al.arXiv:1905.03197UNITER: UNiversal Image-TExt Representation LearningYen-Chun Chen, Linjie Li, Licheng Yu, et al.arXiv:1909.11740Universal Dependencies in a galaxy far, far away... What makes Yoda's English truly alienNatalia LevshinaEnglishUnlearn Dataset Bias in Natural Language Inference by Fitting the ResidualHe He, Sheng Zha, Haohan WangProceedings of the 2nd Workshop on Deep…Unrestricted Original Language ResourcesJesse A. Griffin, Todd L. PriceAncient HebrewUnsupervised Data Augmentation for Consistency TrainingQizhe Xie, Zihang Dai, Eduard Hovy, et al.arXiv:1904.12848Usage patterns in the development of Hebrew grammatical subjectsElitzur Dattner, Liron Kertes, Racehli Zwilling, et al.Modern HebrewUsing Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary DetectionNafise Sadat Moosavi, Leo Born, Massimo Poesio, et al.EnglishUsing Syntax to Resolve NPE in EnglishPayal Khullar, Allen Antony, Manish ShrivastavaEnglishUtilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceChi Sun, Luyao Huang, Xipeng QiuProceedings of the 2019 Conference of the North…VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role LabelingAndrea Di Fabio, Simone Conia, Roberto NavigliEnglishVerbNet Representations: Subevent Semantics for Transfer VerbsSusan Windisch Brown, Julia Bonn, James Gung, et al.EnglishVideoBERT: A Joint Model for Video and Language Representation LearningChen Sun, Austin Myers, Carl Vondrick, et al.arXiv:1904.017661 2 3 4