NAACL

Variational Knowledge Graph Reasoning

Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Wang

Comments Accepted to NAACL 2018

Weak Semi-Markov CRFs for NP Chunking in Informal Text

Aldrian Obaja Muis, Wei Lu

Comments 5+1 pages, published in NAACL 2016

Journal ref Aldrian Obaja Muis and Wei Lu. 2016. Weak Semi-Markov CRFs for Noun Phrase Chunking in Informal Text. In Proceedings of HLT-NAACL 2016, pages 714-719

Semantic Structural Evaluation for Text Simplification

Elior Sulem, Omri Abend, Ari Rappoport

Journal ref Proc. of NAACL 2018

Classical Structured Prediction Losses for Sequence to Sequence Learning

Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato

Comments 10 pages, NAACL 2018

RankME: Reliable Human Ratings for Natural Language Generation

Jekaterina Novikova, Ondřej Dušek, Verena Rieser

Comments Accepted to NAACL 2018 (The 2018 Conference of the North American Chapter of the Association for Computational Linguistics)

Journal ref Proceedings of NAACL-HLT 2018, pages 72-78, New Orleans, Louisiana, June 1-6, 2018

Self-Attentive Residual Decoder for Neural Machine Translation

Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram, Andrei Popescu-Belis

Comments Accepted on NAACL-HLT 2018, Volume: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)

Object Ordering with Bidirectional Matchings for Visual Reasoning

Hao Tan, Mohit Bansal

Comments NAACL 2018 (8 pages; added pointer-ordering examples)

Contextualized Word Representations for Reading Comprehension

Shimi Salant, Jonathan Berant

Comments 6 pages, 1 figure, NAACL 2018

Semi-Supervised Event Extraction with Paraphrase Clusters

James Ferguson, Colin Lockard, Daniel S. Weld, Hannaneh Hajishirzi

Comments NAACL 2018

Deep Communicating Agents for Abstractive Summarization

Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi

Comments Accepted for publication at NAACL 2018

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network

Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung

Comments In Proceedings of NAACL-HLT 2018, to appear

Natural Language Generation by Hierarchical Decoding with Linguistic Patterns

Shang-Yu Su, Kai-Ling Lo, Yi-Ting Yeh, Yun-Nung Chen

Comments Published in NAACL-HLT 2018, the first two authors have equal contributions

A Pipeline for Creative Visual Storytelling

Stephanie M. Lukin, Reginald Hobbs, Clare R. Voss

Comments Originally published in the Proceedings of the First Workshop on Storytelling (StoryNLP), 2018, at the North American Association for Computational Linguistics (NAACL)

Natural Language to Structured Query Generation via Meta-Learning

Po-Sen Huang, Chenglong Wang, Rishabh Singh, Wen-tau Yih, Xiaodong He

Comments in NAACL HLT 2018

Second Language Acquisition Modeling: An Ensemble Approach

Anton Osika, Susanna Nilsson, Andrii Sydorchuk, Faruk Sahin, Anders Huss

Journal ref Proceedings of the Thirteenth Workshop, Building Educational Applications, NAACL 2018

Polyglot Semantic Parsing in APIs

Kyle Richardson, Jonathan Berant, Jonas Kuhn

Comments accepted for NAACL-2018 (camera ready version)

A Deep Generative Model of Vowel Formant Typology

Ryan Cotterell, Jason Eisner

Comments NAACL 2018

Joint Bootstrapping Machines for High Confidence Relation Extraction

Pankaj Gupta, Benjamin Roth, Hinrich Schütze

Comments In Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018)

Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time

Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy

Comments In Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018)

A Meaning-based Statistical English Math Word Problem Solver

Chao-Chun Liang, Yu-Shiang Wong, Yi-Chung Lin, Keh-Yih Su

Comments Accepted as a long paper at NAACL HLT 2018

A Formal Ontology-Based Classification of Lexemes and its Applications

Sreekavitha Parupalli, Navjyoti Singh

Comments Accepted as Oral Presentation at Second Edition of Widening Natural Language Processing (WiNLP) workshop in 16th Annual Conference of the North American Association for Computational Linguistics, NAACL HLT-2018. arXiv admin note: substantial text overlap with arXiv:1804.02186

The Interplay between Lexical Resources and Natural Language Processing

Jose Camacho-Collados, Luis Espinosa-Anke, Mohammad Taher Pilehvar

Comments NAACL 2018 Tutorial

Journal ref Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts

Dense Information Flow for Neural Machine Translation

Yanyao Shen, Xu Tan, Di He, Tao Qin, Tie-Yan Liu

Journal ref in Proceedings of NAACL-HLT 2018

Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora

Sree Harsha Ramesh, Krishna Prasad Sankaranarayanan

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

RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses

Sean MacAvaney, Bart Desmet, Arman Cohan, Luca Soldaini, Andrew Yates, Ayah Zirikly, Nazli Goharian

Comments 6 pages, accepted for publication at the CLPsych workshop at NAACL-HLT 2018

Knowledge-enriched Two-layered Attention Network for Sentiment Analysis

Abhishek Kumar, Daisuke Kawahara, Sadao Kurohashi

Comments Accepted in NAACL 2018

Entity Commonsense Representation for Neural Abstractive Summarization

Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang

Comments NAACL 2018

Journal ref Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)

Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation

Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel

Comments NAACL 2018

Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets

Wei-Lun Chao, Hexiang Hu, Fei Sha

Comments Accepted for Oral Presentation at NAACL-HLT 2018

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks

Salman Mohammed, Peng Shi, Jimmy Lin

Comments Published in NAACL HLT 2018