Papers of 2018 — page 2233 papers · all years1 2 3Graph Convolution over Pruned Dependency Trees Improves Relation ExtractionYuhao Zhang, Peng Qi, Christopher D. ManningProceedings of the 2018 Conference on Empirical…Has Machine Translation Achieved Human Parity? A Case for Document-level EvaluationSamuel Läubli, Rico Sennrich, Martin VolkProceedings of the 2018 Conference on Empirical…Hate Speech Dataset from a White Supremacy ForumOna de Gibert, Naiara Perez, Aitor García-Pablos, et al.Proceedings of the 2nd Workshop on Abusive…Higher-Order Coreference Resolution with Coarse-to-Fine InferenceKenton Lee, Luheng He, Luke ZettlemoyerProceedings of the 2018 Conference of the North…HotFlip: White-Box Adversarial Examples for Text ClassificationJavid Ebrahimi, Anyi Rao, Daniel Lowd, et al.Proceedings of the 56th Annual Meeting of the…HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringZhilin Yang, Peng Qi, Saizheng Zhang, et al.Proceedings of the 2018 Conference on Empirical…How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. LiptonEnglishHow Powerful are Graph Neural Networks?Keyulu Xu, Weihua Hu, Jure Leskovec, et al.arXiv:1810.00826Improving Text-to-SQL Evaluation MethodologyCatherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, et al.Proceedings of the 56th Annual Meeting of the…Improving the Transformer Translation Model with Document-Level ContextJiacheng Zhang, Huanbo Luan, Maosong Sun, et al.Proceedings of the 2018 Conference on Empirical…Investigating NP-Chunking with Universal Dependencies for EnglishOphélie LacroixEnglishISO-Standard Domain-Independent Dialogue Act Tagging for Conversational AgentsStefano Mezza, Alessandra Cervone, Evgeny Stepanov, et al.EnglishIterative Back-Translation for Neural Machine TranslationVu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, et al.Proceedings of the 2nd Workshop on Neural…Jointly Predicting Predicates and Arguments in Neural Semantic Role LabelingLuheng He, Kenton Lee, Omer Levy, et al.Proceedings of the 56th Annual Meeting of the…Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy LiangProceedings of the 56th Annual Meeting of the…Large-Scale QA-SRL ParsingNicholas FitzGerald, Julian Michael, Luheng He, et al.EnglishLearning Gender-Neutral Word EmbeddingsJieyu Zhao, Yichao Zhou, Zeyu Li, et al.Proceedings of the 2018 Conference on Empirical…Learning Scalar Adjective Intensity from ParaphrasesAnne Cocos, Skyler Wharton, Ellie Pavlick, et al.EnglishLearning to Mine Aligned Code and Natural Language Pairs from Stack OverflowPengcheng Yin, Bowen Deng, Edgar Chen, et al.arXiv:1805.08949Learning to Write with Cooperative DiscriminatorsAri Holtzman, Jan Buys, Maxwell Forbes, et al.Proceedings of the 56th Annual Meeting of the…Learning Word Vectors for 157 LanguagesEdouard Grave, Piotr Bojanowski, Prakhar Gupta, et al.Proceedings of the Eleventh International…Legal Judgment Prediction via Topological LearningHaoxi Zhong, Zhipeng Guo, Cunchao Tu, et al.Proceedings of the 2018 Conference on Empirical…Lessons from Natural Language Inference in the Clinical DomainAlexey Romanov, Chaitanya ShivadeProceedings of the 2018 Conference on Empirical…Let's do it "again": A First Computational Approach to Detecting Adverbial Presupposition TriggersAndre Cianflone, Yulan Feng, Jad Kabbara, et al.EnglishLinguistically-Informed Self-Attention for Semantic Role LabelingEmma Strubell, Patrick Verga, Daniel Andor, et al.arXiv:1804.08199Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.EnglishLoss and preservation of case in Germanic non-standard varietiesRaffaela Baechler, Simon PröllEnglishLoss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionArmand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.Proceedings of the 2018 Conference on Empirical…Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan RothMova's core listMarian: Fast Neural Machine Translation in C++Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, et al.arXiv:1804.00344Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger SchwenkarXiv:1812.10464MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.arXiv:1810.02508Mesh-TensorFlow: Deep Learning for SupercomputersNoam Shazeer, Youlong Cheng, Niki Parmar, et al.arXiv:1811.02084Meta-Learning for Low-Resource Neural Machine TranslationJiatao Gu, Yong Wang, Yun Chen, et al.Proceedings of the 2018 Conference on Empirical…Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod, et al.EnglishMind the Gap: Data Enrichment in Dependency Parsing of Elliptical ConstructionsKira Droganova, Filip Ginter, Jenna Kanerva, et al.EnglishMissing objects in Hebrew: Argument ellipsis, not VP ellipsisIdan LandauModern HebrewModeling Speech Acts in Asynchronous Conversations: A Neural-CRF ApproachShafiq Joty, Tasnim MohiuddinEnglishMorphoLex: A derivational morphological database for 70,000 English wordsClaudia H. Sánchez-Gutiérrez, Hugo Mailhot, S. Hélène Deacon, et al.EnglishMorphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource SettingsPamela Shapiro, Kevin DuhSemitic languagesMulti-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated WorldsIgor Labutov, Bishan Yang, Anusha Prakash, et al.EnglishMulti-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionYi Luan, Luheng He, Mari Ostendorf, et al.Proceedings of the 2018 Conference on Empirical…Multi-task learning for historical text normalization: Size mattersMarcel Bollmann, Anders Søgaard, Joachim BingelEnglishMultimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.Proceedings of the 56th Annual Meeting of the…Neural Models of FactualityRachel Rudinger, Aaron Steven White, Benjamin Van DurmeEnglishNewsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav ArtziProceedings of the 2018 Conference of the North…Noise-Robust Morphological Disambiguation for Dialectal ArabicNasser Zalmout, Alexander Erdmann, Nizar HabashSemitic languagesNormalizing Early English Letters to Present-day English SpellingMika Hämäläinen, Tanja Säily, Jack Rueter, et al.EnglishObject Hallucination in Image CaptioningAnna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.Proceedings of the 2018 Conference on Empirical…Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English WordsSaif MohammadProceedings of the 56th Annual Meeting of the…On the Impact of Various Types of Noise on Neural Machine TranslationHuda Khayrallah, Philipp KoehnProceedings of the 2nd Workshop on Neural…On the Limitations of Unsupervised Bilingual Dictionary InductionAnders Søgaard, Sebastian Ruder, Ivan VulićProceedings of the 56th Annual Meeting of the…ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine TranslationsJohn Wieting, Kevin GimpelProceedings of the 56th Annual Meeting of the…Paraphrase Generation with Deep Reinforcement LearningZichao Li, Xin Jiang, Lifeng Shang, et al.Proceedings of the 2018 Conference on Empirical…Parser combinators for Tigrinya and Oromo morphologyPatrick Littell, Tom McCoy, Na-Rae Han, et al.Semitic languagesParsing Tweets into Universal DependenciesYijia Liu, Yi Zhu, Wanxiang Che, et al.EnglishPersonalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.Proceedings of the 56th Annual Meeting of the…Pragmatically Informative Image Captioning with Character-Level InferenceReuben Cohn-Gordon, Noah Goodman, Christopher PottsProceedings of the 2018 Conference of the North…PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference ResolutionHong Chen, Zhenhua Fan, Hao Lu, et al.EnglishPredictive power of word surprisal for reading times is a linear function of language model qualityAdam Goodkind, Klinton BicknellProceedings of the 8th Workshop on Cognitive…QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionAdams Wei Yu, David Dohan, Minh-Thang Luong, et al.arXiv:1804.09541QuAC: Question Answering in ContextEunsol Choi, He He, Mohit Iyyer, et al.Proceedings of the 2018 Conference on Empirical…QUD-Based Annotation of Discourse Structure and Information Structure: Tool and EvaluationKordula De Kuthy, Nils Reiter, Arndt RiesterEnglishRapid Adaptation of Neural Machine Translation to New LanguagesGraham Neubig, Junjie HuProceedings of the 2018 Conference on Empirical…Reasoning with Sarcasm by Reading In-BetweenYi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.Proceedings of the 56th Annual Meeting of the…Reciprocal expressions and the Maximal Typicality HypothesisEva B. Poortman, Marijn E. Struiksma, Nir Kerem, et al.Modern HebrewReCoRD: Bridging the Gap between Human and Machine Commonsense Reading ComprehensionSheng Zhang, Xiaodong Liu, Jingjing Liu, et al.arXiv:1810.12885Reducing Gender Bias in Abusive Language DetectionJi Ho Park, Jamin Shin, Pascale FungProceedings of the 2018 Conference on Empirical…Relational inductive biases, deep learning, and graph networksPeter W. Battaglia, Jessica B. Hamrick, Victor Bapst, et al.arXiv:1806.01261Representation Learning with Contrastive Predictive CodingAaron van den Oord, Yazhe Li, Oriol VinyalsarXiv:1807.03748Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern HebrewAdam Amram, Anat Ben David, Reut TsarfatyModern HebrewResults of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performanceQingsong Ma, Ondřej Bojar, Yvette GrahamProceedings of the Third Conference on Machine…Rhotic Phonemes in Semitic Languages – The Case of Classical Arabic and Biblical HebrewBartosz PietrzakAncient HebrewRUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation EvaluationHiroki Shimanaka, Tomoyuki Kajiwara, Mamoru KomachiProceedings of the Third Conference on Machine…Scaling Neural Machine TranslationMyle Ott, Sergey Edunov, David Grangier, et al.Proceedings of the Third Conference on Machine…Scheduled Multi-Task Learning: From Syntax to TranslationEliyahu Kiperwasser, Miguel BallesterosTransactions of the Association for…SciDTB: Discourse Dependency TreeBank for Scientific AbstractsAn Yang, Sujian LiEnglishSelf-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish VaswaniProceedings of the 2018 Conference of the North…Semantic Structural Evaluation for Text SimplificationElior Sulem, Omri Abend, Ari RappoportMachine translationSemEval-2018 Task 1: Affect in TweetsSaif Mohammad, Felipe Bravo-Marquez, Mohammad Salameh, et al.Proceedings of the 12th International Workshop…SemEval-2018 Task 3: Irony Detection in English TweetsCynthia Van Hee, Els Lefever, Véronique HosteProceedings of the 12th International Workshop…Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.Proceedings of the 2018 Conference on Empirical…Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data TasksJason Phang, Thibault Févry, Samuel R. BowmanarXiv:1811.01088SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text ProcessingTaku Kudo, John RichardsonProceedings of the 2018 Conference on Empirical…Sentences with Gapping: Parsing and Reconstructing Elided PredicatesSebastian Schuster, Joakim Nivre, Christopher D. ManningEnglishSentEval: An Evaluation Toolkit for Universal Sentence RepresentationsAlexis Conneau, Douwe KielaarXiv:1803.05449Simple and Effective Text Simplification Using Semantic and Neural MethodsElior Sulem, Omri Abend, Ari RappoportMachine translationSimple Models for Word Formation in English SlangVivek Kulkarni, William Yang WangEnglishSlot-Gated Modeling for Joint Slot Filling and Intent PredictionChih-Wen Goo, Guang Gao, Yun-Kai Hsu, et al.Proceedings of the 2018 Conference of the North…Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfacesAlice Coucke, Alaa Saade, Adrien Ball, et al.arXiv:1805.10190Spelling Normalization of Historical Documents by Using a Machine Translation ApproachMiguel Domingo, Francisco CasacubertaMachine translationSpider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL TaskTao Yu, Rui Zhang, Kai Yang, et al.Proceedings of the 2018 Conference on Empirical…Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models InsteadCynthia RudinarXiv:1811.10154 · Nature Machine Intelligence…Style Transfer Through Back-TranslationShrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.Proceedings of the 56th Annual Meeting of the…Tensor2Tensor for Neural Machine TranslationAshish Vaswani, Samy Bengio, Eugene Brevdo, et al.Proceedings of the 13th Conference of the…TextBugger: Generating Adversarial Text Against Real-world ApplicationsJinfeng Li, Shouling Ji, Tianyu Du, et al.arXiv:1812.05271TextWorld: A Learning Environment for Text-based GamesMarc-Alexandre Cote, Akos Kadar, Xingdi Yuan, et al.arXiv:1806.11532Texygen: A Benchmarking Platform for Text Generation ModelsYaoming Zhu, Sidi Lu, Lei Zheng, et al.arXiv:1802.01886The 2018 Shared Task on Extrinsic Parser Evaluation: On the Downstream Utility of English Universal Dependency ParsersMurhaf Fares, Stephan Oepen, Lilja Øvrelid, et al.EnglishThe acquisition of Hebrew idioms: Stages, internal composition, and implications for storageJulie Fadlon, Julia Horvath, Tal Siloni, et al.Modern Hebrew1 2 3