NAACL

SRL4ORL: Improving Opinion Role Labeling using Multi-task Learning with Semantic Role Labeling

Ana Marasović, Anette Frank

Comments Published in NAACL 2018

Journal ref Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)

Specialising Word Vectors for Lexical Entailment

Ivan Vulić, Nikola Mrkšić

Comments NAACL-HLT 2018 (long paper)

Global Relation Embedding for Relation Extraction

Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan

Comments Accepted to NAACL HLT 2018

Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change

Dominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann

Comments 5 pages, NAACL

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems

Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah, Larry Heck

Comments To appear in NAACL 2018 as a long paper

Improving Character-based Decoding Using Target-Side Morphological Information for Neural Machine Translation

Peyman Passban, Qun Liu, Andy Way

Comments NAACL 2018

When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation?

Ye Qi, Devendra Singh Sachan, Matthieu Felix, Sarguna Janani Padmanabhan, Graham Neubig

Comments NAACL 2018

Attentive Interaction Model: Modeling Changes in View in Argumentation

Yohan Jo, Shivani Poddar, Byungsoo Jeon, Qinlan Shen, Carolyn P. Rose, Graham Neubig

Comments 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Robust Machine Comprehension Models via Adversarial Training

Yicheng Wang, Mohit Bansal

Comments NAACL 2018 (7 pages)

Detecting Linguistic Characteristics of Alzheimer's Dementia by Interpreting Neural Models

Sweta Karlekar, Tong Niu, Mohit Bansal

Comments NAACL 2018 (7 pages)

Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer

Juncen Li, Robin Jia, He He, Percy Liang

Comments NAACL 2018

Improving Lexical Choice in Neural Machine Translation

Toan Q. Nguyen, David Chiang

Comments Accepted at NAACL HLT 2018

Adversarial Example Generation with Syntactically Controlled Paraphrase Networks

Mohit Iyyer, John Wieting, Kevin Gimpel, Luke Zettlemoyer

Comments NAACL 2018

Reinforced Co-Training

Jiawei Wu, Lei Li, William Yang Wang

Comments 11 pages, 3 figures. Accepted to NAACL 2018

ListOps: A Diagnostic Dataset for Latent Tree Learning

Nikita Nangia, Samuel R. Bowman

Comments 8 pages, 4 figures, 3 tables, NAACL-SRW (2018)

Learning to Color from Language

Varun Manjunatha, Mohit Iyyer, Jordan Boyd-Graber, Larry Davis

Comments 6 pages

Journal ref North American Chapter of the Association for Computational Linguistics (NAACL), 2018

Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages

Katharina Kann, Manuel Mager, Ivan Meza-Ruiz, Hinrich Schütze

Comments Long Paper, 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource

Qiang Ning, Hao Wu, Haoruo Peng, Dan Roth

Comments 13 pages, 3 figures, accepted by NAACL'18

Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses

Katherine A. Keith, Su Lin Blodgett, Brendan O'Connor

Comments To appear in Proceedings of NAACL 2018

Learning Joint Semantic Parsers from Disjoint Data

Hao Peng, Sam Thomson, Swabha Swayamdipta, Noah A. Smith

Comments NAACL 2018

A Deeper Look into Dependency-Based Word Embeddings

Sean MacAvaney, Amir Zeldes

Comments 6 pages; to appear at NAACL-SRW 2018

Can Neural Machine Translation be Improved with User Feedback?

Julia Kreutzer, Shahram Khadivi, Evgeny Matusov, Stefan Riezler

Comments Accepted at NAACL-HLT 2018 (Industry Track)

Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation

Roman Grundkiewicz, Marcin Junczys-Dowmunt

Comments Accepted for oral presentation, research track, short papers, at NAACL 2018

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task

Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield

Comments Accepted for oral presentation in long paper research track at NAACL 2018

Neural Models for Reasoning over Multiple Mentions using Coreference

Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov

Comments NAACL 2018 (Short Paper)

Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph

Zeyu Dai, Ruihong Huang

Comments Accepted by NAACL 2018

Multimodal Emoji Prediction

Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano, Horacio Saggion

Comments NAACL 2018 (short)

Annotation Artifacts in Natural Language Inference Data

Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel R. Bowman, Noah A. Smith

Comments 6 pages, 1 figure, NAACL 2018

Explainable Prediction of Medical Codes from Clinical Text

James Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun, Jacob Eisenstein

Comments NAACL 2018

Universal Neural Machine Translation for Extremely Low Resource Languages

Jiatao Gu, Hany Hassan, Jacob Devlin, Victor O. K. Li

Comments NAACL-HLT 2018