Papers of 2019 — page 1314 papers · all years1 2 3 475 Languages, 1 Model: Parsing Universal Dependencies UniversallyDan Kondratyuk, Milan StrakaEnglish``Transforming'' Delete, Retrieve, Generate Approach for Controlled Text Style TransferAkhilesh Sudhakar, Bhargav Upadhyay, Arjun MaheswaranProceedings of the 2019 Conference on Empirical…A Comprehensive Survey on Graph Neural NetworksZonghan Wu, Shirui Pan, Fengwen Chen, et al.arXiv:1901.00596A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.Mova's core listA Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric InterpretationMassimo Poesio, Jon Chamberlain, Silviu Paun, et al.Proceedings of the 2019 Conference of the North…A Discourse Signal Annotation System for RST TreesLuke Gessler, Yang Liu, Amir ZeldesEnglishA general framework for information extraction using dynamic span graphsYi Luan, Dave Wadden, Luheng He, et al.Proceedings of the 2019 Conference of the North…A Large-Scale Comparison of Historical Text Normalization SystemsMarcel BollmannMachine translationA Linguistic Reappraisal of the Biblical Hebrew AccusativeJacques BouletAncient HebrewA Multiscale Visualization of Attention in the Transformer ModelJesse VigarXiv:1906.05714A Partially Rule-Based Approach to AMR GenerationEmma ManningMachine translationA Probabilistic Approach to Syntactic Variation in Biblical HebrewEtienne P. van de Bijl, Cody Kingham, Wido van Peursen, et al.Ancient HebrewA Simple Joint Model for Improved Contextual Neural LemmatizationChaitanya Malaviya, Shijie Wu, Ryan CotterellEnglishA Structural Probe for Finding Syntax in Word RepresentationsJohn Hewitt, Christopher D. ManningProceedings of the 2019 Conference of the North…A Survey on Bias and Fairness in Machine LearningNinareh Mehrabi, Fred Morstatter, Nripsuta Saxena, et al.arXiv:1908.09635A Transformer-based approach to Irony and Sarcasm detectionRolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios StafylopatisarXiv:1911.10401Abductive Commonsense ReasoningChandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, et al.EnglishActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question AnsweringZhou Yu, Dejing Xu, Jun Yu, et al.arXiv:1906.02467Adapting Digital Biblical Resources for Translation and Teaching: Harvesting low-hanging fruit and growing next generation resourcesJonathan RobieAncient HebrewAdversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological ModelingNasser Zalmout, Nizar HabashSemitic languagesALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday TasksMohit Shridhar; Jesse Thomason; Daniel Gordon; Yonatan Bisk; Winson Han; Roozbeh Mottaghi; Luke Zettlemoyer;, Dieter FoxarXiv:1912.01734An Arabic Dependency Treebank in the Travel DomainDima Taji, Jamila El Gizuli, Nizar HabashSemitic languagesAnalysing Mathematical Reasoning Abilities of Neural ModelsDavid Saxton, Edward Grefenstette, Felix Hill, et al.arXiv:1904.01557Analysis Methods in Neural Language Processing: A SurveyYonatan Belinkov, James GlassTransactions of the Association for…Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedElena Voita, David Talbot, Fedor Moiseev, et al.arXiv:1905.09418Analyzing the Structure of Attention in a Transformer Language ModelJesse Vig, Yonatan BelinkovarXiv:1906.04284APE at Scale and Its Implications on MT Evaluation BiasesMarkus Freitag, Isaac Caswell, Scott RoyProceedings of the Fourth Conference on Machine…Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared TaskTommi A PirinenMachine translationAre Sixteen Heads Really Better than One?Paul Michel, Omer Levy, Graham NeubigarXiv:1905.10650Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflectionMaria Corkery, Yevgen Matusevych, Sharon GoldwaterEnglishArgument Mining: A SurveyJohn Lawrence, Chris ReedComputational LinguisticsAssessing BERT's Syntactic AbilitiesYoav GoldbergarXiv:1901.05287Attention is not ExplanationSarthak Jain, Byron C. WallaceProceedings of the 2019 Conference of the North…Attention is not not ExplanationSarah Wiegreffe, Yuval PinterProceedings of the 2019 Conference on Empirical…Automatic Detection of Generated Text is Easiest when Humans are FooledDaphne Ippolito, Daniel Duckworth, Chris Callison-Burch, et al.arXiv:1911.00650Automatic Language Identification in Texts: A SurveyTommi Jauhiainen, Marco Lui, Marcos Zampieri, et al.Journal of Artificial Intelligence Research 65Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachWenpeng Yin, Jamaal Hay, Dan RothProceedings of the 2019 Conference on Empirical…BERT for Coreference Resolution: Baselines and AnalysisMandar Joshi, Omer Levy, Luke Zettlemoyer, et al.Proceedings of the 2019 Conference on Empirical…BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language ModelAlex Wang, Kyunghyun ChoarXiv:1902.04094BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment AnalysisHu Xu, Bing Liu, Lei Shu, et al.arXiv:1904.02232BERT Rediscovers the Classical NLP PipelineIan Tenney, Dipanjan Das, Ellie PavlickProceedings of the 57th Annual Meeting of the…BERTje: A Dutch BERT ModelWietse de Vries, Andreas van Cranenburgh, Arianna Bisazza, et al.arXiv:1912.09582Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTShijie Wu, Mark DredzearXiv:1904.09077Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityJohn Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.Proceedings of the 57th Annual Meeting of the…Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across GenresYang LiuEnglishBioBERT: a pre-trained biomedical language representation model for biomedical text miningJinhyuk Lee, Wonjin Yoon, Sungdong Kim, et al.arXiv:1901.08746BoolQ: Exploring the Surprising Difficulty of Natural Yes/No QuestionsChristopher Clark, Kenton Lee, Ming-Wei Chang, et al.Proceedings of the 2019 Conference of the North…Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackEmily Dinan, Samuel Humeau, Bharath Chintagunta, et al.Proceedings of the 2019 Conference on Empirical…CamemBERT: a Tasty French Language ModelLouis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.arXiv:1911.03894 · Proceedings of the 58th…CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEBHolger Schwenk, Guillaume Wenzek, Sergey Edunov, et al.arXiv:1911.04944Certified Robustness to Adversarial Word SubstitutionsRobin Jia, Aditi Raghunathan, Kerem Göksel, et al.Proceedings of the 2019 Conference on Empirical…Choosing Transfer Languages for Cross-Lingual LearningYu-Hsiang Lin, Chian-Yu Chen, Jean Lee, et al.Proceedings of the 57th Annual Meeting of the…ClinicalBERT: Modeling Clinical Notes and Predicting Hospital ReadmissionKexin Huang, Jaan Altosaar, Rajesh RanganatharXiv:1904.05342Combating Adversarial Misspellings with Robust Word RecognitionDanish Pruthi, Bhuwan Dhingra, Zachary C. LiptonProceedings of the 57th Annual Meeting of the…COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, et al.Proceedings of the 57th Annual Meeting of the…Common Voice: A Massively-Multilingual Speech CorpusRosana Ardila, Megan Branson, Kelly Davis, et al.arXiv:1912.06670Comparing Sense Categorization Between English PropBank and English WordNetÖzge Bakay, Begüm Avar, Olcay Taner YıldızEnglishCompressive Transformers for Long-Range Sequence ModellingJack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, et al.arXiv:1911.05507CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate SpeechYi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu, et al.Proceedings of the 57th Annual Meeting of the…Concord and agreement features in Modern Standard ArabicLindley WinchesterSemitic languagesConstrained Sequence-to-sequence Semitic Root Extraction for Enriching Word EmbeddingsAhmed El-Kishky, Xingyu Fu, Aseel Addawood, et al.Ancient HebrewControllable Paraphrase Generation with a Syntactic ExemplarMingda Chen, Qingming Tang, Sam Wiseman, et al.Proceedings of the 57th Annual Meeting of the…Controlled Semi-automatic Annotation of Classical EthiopicCristina VertanSemitic languagesConversational implicatures in English dialogue: Annotated datasetElizabeth Jasmi George, Radhika MamidiEnglishCoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. ManningResearch libraryCosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al.EnglishCounterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyRan Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.arXiv:1906.04571Cross-Domain Generalization of Neural Constituency ParsersDaniel Fried, Nikita Kitaev, Dan KleinEnglishCross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.Proceedings of the 2019 Conference of the North…Crowdsourced Hedge Term DisambiguationMorgan Ulinski, Julia HirschbergEnglishCTRL: A Conditional Transformer Language Model for Controllable GenerationNitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.arXiv:1909.05858Currents in the Historical Linguistics and Linguistic Dating of the Hebrew Bible: Report on the State of Research as Reflected in Recent Major PublicationsRobert Rezetko, Ian YoungAncient HebrewDefending Against Neural Fake NewsRowan Zellers, Ari Holtzman, Hannah Rashkin, et al.arXiv:1905.12616Dependency Parsing for Spoken Dialog SystemsSam Davidson, Dian Yu, Zhou YuEnglishDesigning a Symbolic Intermediate Representation for Neural Surface RealizationHenry Elder, Jennifer Foster, James Barry, et al.Machine translationDetecting Syntactic Change Using a Neural Part-of-Speech TaggerWilliam Merrill, Gigi Stark, Robert FrankEnglishDetection of Abusive Language: the Problem of Biased DatasetsMichael Wiegand, Josef Ruppenhofer, Thomas KleinbauerProceedings of the 2019 Conference of the North…DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationYizhe Zhang, Siqi Sun, Michel Galley, et al.arXiv:1911.00536Dialogue Act Classification with Context-Aware Self-AttentionVipul Raheja, Joel TetreaultProceedings of the 2019 Conference of the North…Dialogue Natural Language InferenceSean Welleck, Jason Weston, Arthur Szlam, et al.Proceedings of the 57th Annual Meeting of the…DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in ConversationDeepanway Ghosal, Navonil Majumder, Soujanya Poria, et al.Proceedings of the 2019 Conference on Empirical…Differentiating dislocations, topicalisation, and extraposition in Biblical Hebrew: Evidence from negationCynthia L. Miller-Naudé, Jacobus A. NaudéAncient HebrewDiscourse-Aware Neural Extractive Text SummarizationJiacheng Xu, Zhe Gan, Yu Cheng, et al.arXiv:1910.14142Disentangled Representation Learning for Non-Parallel Text Style TransferVineet John, Lili Mou, Hareesh Bahuleyan, et al.Proceedings of the 57th Annual Meeting of the…DisSim: A Discourse-Aware Syntactic Text Simplification Framework for English and GermanChristina Niklaus, Matthias Cetto, André Freitas, et al.EnglishDo NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, et al.Proceedings of the 2019 Conference on Empirical…Document Expansion by Query PredictionRodrigo Nogueira, Wei Yang, Jimmy Lin, et al.arXiv:1904.08375Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language InferenceYonatan Belinkov, Adam Poliak, Stuart Shieber, et al.Proceedings of the 57th Annual Meeting of the…DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen, et al.Transactions of the Association for…DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over ParagraphsDheeru Dua, Yizhong Wang, Pradeep Dasigi, et al.EnglishEDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification TasksJason Wei, Kai ZouarXiv:1901.11196EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingYue Dong, Zichao Li, Mehdi Rezagholizadeh, et al.Proceedings of the 57th Annual Meeting of the…EfficientNet: Rethinking Model Scaling for Convolutional Neural NetworksMingxing Tan, Quoc V. LearXiv:1905.11946 · International Conference on…ELI5: Long Form Question AnsweringAngela Fan, Yacine Jernite, Ethan Perez, et al.Proceedings of the 57th Annual Meeting of the…Encode, Tag, Realize: High-Precision Text EditingEric Malmi, Sebastian Krause, Sascha Rothe, et al.arXiv:1909.01187End-to-End Open-Domain Question Answering with BERTseriniWei Yang, Yuqing Xie, Aileen Lin, et al.Proceedings of the 2019 Conference of the North…Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh, Andrew McCallumProceedings of the 57th Annual Meeting of the…English WordNet 2019 – An Open-Source WordNet for EnglishJohn P. McCrae, Alexandre Rademaker, Francis BondEnglishEntity, Relation, and Event Extraction with Contextualized Span RepresentationsDavid Wadden, Ulme Wennberg, Yi Luan, et al.Proceedings of the 2019 Conference on Empirical…EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language InferenceAbhilasha Ravichander, Aakanksha Naik, Carolyn Rose, et al.English1 2 3 4