Table of Contents

• Continuous Learning in a Hierarchical Multiscale Neural NetworkThomas Wolf, Julien Chaumond, Clement Delangue. 1-7 [doi]
• Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and CompositionalityAlexandre Salle, Aline Villavicencio. 8-13 [doi]
• Deep RNNs Encode Soft Hierarchical SyntaxTerra Blevins, Omer Levy, Luke Zettlemoyer. 14-19 [doi]
• Word Error Rate Estimation for Speech Recognition: e-WERAhmed Ali, Steve Renals. 20-24 [doi]
• Towards Robust and Privacy-preserving Text RepresentationsYitong Li, Timothy Baldwin, Trevor Cohn. 25-30 [doi]
• HotFlip: White-Box Adversarial Examples for Text ClassificationJavid Ebrahimi, Anyi Rao, Daniel Lowd, Dejing Dou. 31-36 [doi]
• Domain Adapted Word Embeddings for Improved Sentiment ClassificationPrathusha K. Sarma, Yingyu Liang, Bill Sethares. 37-42 [doi]
• Active learning for deep semantic parsingLong Duong, Hadi Afshar, Dominique Estival, Glen Pink, Philip Cohen, Mark Johnson. 43-48 [doi]
• Learning Thematic Similarity Metric from Article Sections Using Triplet NetworksLiat Ein-Dor, Yosi Mass, Alon Halfon, Elad Venezian, Ilya Shnayderman, Ranit Aharonov, Noam Slonim. 49-54 [doi]
• Unsupervised Semantic Frame Induction using TriclusteringDmitry Ustalov, Alexander Panchenko, Andrey Kutuzov, Chris Biemann, Simone Paolo Ponzetto. 55-62 [doi]
• Identification of Alias Links among Participants in NarrativesSangameshwar Patil, Sachin Pawar, Swapnil Hingmire, Girish Keshav Palshikar, Vasudeva Varma, Pushpak Bhattacharyya. 63-68 [doi]
• Named Entity Recognition With Parallel Recurrent Neural NetworksAndrej Zukov Gregoric, Yoram Bachrach, Sam Coope. 69-74 [doi]
• Type-Sensitive Knowledge Base Inference Without Explicit Type SupervisionPrachi Jain, Pankaj Kumar, Mausam, Soumen Chakrabarti. 75-80 [doi]
• A Walk-based Model on Entity Graphs for Relation ExtractionFenia Christopoulou, Makoto Miwa, Sophia Ananiadou. 81-88 [doi]
• Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation ExtractionVan-Thuy Phi, Joan Santoso, Masashi Shimbo, Yuji Matsumoto 0001. 89-95 [doi]
• Automatic Extraction of Commonsense LocatedNear KnowledgeFrank F. Xu, Bill Y. Lin, Kenny Q. Zhu. 96-101 [doi]
• Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention ClusteringRui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang, Dragomir R. Radev. 102-107 [doi]
• Fully Statistical Neural Belief TrackingNikola Mrksic, Ivan Vulic. 108-113 [doi]
• Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting QuantifiersSandro Pezzelle, Shane Steinert-Threlkeld, Raffaella Bernardi, Jakub Szymanik. 114-119 [doi]
• A Named Entity Recognition Shootout for GermanMartin Riedl 0002, Sebastian Padó. 120-125 [doi]
• A dataset for identifying actionable feedback in collaborative software developmentBenjamin S. Meyers, Nuthan Munaiah, Emily Prud'hommeaux, Andrew Meneely, Josephine Wolff, Cecilia Ovesdotter Alm, Pradeep K. Murukannaiah. 126-131 [doi]
• SNAG: Spoken Narratives and Gaze DatasetPreethi Vaidyanathan, Emily Tucker Prud'hommeaux, Jeff B. Pelz, Cecilia Ovesdotter Alm. 132-137 [doi]
• Analogical Reasoning on Chinese Morphological and Semantic RelationsShen Li, Zhe Zhao, Renfen Hu, Wensi Li, Tao Liu, Xiaoyong Du. 138-143 [doi]
• Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical ExpressionsDongyu Zhang, Hongfei Lin, Liang Yang 0003, ShaoWu Zhang, Bo Xu 0008. 144-150 [doi]
• Automatic Article Commenting: the Task and DatasetLianhui Qin, Lemao Liu, Wei Bi, Yan Wang, Xiaojiang Liu, Zhiting Hu, Hai Zhao, Shuming Shi. 151-156 [doi]
• Improved Evaluation Framework for Complex Plagiarism DetectionAnton Belyy, Marina Dubova, Dmitry Nekrasov. 157-162 [doi]
• Global Encoding for Abstractive SummarizationJunyang Lin, Xu Sun 0001, Shuming Ma, Qi Su. 163-169 [doi]
• A Language Model based Evaluator for Sentence CompressionYang Zhao, Zhiyuan Luo, Akiko Aizawa. 170-175 [doi]
• Identifying and Understanding User Reactions to Deceptive and Trusted Social News SourcesMaria Glenski, Tim Weninger, Svitlana Volkova. 176-181 [doi]
• Content-based Popularity Prediction of Online Petitions Using a Deep Regression ModelShivashankar Subramanian, Timothy Baldwin, Trevor Cohn. 182-188 [doi]
• Fighting Offensive Language on Social Media with Unsupervised Text Style TransferCícero Nogueira dos Santos, Igor Melnyk, Inkit Padhi. 189-194 [doi]
• Diachronic degradation of language models: Insights from social mediaKokil Jaidka, Niyati Chhaya, Lyle H. Ungar. 195-200 [doi]
• Task-oriented Dialogue System for Automatic DiagnosisZhongyu Wei, Qianlong Liu, Baolin Peng, Huaixiao Tou, Ting Chen, Xuanjing Huang, Kam-Fai Wong, Xiangying Dai. 201-207 [doi]
• Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerceMinghui Qiu, Liu Yang 0005, Feng Ji, Wei Zhou, Jun Huang, Haiqing Chen, W. Bruce Croft, Wei Lin. 208-213 [doi]
• A Multi-task Approach to Learning Multilingual RepresentationsKaran Singla, Dogan Can, Shrikanth Narayanan. 214-220 [doi]
• Characterizing Departures from Linearity in Word TranslationNdapa Nakashole, Raphael Flauger. 221-227 [doi]
• Filtering and Mining Parallel Data in a Joint Multilingual SpaceHolger Schwenk. 228-234 [doi]
• Hybrid semi-Markov CRF for Neural Sequence LabelingZhi-Xiu Ye, Zhen-Hua Ling. 235-240 [doi]
• A Study of the Importance of External Knowledge in the Named Entity Recognition TaskDominic Seyler, Tatiana Dembelova, Luciano Del Corro, Johannes Hoffart, Gerhard Weikum. 241-246 [doi]
• Improving Topic Quality by Promoting Named Entities in Topic ModelingKatsiaryna Krasnashchok, Salim Jouili. 247-253 [doi]
• Obligation and Prohibition Extraction Using Hierarchical RNNsIlias Chalkidis, Ion Androutsopoulos, Achilleas Michos. 254-259 [doi]
• Paper Abstract Writing through Editing MechanismQingyun Wang 0005, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji, Kevin Knight. 260-265 [doi]
• Conditional Generators of Words DefinitionsArtyom Gadetsky, Ilya Yakubovskiy, Dmitry Vetrov. 266-271 [doi]
• CNN for Text-Based Multiple Choice Question AnsweringAkshay Chaturvedi, Onkar Arun Pandit, Utpal Garain. 272-277 [doi]
• Narrative Modeling with Memory Chains and Semantic SupervisionFei Liu 0023, Trevor Cohn, Timothy Baldwin. 278-284 [doi]
• Injecting Relational Structural Representation in Neural Networks for Question SimilarityAntonio Uva 0001, Daniele Bonadiman, Alessandro Moschitti. 285-291 [doi]
• A Simple and Effective Approach to Coverage-Aware Neural Machine TranslationYanyang Li, Tong Xiao, Yinqiao Li, Qiang Wang, Changming Xu, Jingbo Zhu. 292-297 [doi]
• Dynamic Sentence Sampling for Efficient Training of Neural Machine TranslationRui Wang 0015, Masao Utiyama, Eiichiro Sumita. 298-304 [doi]
• Compositional Representation of Morphologically-Rich Input for Neural Machine TranslationDuygu Ataman, Marcello Federico. 305-311 [doi]
• Extreme Adaptation for Personalized Neural Machine TranslationPaul Michel, Graham Neubig. 312-318 [doi]
• Multi-representation ensembles and delayed SGD updates improve syntax-based NMTDanielle Saunders, Felix Stahlberg, Adrià de Gispert, Bill Byrne. 319-325 [doi]
• Learning from Chunk-based Feedback in Neural Machine TranslationPavel Petrushkov, Shahram Khadivi, Evgeny Matusov. 326-331 [doi]
• Bag-of-Words as Target for Neural Machine TranslationShuming Ma, Xu Sun 0001, Yizhong Wang, Junyang Lin. 332-338 [doi]
• Improving Beam Search by Removing Monotonic Constraint for Neural Machine TranslationRaphael Shu, Hideki Nakayama. 339-344 [doi]
• Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinationsMilton King, Paul Cook. 345-350 [doi]
• Using pseudo-senses for improving the extraction of synonyms from word embeddingsOlivier Ferret. 351-357 [doi]
• Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text CorporaStephen Roller, Douwe Kiela, Maximilian Nickel. 358-363 [doi]
• Jointly Predicting Predicates and Arguments in Neural Semantic Role LabelingLuheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer. 364-369 [doi]
• Sparse and Constrained Attention for Neural Machine TranslationChaitanya Malaviya, Pedro Ferreira, André F. T. Martins. 370-376 [doi]
• Neural Hidden Markov Model for Machine TranslationWeiyue Wang, Derui Zhu, Tamer Alkhouli, Zixuan Gan, Hermann Ney. 377-382 [doi]
• Bleaching Text: Abstract Features for Cross-lingual Gender PredictionRob van der Goot, Nikola Ljubesic, Ian Matroos, Malvina Nissim, Barbara Plank. 383-389 [doi]
• Orthographic Features for Bilingual Lexicon InductionParker Riley, Daniel Gildea. 390-394 [doi]
• Neural Cross-Lingual Coreference Resolution And Its Application To Entity LinkingGourab Kundu, Avirup Sil, Radu Florian, Wael Hamza. 395-400 [doi]
• Judicious Selection of Training Data in Assisting Language for Multilingual Neural NERV. Rudra Murthy, Anoop Kunchukuttan, Pushpak Bhattacharyya. 401-406 [doi]
• Neural Open Information ExtractionLei Cui, Furu Wei, Ming Zhou 0001. 407-413 [doi]
• Document Embedding Enhanced Event Detection with Hierarchical and Supervised AttentionYue Zhao, Xiaolong Jin, Yuanzhuo Wang, Xueqi Cheng. 414-419 [doi]
• Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based ChatbotsYu Wu 0006, Wei Wu 0014, Zhoujun Li, Ming Zhou 0001. 420-425 [doi]
• Improving Slot Filling in Spoken Language Understanding with Joint Pointer and AttentionLin Zhao, Zhe Feng. 426-431 [doi]
• Large-Scale Multi-Domain Belief Tracking with Knowledge SharingOsman Ramadan, Pawel Budzianowski, Milica Gasic. 432-437 [doi]
• Modeling discourse cohesion for discourse parsing via memory networkYanyan Jia, Yuan Ye 0001, Yansong Feng, Yuxuan Lai, Rui Yan, Dongyan Zhao. 438-443 [doi]
• SciDTB: Discourse Dependency TreeBank for Scientific Abstractsan Yang, Sujian Li. 444-449 [doi]
• Predicting accuracy on large datasets from smaller pilot dataMark Johnson 0001, Peter Anderson 0001, Mark Dras, Mark Steedman. 450-455 [doi]
• The Influence of Context on Sentence Acceptability JudgementsJean-Philippe Bernardy, Shalom Lappin, Jey Han Lau. 456-461 [doi]
• Do Neural Network Cross-Modal Mappings Really Bridge Modalities?Guillem Collell, Marie-Francine Moens. 462-468 [doi]
• Policy Gradient as a Proxy for Dynamic Oracles in Constituency ParsingDaniel Fried, Dan Klein. 469-476 [doi]
• Linear-time Constituency Parsing with RNNs and Dynamic ProgrammingJuneki Hong, Liang Huang 0001. 477-483 [doi]
• Simpler but More Accurate Semantic Dependency ParsingTimothy Dozat, Christopher D. Manning. 484-490 [doi]
• Simplified AbugidasChenchen Ding, Masao Utiyama, Eiichiro Sumita. 491-495 [doi]
• Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural NetworkPengcheng Yang, Xu Sun 0001, Wei Li, Shuming Ma. 496-502 [doi]
• Automated essay scoring with string kernels and word embeddingsMadalina Cozma, Andrei M. Butnaru, Radu-Tudor Ionescu. 503-509 [doi]
• Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote PredictionAnastassia Kornilova, Daniel Argyle, Vladimir Eidelman. 510-515 [doi]
• Dynamic and Static Topic Model for Analyzing Time-Series Document CollectionsRem Hida, Naoya Takeishi, Takehisa Yairi, Koichi Hori. 516-520 [doi]
• PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random FieldsWeijing Huang. 521-526 [doi]
• A Document Descriptor using Covariance of Word VectorsMarwan Torki. 527-532 [doi]
• Learning with Structured Representations for Negation Scope ExtractionHao Li, Wei Lu. 533-539 [doi]
• End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence InteractionsWenpeng Yin 0001, Dan Roth, Hinrich Schütze. 540-545 [doi]
• Sense-Aware Neural Models for Pun Location in TextsYitao Cai, Yin Li, Xiaojun Wan 0001. 546-551 [doi]
• A Rank-Based Similarity Metric for Word EmbeddingsEnrico Santus, Hongmin Wang, Emmanuele Chersoni, Yue Zhang. 552-557 [doi]
• Addressing Noise in Multidialectal Word EmbeddingsAlexander Erdmann, Nasser Zalmout, Nizar Habash. 558-565 [doi]
• GNEG: Graph-Based Negative Sampling for word2vecZheng Zhang, Pierre Zweigenbaum. 566-571 [doi]
• Unsupervised Learning of Style-sensitive Word VectorsReina Akama, Kento Watanabe, Sho Yokoi, Sosuke Kobayashi, Kentaro Inui. 572-578 [doi]
• Exploiting Document Knowledge for Aspect-level Sentiment ClassificationRuidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier. 579-585 [doi]
• Modeling Sentiment Association in Discourse for Humor RecognitionLizhen Liu, Donghai Zhang, Wei Song. 586-591 [doi]
• Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, Philip S. Yu. 592-598 [doi]
• Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation MiningEyal Shnarch, Carlos Alzate Perez, Lena Dankin, Martin Gleize, Yufang Hou, Leshem Choshen, Ranit Aharonov, Noam Slonim. 599-605 [doi]
• Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality PredictionOnno Kampman, Elham J. Barezi, Dario Bertero, Pascale Fung. 606-611 [doi]
• An Empirical Study of Building a Strong Baseline for Constituency ParsingJun Suzuki, Sho Takase, Hidetaka Kamigaito, Makoto Morishita, Masaaki Nagata. 612-618 [doi]
• Parser Training with Heterogeneous TreebanksSara Stymne, Miryam de Lhoneux, Aaron Smith, Joakim Nivre. 619-625 [doi]
• Generalized chart constraints for efficient PCFG and TAG parsingStefan Grünewald, Sophie Henning, Alexander Koller. 626-631 [doi]
• Exploring Semantic Properties of Sentence EmbeddingsXunjie Zhu, Tingfeng Li, Gerard Melo. 632-637 [doi]
• Scoring Lexical Entailment with a Supervised Directional Similarity NetworkMarek Rei, Daniela Gerz, Ivan Vulic. 638-643 [doi]
• Extracting Commonsense Properties from Embeddings with Limited Human GuidanceYiben Yang, Larry Birnbaum, Ji-Ping Wang, Doug Downey. 644-649 [doi]
• Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg. 650-655 [doi]
• Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine TranslationPoorya ZareMoodi, Wray L. Buntine, Gholamreza Haffari. 656-661 [doi]
• Automatic Estimation of Simultaneous Interpreter PerformanceCraig Stewart, Nikolai Vogler, Junjie Hu, Jordan L. Boyd-Graber, Graham Neubig. 662-666 [doi]
• Polyglot Semantic Role LabelingPhoebe Mulcaire, Swabha Swayamdipta, Noah A. Smith. 667-672 [doi]
• Learning Cross-lingual Distributed Logical Representations for Semantic ParsingYanyan Zou, Wei Lu. 673-679 [doi]
• Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure InformationMasaki Asada, Makoto Miwa, Yutaka Sasaki. 680-685 [doi]
• diaNED: Time-Aware Named Entity Disambiguation for Diachronic CorporaPrabal Agarwal, Jannik Strötgen, Luciano Del Corro, Johannes Hoffart, Gerhard Weikum. 686-693 [doi]
• Examining Temporality in Document ClassificationXiaolei Huang, Michael J. Paul. 694-699 [doi]
• Personalized Language Model for Query Auto-CompletionAaron Jaech, Mari Ostendorf. 700-705 [doi]
• Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware RepresentationsJianmo Ni, Julian McAuley. 706-711 [doi]
• Learning Simplifications for Specific Target AudiencesCarolina Scarton, Lucia Specia. 712-718 [doi]
• Split and Rephrase: Better Evaluation and Stronger BaselinesRoee Aharoni, Yoav Goldberg. 719-724 [doi]
• Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text SummarizationShuming Ma, Xu Sun 0001, Junyang Lin, Houfeng Wang. 725-731 [doi]
• Long Short-Term Memory as a Dynamically Computed Element-wise Weighted SumOmer Levy, Kenton Lee, Nicholas FitzGerald, Luke Zettlemoyer. 732-739 [doi]
• On the Practical Computational Power of Finite Precision RNNs for Language RecognitionGail Weiss, Yoav Goldberg, Eran Yahav. 740-745 [doi]
• A Co-Matching Model for Multi-choice Reading ComprehensionShuohang Wang, Mo Yu, Jing Jiang, Shiyu Chang. 746-751 [doi]
• Tackling the Story Ending Biases in The Story Cloze TestRishi Sharma, James Allen, Omid Bakhshandeh, Nasrin Mostafazadeh. 752-757 [doi]
• A Multi-sentiment-resource Enhanced Attention Network for Sentiment ClassificationZeyang Lei, Yujiu Yang, Min Yang, Yi Liu. 758-763 [doi]
• Pretraining Sentiment Classifiers with Unlabeled Dialog DataToru Shimizu, Nobuyuki Shimizu, Hayato Kobayashi. 764-770 [doi]
• Disambiguating False-Alarm Hashtag Usages in Tweets for Irony DetectionHen-Hsen Huang, Chiao-Chen Chen, Hsin-Hsi Chen. 771-777 [doi]
• Cross-Target Stance Classification with Self-Attention NetworksChang Xu, Cécile Paris, Surya Nepal, Ross Sparks. 778-783 [doi]
• Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang. 784-789 [doi]
• 'Lighter' Can Still Be Dark: Modeling Comparative Color DescriptionsOlivia Winn, Smaranda Muresan. 790-795 [doi]