EMNLP

Training Deeper Neural Machine Translation Models with Transparent Attention

Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu

Comments To appear in EMNLP 2018

Dynamic Meta-Embeddings for Improved Sentence Representations

Douwe Kiela, Changhan Wang, Kyunghyun Cho

Comments EMNLP 2018

RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes

Semih Yagcioglu, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis

Comments EMNLP 2018

Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text

Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Kathryn Mazaitis, Ruslan Salakhutdinov, William W. Cohen

Comments EMNLP 2018

emrQA: A Large Corpus for Question Answering on Electronic Medical Records

Anusri Pampari, Preethi Raghavan, Jennifer Liang, Jian Peng

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

Towards Dynamic Computation Graphs via Sparse Latent Structure

Vlad Niculae, André F. T. Martins, Claire Cardie

Comments EMNLP 2018; 9 pages (incl. appendix)

Affordance Extraction and Inference based on Semantic Role Labeling

Daniel Loureiro, Alípio Mário Jorge

Comments Accepted at FEVER - EMNLP 2018

End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture

Gaku Morio, Katsuhide Fujita

Comments accepted at the 5th Workshop on Argument Mining at EMNLP 2018

Multilingual Clustering of Streaming News

Sebastião Miranda, Artūrs Znotiņš, Shay B. Cohen, Guntis Barzdins

Comments Accepted at EMNLP 2018

Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web

Diego Esteves, Aniketh Janardhan Reddy, Piyush Chawla, Jens Lehmann

Journal ref EMNLP 2018: Conference on Empirical Methods in Natural Language Processing (The First Workshop on Fact Extraction and Verification)

Data Augmentation for Neural Online Chat Response Selection

Wenchao Du, Alan W Black

Comments EMNLP 2018 Workshop

MTNT: A Testbed for Machine Translation of Noisy Text

Paul Michel, Graham Neubig

Comments EMNLP 2018 Long Paper

Zero-shot User Intent Detection via Capsule Neural Networks

Congying Xia, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu

Comments In EMNLP 2018 as a long paper. Previously available on http://doi.org/10.13140/RG.2.2.11739.46889

Neural Character-based Composition Models for Abuse Detection

Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

Comments In Proceedings of the EMNLP Workshop on Abusive Language Online 2018

Neural Ranking Models for Temporal Dependency Structure Parsing

Yuchen Zhang, Nianwen Xue

Comments 11 pages, 2 figures, 7 tables, to appear at EMNLP 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP). 2018

Why is unsupervised alignment of English embeddings from different algorithms so hard?

Mareike Hartmann, Yova Kementchedjhieva, Anders Søgaard

Comments Accepted at EMNLP 2018

Dependency-based Hybrid Trees for Semantic Parsing

Zhanming Jie, Wei Lu

Comments Accepted by EMNLP 2018

Nightmare at test time: How punctuation prevents parsers from generalizing

Anders Søgaard, Miryam de Lhoneux, Isabelle Augenstein

Comments Analyzing and interpreting neural networks for NLP, EMNLP 2018 workshop

When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)

Liang Huang, Kai Zhao, Mingbo Ma

Comments accepted by EMNLP 2017

Gromov-Wasserstein Alignment of Word Embedding Spaces

David Alvarez-Melis, Tommi S. Jaakkola

Comments EMNLP 2018

Bridging Knowledge Gaps in Neural Entailment via Symbolic Models

Dongyeop Kang, Tushar Khot, Ashish Sabharwal, Peter Clark

Comments EMNLP 2018

IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations

Jorge A. Balazs, Edison Marrese-Taylor, Yutaka Matsuo

Comments Accepted as a system description paper for the Implicit Emotion Shared Task of WASSA 2018 (EMNLP)

Learning Disentangled Representations of Texts with Application to Biomedical Abstracts

Sarthak Jain, Edward Banner, Jan-Willem van de Meent, Iain J. Marshall, Byron C. Wallace

Comments Accepted to EMNLP 2018

Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation

Ryota Hinami, Shin'ichi Satoh

Comments Accepted to EMNLP 2018

Imitation Learning for Neural Morphological String Transduction

Peter Makarov, Simon Clematide

Comments 6 pages; accepted to EMNLP 2018

Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items

Jaap Jumelet, Dieuwke Hupkes

Comments Accepted to the EMNLP workshop "Analyzing and interpreting neural networks for NLP"

Learning to Describe Differences Between Pairs of Similar Images

Harsh Jhamtani, Taylor Berg-Kirkpatrick

Comments EMNLP 2018

Iterative Recursive Attention Model for Interpretable Sequence Classification

Martin Tutek, Jan Šnajder

Comments 7 pages, 5 figures, Analyzing and interpreting neural networks for NLP Workshop at EMNLP 2018

Syntactic Scaffolds for Semantic Structures

Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith

Comments Accepted at EMNLP 2018

Towards a Better Metric for Evaluating Question Generation Systems

Preksha Nema, Mitesh M. Khapra

Comments 10 pages

Journal ref EMNLP, 2018