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期刊&会议

Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing

共收录 8173
1808.07036 2018-08-29 cs.CL cs.AI cs.LG

QuAC : Question Answering in Context

Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, Luke Zettlemoyer

Comments EMNLP Camera Ready

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1804.07915 2018-08-29 cs.CL

A Stable and Effective Learning Strategy for Trainable Greedy Decoding

Yun Chen, Victor O. K. Li, Kyunghyun Cho, Samuel R. Bowman

Comments Accepted by EMNLP 2018

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1803.03585 2018-08-29 cs.CL

The Importance of Being Recurrent for Modeling Hierarchical Structure

Ke Tran, Arianna Bisazza, Christof Monz

Comments EMNLP 2018

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1802.06901 2018-08-29 cs.LG cs.CL stat.ML

Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement

Jason Lee, Elman Mansimov, Kyunghyun Cho

Comments Accepted to EMNLP'18

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1711.03225 2018-08-29 cs.CL cs.AI

Large-scale Cloze Test Dataset Created by Teachers

Qizhe Xie, Guokun Lai, Zihang Dai, Eduard Hovy

Comments EMNLP 2018

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1808.08866 2018-08-28 cs.LG cs.AI stat.ML

A Study of Reinforcement Learning for Neural Machine Translation

Lijun Wu, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu

Comments EMNLP 2018

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1808.08858 2018-08-28 cs.CL cs.AI cs.LG

Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised

Stefanos Angelidis, Mirella Lapata

Comments In EMNLP 2018 (long paper). For supplementary material, see http://stangelid.github.io/supplemental.pdf

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1808.08836 2018-08-28 cs.CL cs.IR cs.LG

A strong baseline for question relevancy ranking

Ana V. González-Garduño, Isabelle Augenstein, Anders Søgaard

Comments To appear at EMNLP 2018

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1808.08795 2018-08-28 cs.CL

An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation

Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun

Comments Accepted by EMNLP 2018

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1808.08780 2018-08-28 cs.CL

Improving Cross-Lingual Word Embeddings by Meeting in the Middle

Yerai Doval, Jose Camacho-Collados, Luis Espinosa-Anke, Steven Schockaert

Comments 11 pages, 4 tables, 1 figure. EMNLP 2018 camera-ready

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1808.08745 2018-08-28 cs.CL

Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

Shashi Narayan, Shay B. Cohen, Mirella Lapata

Comments 11, 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018

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1808.08732 2018-08-28 cs.CL

simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions

Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun

Comments Accepted by Conference on Empirical Methods in Natural Language Processing 2018

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1808.08644 2018-08-28 cs.CL

Predicting Semantic Relations using Global Graph Properties

Yuval Pinter, Jacob Eisenstein

Comments EMNLP 2018

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1808.08626 2018-08-28 cs.CL

Identifying Domain Adjacent Instances for Semantic Parsers

James Ferguson, Janara Christensen, Edward Li, Edgar Gonzàlez

Comments EMNLP 2018 Camera Ready

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1808.08493 2018-08-28 cs.CL cs.LG stat.ML

Contextual Parameter Generation for Universal Neural Machine Translation

Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell

Comments Published in the proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2018

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1808.08485 2018-08-28 cs.CL

Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision

Hai Wang, Hoifung Poon

Comments EMNLP 2018 final version

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1808.08470 2018-08-28 cs.CL cs.SI

Representing Social Media Users for Sarcasm Detection

Y. Alex Kolchinski, Christopher Potts

Comments To appear in EMNLP 2018

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1808.08437 2018-08-28 cs.CL cs.LG

Meta-Learning for Low-Resource Neural Machine Translation

Jiatao Gu, Yong Wang, Yun Chen, Kyunghyun Cho, Victor O. K. Li

Comments Accepted as a full paper at EMNLP 2018

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1808.07374 2018-08-28 cs.CL cs.AI

Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation

Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su

Comments To appear in EMNLP 2018

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1808.06945 2018-08-28 cs.CL

A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation

Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun

Comments Accepted by EMNLP 2018

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1808.06752 2018-08-28 cs.CL

Lessons from Natural Language Inference in the Clinical Domain

Alexey Romanov, Chaitanya Shivade

Comments Extended version of the EMNLP 2018 paper. Dataset and code available at https://jgc128.github.io/mednli/

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1808.06304 2018-08-28 cs.CL

Question Generation from SQL Queries Improves Neural Semantic Parsing

Daya Guo, Yibo Sun, Duyu Tang, Nan Duan, Jian Yin, Hong Chi, James Cao, Peng Chen, Ming Zhou

Comments The paper will be presented in EMNLP 2018

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1808.06244 2018-08-28 cs.CL cs.AI

XL-NBT: A Cross-lingual Neural Belief Tracking Framework

Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang

Comments 13 pages, 5 figures, 3 tables, accepted to EMNLP 2018 conference

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1808.03703 2018-08-28 cs.CL cs.LG cs.NE

LemmaTag: Jointly Tagging and Lemmatizing for Morphologically-Rich Languages with BRNNs

Daniel Kondratyuk, Tomáš Gavenčiak, Milan Straka, Jan Hajič

Comments 8 pages, 3 figures. Submitted to EMNLP 2018

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1806.07000 2018-08-28 cs.CL cs.LG

A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation

Jingyuan Li, Xiao Sun

Comments EMNLP 2018

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1804.07899 2018-08-28 cs.CL

Unsupervised Natural Language Generation with Denoising Autoencoders

Markus Freitag, Scott Roy

Comments Accepted at EMNLP 2018

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1808.07733 2018-08-24 cs.CL

Revisiting the Importance of Encoding Logic Rules in Sentiment Classification

Kalpesh Krishna, Preethi Jyothi, Mohit Iyyer

Comments EMNLP 2018 Camera Ready

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1808.07724 2018-08-24 cs.CL cs.AI cs.LG

Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs

Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier

Comments Accepted for presentation at EMNLP 2018 (main conference)

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1808.07625 2018-08-24 cs.CL

Weakly-supervised Neural Semantic Parsing with a Generative Ranker

Jianpeng Cheng, Mirella Lapata

Comments In EMNLP-CoNLL 2018

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1808.07624 2018-08-24 cs.CL cs.AI

Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model

Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin

Comments EMNLP'18

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