EMNLP

Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation

Zhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng, Jie Zhou

Comments 11 pages, 7 figures, 2019 Conference on Empirical Methods in Natural Language Processing

Global Thread-Level Inference for Comment Classification in Community Question Answering

Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov

Comments community question answering, thread-level inference, graph-cut, inductive logic programming

Journal ref EMNLP-2015

A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages

Minh-Thang Luong, Preslav Nakov, Min-Yen Kan

Journal ref EMNLP-2010

Rumor Detection on Social Media: Datasets, Methods and Opportunities

Quanzhi Li, Qiong Zhang, Luo Si, Yingchi Liu

Comments 10 pages

Journal ref EMNLP 2019

Multi-label Categorization of Accounts of Sexism using a Neural Framework

Pulkit Parikh, Harika Abburi, Pinkesh Badjatiya, Radhika Krishnan, Niyati Chhaya, Manish Gupta, Vasudeva Varma

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

Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm

Bjarke Felbo, Alan Mislove, Anders Søgaard, Iyad Rahwan, Sune Lehmann

Comments Accepted at EMNLP 2017. Please include EMNLP in any citations. Minor changes from the EMNLP camera-ready version. 9 pages + references and supplementary material

Journal ref Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

Attention Optimization for Abstractive Document Summarization

Min Gui, Junfeng Tian, Rui Wang, Zhenglu Yang

Journal ref Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP),

Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons

Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu

Comments EMNLP 2019

Neural Naturalist: Generating Fine-Grained Image Comparisons

Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma, Serge Belongie

Comments Published at EMNLP 2019

Answering questions by learning to rank -- Learning to rank by answering questions

George-Sebastian Pîrtoacă, Traian Rebedea, Stefan Ruseti

Comments Presented at EMNLP 2019; 10 pages, 5 figures

Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text

Ian Porada, Kaheer Suleman, Jackie Chi Kit Cheung

Comments Accepted at COIN@EMNLP 2019

Journal ref Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing. (2019) 123-129

Robustness to Capitalization Errors in Named Entity Recognition

Sravan Bodapati, Hyokun Yun, Yaser Al-Onaizan

Comments Accepted to EMNLP 2019 Workshop : W-NUT 2019 5th Workshop on Noisy User Generated Text

Journal ref http://noisy-text.github.io/2019/

A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling

Qingrong Xia, Zhenghua Li, Min Zhang

Comments EMNLP 2019

Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping

Jian Ni, Radu Florian

Comments 11 pages, Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019

Rewarding Coreference Resolvers for Being Consistent with World Knowledge

Rahul Aralikatte, Heather Lent, Ana Valeria Gonzalez, Daniel Hershcovich, Chen Qiu, Anders Sandholm, Michael Ringaard, Anders Søgaard

Comments To appear in EMNLP 2019 (with corrected Fig. 2)

Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel

Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov

Comments EMNLP 2019

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables

Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung

Comments Accepted in EMNLP 2019

Compositional Generalization in Image Captioning

Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte, Desmond Elliott

Comments To appear at CoNLL 2019, EMNLP

Journal ref Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL), pp. 87--98, ACL, 2019

EntEval: A Holistic Evaluation Benchmark for Entity Representations

Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel

Comments EMNLP 2019. Fixed typo

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training

Hila Gonen, Yoav Goldberg

Comments EMNLP 2019

Learning to Copy for Automatic Post-Editing

Xuancheng Huang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun

Comments EMNLP 2019

Open Domain Web Keyphrase Extraction Beyond Language Modeling

Lee Xiong, Chuan Hu, Chenyan Xiong, Daniel Campos, Arnold Overwijk

Journal ref EMNLP-IJCNLP 2019

Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations

Mingda Chen, Zewei Chu, Kevin Gimpel

Comments EMNLP 2019. Updated results and fixed typos

Hierarchically-Refined Label Attention Network for Sequence Labeling

Leyang Cui, Yue Zhang

Comments EMNLP 2019

Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts

Julia Kruk, Jonah Lubin, Karan Sikka, Xiao Lin, Dan Jurafsky, Ajay Divakaran

Comments Accepted at EMNLP'2019; Added dataset link

Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues

Or Levi, Pedram Hosseini, Mona Diab, David A. Broniatowski

Comments Accepted to the 2nd Workshop on NLP for Internet Freedom (NLP4IF): Censorship, Disinformation, and Propaganda. Co-located with EMNLP-IJCNLP 2019

LIDA: Lightweight Interactive Dialogue Annotator

Edward Collins, Nikolai Rozanov, Bingbing Zhang

Comments 9 pages, 7 figures, 1 table, EMNLP 2019

Journal ref ACL, EMNLP(D19-3021), 121--126, (2019)

Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels

Lukas Lange, Michael A. Hedderich, Dietrich Klakow

Comments Published at EMNLP-IJCNLP 2019

Broad-Coverage Semantic Parsing as Transduction

Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

Comments Accepted at EMNLP 2019

Question Answering for Privacy Policies: Combining Computational and Legal Perspectives

Abhilasha Ravichander, Alan W Black, Shomir Wilson, Thomas Norton, Norman Sadeh

Comments EMNLP 2019