EMNLP - arXivDaily 期刊&会议

1908.08167 2019-10-03 cs.CL cs.AI

Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering

Zhiguo Wang, Patrick Ng, Xiaofei Ma, Ramesh Nallapati, Bing Xiang

Comments To appear in EMNLP 2019

1910.00382 2019-10-02 cs.CL cs.LG

Latent-Variable Generative Models for Data-Efficient Text Classification

Xiaoan Ding, Kevin Gimpel

Comments 11 pages, EMNLP 2019

1910.00192 2019-10-02 cs.CL cs.AI

Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings

Denis Newman-Griffis, Eric Fosler-Lussier

Comments LOUHI 2019 (co-located with EMNLP)

1910.00163 2019-10-02 cs.CL cs.LG

Specializing Word Embeddings (for Parsing) by Information Bottleneck

Xiang Lisa Li, Jason Eisner

Comments Accepted for publication at EMNLP 2019

1910.00139 2019-10-02 cs.CL

Interrogating the Explanatory Power of Attention in Neural Machine Translation

Pooya Moradi, Nishant Kambhatla, Anoop Sarkar

Comments Accepted at the 3rd Workshop on Neural Generation and Translation (WNGT 2019) held at EMNLP-IJCNLP 2019 (Camera ready)

1910.00065 2019-10-02 cs.CL

Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power

Jekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta, Frank Rudzicz

Comments EMNLP Workshop on Noisy User-generated Text (W-NUT 2019)

1910.00058 2019-10-02 cs.CL cs.CV

Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations

Po-Yao Huang, Xiaojun Chang, Alexander Hauptmann

Comments Accepted at EMNLP 2019

1910.00054 2019-10-02 cs.LG cs.CL cs.IR stat.ML

Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health

Giannis Karamanolakis, Daniel Hsu, Luis Gravano

Comments Accepted for the 5th Workshop on Noisy User-generated Text (W-NUT 2019), held in conjunction with EMNLP 2019

1909.13180 2019-10-02 cs.CL

Towards Zero-resource Cross-lingual Entity Linking

Shuyan Zhou, Shruti Rijhwani, Graham Neubig

Comments Accepted by EMNLP DeepLo workshop 2019

1909.10681 2019-10-02 cs.CL cs.AI cs.LG

Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations

Peixiang Zhong, Di Wang, Chunyan Miao

Comments EMNLP 2019

1909.13705 2019-10-01 cs.CL

A Closer Look at Data Bias in Neural Extractive Summarization Models

Ming Zhong, Danqing Wang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang

Comments EMNLP 2019 Workshop on New Frontiers in Summarization

1901.07651 2019-10-01 cs.CL

Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings

Hwiyeol Jo, Ceyda Cinarel

Comments Accepted at EMNLP-IJCNLP2019

1810.11878 2019-10-01 cs.CL cs.AI

Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer

Richard Yuanzhe Pang, Kevin Gimpel

Comments EMNLP 2019 Workshop on Neural Generation and Translation (WNGT)

1909.12868 2019-10-01 cs.CL cs.AI cs.LG

Automatically Learning Data Augmentation Policies for Dialogue Tasks

Tong Niu, Mohit Bansal

Comments 7 pages (EMNLP 2019)

1909.12411 2019-09-30 cs.CL

Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture

Ashok Thillaisundaram, Theodosia Togia

Comments EMNLP-IJCNLP 2019: International Workshop on BioNLP Open Shared Tasks 2019

1909.12231 2019-09-27 cs.CL cs.LG stat.ML

Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization

Diego Antognini, Boi Faltings

Comments 10 pages, 4 tables, 1 figure, Accepted at 2019 Empirical Methods in Natural Language Processing - Workshop on New Frontiers in Summarization

1909.12086 2019-09-27 cs.CL cs.AI cs.LG

GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue

Jun Quan, Deyi Xiong, Bonnie Webber, Changjian Hu

Comments accepted to appear at EMNLP 2019

1909.12079 2019-09-27 cs.CL

Improving Fine-grained Entity Typing with Entity Linking

Hongliang Dai, Donghong Du, Xin Li, Yangqiu Song

Comments EMNLP 2019

1909.09700 2019-09-27 cs.CL cs.AI

Retrofitting Contextualized Word Embeddings with Paraphrases

Weijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang

Journal ref EMNLP-IJCNLP2019

1909.09696 2019-09-27 cs.CL cs.AI

A Gated Self-attention Memory Network for Answer Selection

Tuan Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara

Comments Accepted at the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

1909.08752 2019-09-27 cs.CL cs.IR cs.LG

Summary Level Training of Sentence Rewriting for Abstractive Summarization

Sanghwan Bae, Taeuk Kim, Jihoon Kim, Sang-goo Lee

Comments EMNLP 2019 Workshop on New Frontiers in Summarization

1909.11493 2019-09-26 cs.CL

Semi-supervised Text Style Transfer: Cross Projection in Latent Space

Mingyue Shang, Piji Li, Zhenxin Fu, Lidong Bing, Dongyan Zhao, Shuming Shi, Rui Yan

Comments EMNLP 2019

1909.11287 2019-09-26 cs.CL cs.AI

Task-Oriented Conversation Generation Using Heterogeneous Memory Networks

Zehao Lin, Xinjing Huang, Feng Ji, Haiqing Chen, Ying Zhang

Comments Accepted as a long paper at EMNLP-IJCNLP 2019

1909.11272 2019-09-26 cs.CL cs.CY

TalkDown: A Corpus for Condescension Detection in Context

Zijian Wang, Christopher Potts

Comments To appear at EMNLP-IJCNLP 2019

1909.11049 2019-09-25 cs.CL

Neural Generative Rhetorical Structure Parsing

Amandla Mabona, Laura Rimell, Stephen Clark, Andreas Vlachos

Comments EMNLP 2019

1909.10911 2019-09-25 cs.CL cs.LG

Layerwise Relevance Visualization in Convolutional Text Graph Classifiers

Robert Schwarzenberg, Marc Hübner, David Harbecke, Christoph Alt, Leonhard Hennig

Comments Accepted at EMNLP 2019 Workshop on Graph-Based Natural Language Processing

1909.10642 2019-09-25 cs.CL cs.LG

Data Ordering Patterns for Neural Machine Translation: An Empirical Study

Siddhant Garg

Comments Submitted to 3rd Workshop on Neural Generation and Translation, EMNLP 2019

1909.10148 2019-09-24 cs.CL

Dependency-Guided LSTM-CRF for Named Entity Recognition

Zhanming Jie, Wei Lu

Comments 13 pages, 6 figures, accepted by EMNLP 2019

1908.06136 2019-09-24 cs.CL

Transductive Auxiliary Task Self-Training for Neural Multi-Task Models

Johannes Bjerva, Katharina Kann, Isabelle Augenstein

Comments Camera ready version, to appear at DeepLo 2019 (EMNLP workshop)

1904.07535 2019-09-24 cs.CL cs.LG

Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction

Shun Zheng, Wei Cao, Wei Xu, Jiang Bian

Comments Accepted by EMNLP 2019