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8th IJCNLP 2017: Taipei, Taiwan
- Greg Kondrak, Taro Watanabe:
Proceedings of the Eighth International Joint Conference on Natural Language Processing, IJCNLP 2017, Taipei, Taiwan, November 27 - December 1, 2017 - Volume 1: Long Papers. Asian Federation of Natural Language Processing 2017, ISBN 978-1-948087-00-1 - Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks. 1-10 - Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao:
Context-Aware Smoothing for Neural Machine Translation. 11-20 - An Nguyen Le, Ander Martinez, Akifumi Yoshimoto, Yuji Matsumoto:
Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information. 21-29 - Hamidreza Ghader, Christof Monz:
What does Attention in Neural Machine Translation Pay Attention to? 30-39 - Masahiro Kaneko, Yuya Sakaizawa, Mamoru Komachi:
Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings. 40-48 - Yue Zhang, Zhenghua Li, Jun Lang, Qingrong Xia, Min Zhang:
Dependency Parsing with Partial Annotations: An Empirical Comparison. 49-58 - Xuezhe Ma, Eduard H. Hovy:
Neural Probabilistic Model for Non-projective MST Parsing. 59-69 - Noriki Nishida, Hideki Nakayama:
Word Ordering as Unsupervised Learning Towards Syntactically Plausible Word Representations. 70-79 - Tomoyuki Kajiwara, Mamoru Komachi, Daichi Mochihashi:
MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting. 80-89 - Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens:
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments. 90-99 - Alice Lai, Yonatan Bisk, Julia Hockenmaier:
Natural Language Inference from Multiple Premises. 100-109 - Wei-Chung Wang, Lun-Wei Ku:
Enabling Transitivity for Lexical Inference on Chinese Verbs Using Probabilistic Soft Logic. 110-119 - Marcin Junczys-Dowmunt, Roman Grundkiewicz:
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. 120-129 - Desmond Elliott, Ákos Kádár:
Imagination Improves Multimodal Translation. 130-141 - Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Stephan Vogel:
Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder. 142-151 - Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura:
Improving Neural Machine Translation through Phrase-based Forced Decoding. 152-162 - Chunqi Wang, Bo Xu:
Convolutional Neural Network with Word Embeddings for Chinese Word Segmentation. 163-172 - Yan Shao, Christian Hardmeier, Jörg Tiedemann, Joakim Nivre:
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF. 173-183 - Shen Huang, Xu Sun, Houfeng Wang:
Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure. 184-193 - Sunder Vishal, Mohit Yadav, Lovekesh Vig, Gautam Shroff:
Information Bottleneck Inspired Method For Chat Text Segmentation. 194-203 - Su Wang, Stephen Roller, Katrin Erk:
Distributional Modeling on a Diet: One-shot Word Learning from Text Only. 204-213 - Joseph P. Joohee, Sung-Hyon Myaeng:
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding. 214-223 - Michal Konkol, Tomás Brychcín, Michal Nykl, Tomás Hercig:
Geographical Evaluation of Word Embeddings. 224-232 - Yixin Cao, Jiaxin Shi, Juanzi Li, Zhiyuan Liu, Chengjiang Li:
On Modeling Sense Relatedness in Multi-prototype Word Embedding. 233-242 - Ryu Takeda, Kazunori Komatani:
Unsupervised Segmentation of Phoneme Sequences based on Pitman-Yor Semi-Markov Model using Phoneme Length Context. 243-252 - Ye Zhang, Byron C. Wallace:
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification. 253-263 - Hiroki Teranishi, Hiroyuki Shindo, Yuji Matsumoto:
Coordination Boundary Identification with Similarity and Replaceability. 264-272 - Olivier Ferret:
Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion. 273-283 - Luis Nieto Piña, Richard Johansson:
Training Word Sense Embeddings With Lexicon-based Regularization. 284-294 - Fernando Alva-Manchego, Joachim Bingel, Gustavo Paetzold, Carolina Scarton, Lucia Specia:
Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs. 295-305 - Or Biran, Kathleen R. McKeown:
Domain-Adaptable Hybrid Generation of RDF Entity Descriptions. 306-315 - Seyed Amin Pouriyeh, Mehdi Allahyari, Krys J. Kochut, Gong Cheng, Hamid R. Arabnia:
ES-LDA: Entity Summarization using Knowledge-based Topic Modeling. 316-325 - Atsushi Ushiku, Hayato Hashimoto, Atsushi Hashimoto, Shinsuke Mori:
Procedural Text Generation from an Execution Video. 326-335 - Ling Gan, Houyu Gong:
Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information. 336-341 - Peter Potash, Robin Bhattacharya, Anna Rumshisky:
Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness. 342-351 - Shaoyang Duan, Ruifang He, Wenli Zhao:
Exploiting Document Level Information to Improve Event Detection via Recurrent Neural Networks. 352-361 - Boliang Zhang, Di Lu, Xiaoman Pan, Ying Lin, Halidanmu Abudukelimu, Heng Ji, Kevin Knight:
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging. 362-372 - Inguna Skadina, Marcis Pinnis:
NMT or SMT: Case Study of a Narrow-domain English-Latvian Post-editing Project. 373-383 - Yining Wang, Yang Zhao, Jiajun Zhang, Chengqing Zong, Zhengshan Xue:
Towards Neural Machine Translation with Partially Aligned Corpora. 384-393 - Shibamouli Lahiri, V. G. Vinod Vydiswaran, Rada Mihalcea:
Identifying Usage Expression Sentences in Consumer Product Reviews. 394-403 - Masayuki Asahara, Sachi Kato:
Between Reading Time and Syntactic/Semantic Categories. 404-412 - Abbas Ghaddar, Philippe Langlais:
WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition. 413-422 - Egor Lakomkin, Cornelius Weber, Sven Magg, Stefan Wermter:
Reusing Neural Speech Representations for Auditory Emotion Recognition. 423-430 - Andros Tjandra, Sakriani Sakti, Satoshi Nakamura:
Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing. 431-440 - Giancarlo D. Salton, Robert J. Ross, John D. Kelleher:
Attentive Language Models. 441-450 - Yugo Murawaki:
Diachrony-aware Induction of Binary Latent Representations from Typological Features. 451-461 - Nasrin Mostafazadeh, Chris Brockett
, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende:
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation. 462-472 - Sosuke Kobayashi, Naoaki Okazaki, Kentaro Inui:
A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse. 473-483 - Wei Shi, Frances Yung, Raphael Rubino, Vera Demberg:
Using Explicit Discourse Connectives in Translation for Implicit Discourse Relation Classification. 484-495 - Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang:
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. 496-505 - Mohamed Abdalla, Graeme Hirst:
Cross-Lingual Sentiment Analysis Without (Good) Translation. 506-515 - Yuze Gao, Yue Zhang, Tong Xiao:
Implicit Syntactic Features for Target-dependent Sentiment Analysis. 516-524 - Srikanth Tamilselvam, Seema Nagar, Abhijit Mishra, Kuntal Dey:
Graph Based Sentiment Aggregation using ConceptNet Ontology. 525-535 - Huy-Thanh Nguyen, Minh-Le Nguyen:
Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification. 536-544 - Yiping Jin, Dittaya Wanvarie, Phu T. V. Le:
Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising. 545-554 - Fei Liu, Timothy Baldwin, Trevor Cohn:
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields. 555-565 - Quan Tran, Andrew MacKinlay, Antonio Jimeno-Yepes:
Named Entity Recognition with Stack Residual LSTM and Trainable Bias Decoding. 566-575 - Neuramanteau: A Neural Network Ensemble Model for Lexical Blends. 576-583
- Elisa Ferracane, Su Wang, Raymond J. Mooney:
Leveraging Discourse Information Effectively for Authorship Attribution. 584-593 - Isaac Persing, Vincent Ng:
Lightly-Supervised Modeling of Argument Persuasiveness. 594-604 - Yi Luan, Chris Brockett
Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models. 605-614 - Shikib Mehri, Giuseppe Carenini:
Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks. 615-623 - Marc Schulder, Michael Wiegand, Josef Ruppenhofer, Benjamin Roth:
Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features. 624-633 - Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, Xu Sun:
Cascading Multiway Attentions for Document-level Sentiment Classification. 634-643 - Huy-Tien Nguyen, Minh-Le Nguyen:
An Ensemble Method with Sentiment Features and Clustering Support. 644-653 - Jianfei Yu, Jing Jiang:
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification. 654-663 - Steven R. Wilson, Rada Mihalcea:
Measuring Semantic Relations between Human Activities. 664-673 - Bonan Min, Zhuolin Jiang, Marjorie Freedman, Ralph M. Weischedel:
Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks. 674-684 - Amir Hazem, Emmanuel Morin:
Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora. 685-693 - Luigi (Yu-Cheng) Liu, Damien Nouvel:
A Bambara Tonalization System for Word Sense Disambiguation Using Differential Coding, Segmentation and Edit Operation Filtering. 694-703 - Tianyu Zhao, Tatsuya Kawahara:
Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks. 704-712 - Xin Wang, Jianan Wang, Yuanchao Liu, Xiaolong Wang, Zhuoran Wang, Baoxun Wang:
Predicting Users' Negative Feedbacks in Multi-Turn Human-Computer Dialogues. 713-722 - Dhiraj Madan, Sachindra Joshi:
Finding Dominant User Utterances And System Responses in Conversations. 723-732 - Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz:
End-to-End Task-Completion Neural Dialogue Systems. 733-743 - Jey Han Lau, Lianhua Chi, Khoi-Nguyen Tran, Trevor Cohn:
End-to-end Network for Twitter Geolocation Prediction and Hashing. 744-753 - Edward Newell, Ariane Schang, Drew Margolin, Derek Ruths:
Assessing the Verifiability of Attributions in News Text. 754-763 - Daniel Rieman, Kokil Jaidka, H. Andrew Schwartz, Lyle H. Ungar:
Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions. 764-773 - Lei Gao, Alexis Kuppersmith, Ruihong Huang:
Recognizing Explicit and Implicit Hate Speech Using a Weakly Supervised Two-path Bootstrapping Approach. 774-782 - Jianmo Ni, Zachary C. Lipton, Sharad Vikram, Julian J. McAuley:
Estimating Reactions and Recommending Products with Generative Models of Reviews. 783-791 - Tatsuya Ishigaki, Hiroya Takamura, Manabu Okumura:
Summarizing Lengthy Questions. 792-800 - Tobias Falke, Christian M. Meyer, Iryna Gurevych:
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization. 801-811 - Litton J. Kurisinkel, Yue Zhang, Vasudeva Varma:
Abstractive Multi-document Summarization by Partial Tree Extraction, Recombination and Linearization. 812-821 - Alex Judea, Michael Strube:
Event Argument Identification on Dependency Graphs with Bidirectional LSTMs. 822-831 - Sheng Zhang, Kevin Duh, Benjamin Van Durme:
Selective Decoding for Cross-lingual Open Information Extraction. 832-842 - Bill McDowell, Nathanael Chambers, Alexander G. Ororbia II, David Reitter:
Event Ordering with a Generalized Model for Sieve Prediction Ranking. 843-853 - Dian Yu, Lifu Huang, Heng Ji:
Open Relation Extraction and Grounding. 854-864 - Jinseon You, Jin-Woo Chung, Wonsuk Yang, Jong C. Park:
Extraction of Gene-Environment Interaction from the Biomedical Literature. 865-874 - Liangming Pan, Xiaochen Wang, Chengjiang Li, Juanzi Li, Jie Tang:
Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation. 875-884 - Verónica Pérez-Rosas, Quincy Davenport, Anna Mengdan Dai, Mohamed Abouelenien, Rada Mihalcea:
Identity Deception Detection. 885-894 - Yuan Ling, Sadid A. Hasan, Vivek Varma Datla, Ashequl Qadir, Kathy Lee, Joey Liu, Oladimeji Farri:
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning. 895-905 - Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Traian Rebedea:
Dataset for a Neural Natural Language Interface for Databases (NNLIDB). 906-914 - Louisa Pragst, Koichiro Yoshino, Wolfgang Minker, Satoshi Nakamura, Stefan Ultes:
Acquisition and Assessment of Semantic Content for the Generation of Elaborateness and Indirectness in Spoken Dialogue Systems. 915-925 - Mohammed Hasanuzzaman, Gaël Dias, Andy Way:
Demographic Word Embeddings for Racism Detection on Twitter. 926-936 - Itsumi Saito, Kyosuke Nishida, Kugatsu Sadamitsu, Kuniko Saito, Junji Tomita:
Automatically Extracting Variant-Normalization Pairs for Japanese Text Normalization. 937-946 - Xiaofeng Zhu, Diego Klabjan, Patrick N. Bless:
Semantic Document Distance Measures and Unsupervised Document Revision Detection. 947-956 - Yelong Shen, Xiaodong Liu, Kevin Duh, Jianfeng Gao:
An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks. 957-966 - Mio Kobayashi, Ai Ishii, Chikara Hoshino, Hiroshi Miyashita, Takuya Matsuzaki:
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering. 967-975 - Wei-Chuan Hsiao, Hen-Hsen Huang, Hsin-Hsi Chen:
Integrating Subject, Type, and Property Identification for Simple Question Answering over Knowledge Base. 976-985 - Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu:
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. 986-995 - Aaron Steven White, Pushpendre Rastogi, Kevin Duh, Benjamin Van Durme:
Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework. 996-1005 - Eva D'hondt, Cyril Grouin, Brigitte Grau:
Generating a Training Corpus for OCR Post-Correction Using Encoder-Decoder Model. 1006-1014 - Nikolaos Pappas, Andrei Popescu-Belis:
Multilingual Hierarchical Attention Networks for Document Classification. 1015-1025 - Keith Maki, Michael Yoder, Yohan Jo, Carolyn P. Rosé:
Roles and Success in Wikipedia Talk Pages: Identifying Latent Patterns of Behavior. 1026-1035
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