EMNLP

A Tutorial on Deep Latent Variable Models of Natural Language

Yoon Kim, Sam Wiseman, Alexander M. Rush

Comments EMNLP 2018 Tutorial

Sanskrit Sandhi Splitting using seq2(seq)^2

Rahul Aralikatte, Neelamadhav Gantayat, Naveen Panwar, Anush Sankaran, Senthil Mani

Comments Accepted in EMNLP 2018

Zero-Shot Open Entity Typing as Type-Compatible Grounding

Ben Zhou, Daniel Khashabi, Chen-Tse Tsai, Dan Roth

Comments 16 pages, 5 figures, Accepted at EMNLP 2018

Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition

Angli Liu, Jingfei Du, Veselin Stoyanov

Comments NAACL 2019; updated to cite Zhou et al. (2018) EMNLP as a piece of related work

Variational Sequential Labelers for Semi-Supervised Learning

Mingda Chen, Qingming Tang, Karen Livescu, Kevin Gimpel

Comments Appeared in EMNLP 2018 Long

Learning Neural Templates for Text Generation

Sam Wiseman, Stuart M. Shieber, Alexander M. Rush

Comments EMNLP 2018; purity calculations updated

A Structured Learning Approach to Temporal Relation Extraction

Qiang Ning, Zhili Feng, Dan Roth

Comments Long paper appeared in EMNLP'17. 11 pages and 4 figures

CogCompTime: A Tool for Understanding Time in Natural Language Text

Qiang Ning, Ben Zhou, Zhili Feng, Haoruo Peng, Dan Roth

Comments Demo paper appeared in EMNLP'18. 6 pages and 3 figures

A Multi-task Approach for Named Entity Recognition in Social Media Data

Gustavo Aguilar, Suraj Maharjan, Adrian Pastor López-Monroy, Thamar Solorio

Comments EMNLP 2017 (W-NUT)

Journal ref Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017, 148-153

Commonsense for Generative Multi-Hop Question Answering Tasks

Lisa Bauer, Yicheng Wang, Mohit Bansal

Comments EMNLP 2018 (22 pages)

Iterative Document Representation Learning Towards Summarization with Polishing

Xiuying Chen, Shen Gao, Chongyang Tao, Yan Song, Dongyan Zhao, Rui Yan

Comments 10 pages, 4 figures. emnlp 2018

Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference

Reza Ghaeini, Xiaoli Z. Fern, Prasad Tadepalli

Comments 11 pages, 11 figures, accepted as a short paper at EMNLP 2018

Journal ref EMNLP 2018

Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting

Katharina Kann, Hinrich Schütze

Comments EMNLP 2018

BanditSum: Extractive Summarization as a Contextual Bandit

Yue Dong, Yikang Shen, Eric Crawford, Herke van Hoof, Jackie Chi Kit Cheung

Comments 12 pages, 2 figures, EMNLP 2018

TVQA: Localized, Compositional Video Question Answering

Jie Lei, Licheng Yu, Mohit Bansal, Tamara L. Berg

Comments EMNLP 2018 (13 pages; Data and Leaderboard at: http://tvqa.cs.unc.edu). Updated with test-public results

Effective Context and Fragment Feature Usage for Named Entity Recognition

Nargiza Nosirova, Mingbin Xu, Hui Jiang

Comments 7 pages, 1 figure, 7 tables (Rejected by EMNLP 2018 with score 3-4-4). arXiv admin note: text overlap with arXiv:1904.03300

Residualized Factor Adaptation for Community Social Media Prediction Tasks

Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian

Comments Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)

Journal ref Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 3560-3569, 2018

Object Hallucination in Image Captioning

Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, Trevor Darrell, Kate Saenko

Comments Rohrbach and Hendricks contributed equally; accepted to EMNLP 2018

Not Just Depressed: Bipolar Disorder Prediction on Reddit

Ivan Sekulić, Matej Gjurković, Jan Šnajder

Comments WASSA at EMNLP 2018

Journal ref WASSA@EMNLP 2018: 72-78

Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction

Dipendra Misra, Andrew Bennett, Valts Blukis, Eyvind Niklasson, Max Shatkhin, Yoav Artzi

Comments Accepted at EMNLP 2018

Predicting and interpreting embeddings for out of vocabulary words in downstream tasks

Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne

Comments 2 pages, 0 figures, 2 tables

Journal ref Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos

Egor Lakomkin, Sven Magg, Cornelius Weber, Stefan Wermter

Comments Accepted at the Conference on Empirical Methods in Natural Language Processing 2018, Brussels, Belgium

Learning to Learn Semantic Parsers from Natural Language Supervision

Igor Labutov, Bishan Yang, Tom Mitchell

Comments published at EMNLP 2018

Content Selection in Deep Learning Models of Summarization

Chris Kedzie, Kathleen McKeown, Hal Daume

Comments Revised to correct for error in AMI oracle results. Originally published at EMNLP 2018

RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga, Chiranjib Bhattacharyya, Partha Talukdar

Comments 10 pages, 6 figures, EMNLP 2018

Journal ref Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

AD3: Attentive Deep Document Dater

Swayambhu Nath Ray, Shib Sankar Dasgupta, Partha Talukdar

Journal ref DBLP:conf/emnlp/RayDT18 (2018)

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, Dragomir Radev

Comments EMNLP 2018, Long Paper

A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings

Wei Yang, Wei Lu, Vincent W. Zheng

Comments 7 pages, accepted by EMNLP 2017

Journal ref D17-1312, 2017, 2898-2904

Adversarial training for multi-context joint entity and relation extraction

Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder

Comments EMNLP 2018, code is available at https://github.com/bekou/multihead_joint_entity_relation_extraction

Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks

Steffen Eger, Paul Youssef, Iryna Gurevych

Comments Published at EMNLP 2018