NAACL

Learning Visually Grounded Sentence Representations

Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel

Comments Published at NAACL-18

Punny Captions: Witty Wordplay in Image Descriptions

Arjun Chandrasekaran, Devi Parikh, Mohit Bansal

Comments NAACL 2018 (11 pages)

Using Inter-Sentence Diverse Beam Search to Reduce Redundancy in Visual Storytelling

Chao-Chun Hsu, Szu-Min Chen, Ming-Hsun Hsieh, Lun-Wei Ku

Comments Challenge paper in storytelling workshop co-located with NAACL 2018

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit

Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson

Comments Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, NAACL 2018, to appear

Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection

Haw-Shiuan Chang, ZiYun Wang, Luke Vilnis, Andrew McCallum

Comments NAACL 2018

Multi-Reward Reinforced Summarization with Saliency and Entailment

Ramakanth Pasunuru, Mohit Bansal

Comments NAACL 2018 (9 pages; added human evaluation and more analysis)

Unified Pragmatic Models for Generating and Following Instructions

Daniel Fried, Jacob Andreas, Dan Klein

Comments NAACL 2018, camera-ready version

SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings

Zhuosheng Zhang, Jiangtong Li, Hai Zhao, Bingjie Tang

Comments SemEval-2018, Workshop of NAACL-HLT 2018

Japanese Predicate Conjugation for Neural Machine Translation

Michiki Kurosawa, Yukio Matsumura, Hayahide Yamagishi, Mamoru Komachi

Comments 6 pages; NAACL 2018 Student Research Workshop

Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books

Suraj Maharjan, Sudipta Kar, Manuel Montes-y-Gomez, Fabio A. Gonzalez, Thamar Solorio

Comments NAACL 2018, 7 pages

Quantifying the visual concreteness of words and topics in multimodal datasets

Jack Hessel, David Mimno, Lillian Lee

Comments NAACL HLT 2018, 14 pages, 6 figures, data available at http://www.cs.cornell.edu/~jhessel/concreteness/concreteness.html

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

Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter

David Vilares, Carlos Gómez-Rodríguez

Comments In PEOPLES2018 short papers (NAACL workshop), 6 pages, 5 figures, 1 table

A Transition-based Algorithm for Unrestricted AMR Parsing

David Vilares, Carlos Gómez-Rodríguez

Comments In NAACL 2018 (short papers): 8 pages, 1 Figure

UnibucKernel: A kernel-based learning method for complex word identification

Andrei M. Butnaru, Radu Tudor Ionescu

Comments This paper presents the system developed by the UnibucKernel team for the 2018 CWI Shared Task. Accepted at the BEA13 Workshop of NAACL 2018

Character-based Neural Networks for Sentence Pair Modeling

Wuwei Lan, Wei Xu

Comments 7 pages; Accepted in NAACL 2018

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian

Comments NAACL HLT 2018

Diverse Few-Shot Text Classification with Multiple Metrics

Mo Yu, Xiaoxiao Guo, Jinfeng Yi, Shiyu Chang, Saloni Potdar, Yu Cheng, Gerald Tesauro, Haoyu Wang, Bowen Zhou

Comments NAACL 2018. 11+5 pages. arXiv admin note: text overlap with arXiv:1708.07918

Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations

Hiroki Shimanaka, Tomoyuki Kajiwara, Mamoru Komachi

Comments NAACL 2018 Student Research Workshop; 6 pages

Generating Bilingual Pragmatic Color References

Will Monroe, Jennifer Hu, Andrew Jong, Christopher Potts

Comments 11 pages including appendices, 7 figures, 3 tables. NAACL-HLT 2018

Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing

K M Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati

Comments Accepted at NAACL 2018

Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension

Bhavana Dalvi Mishra, Lifu Huang, Niket Tandon, Wen-tau Yih, Peter Clark

Comments In Proc. NAACL'2018

A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation

Juraj Juraska, Panagiotis Karagiannis, Kevin K. Bowden, Marilyn A. Walker

Comments Accepted to NAACL 2018

Defoiling Foiled Image Captions

Pranava Madhyastha, Josiah Wang, Lucia Specia

Comments In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2018)

Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations

Sosuke Kobayashi

Comments NAACL 2018

What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training

Yitong Li, Timothy Baldwin, Trevor Cohn

Comments Accepted to NAACL 2018

Author Commitment and Social Power: Automatic Belief Tagging to Infer the Social Context of Interactions

Vinodkumar Prabhakaran, Premkumar Ganeshkumar, Owen Rambow

Comments NAACL 2018 long paper. 9 pages plus references

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

A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing

Daniel Fernández-González, Carlos Gómez-Rodríguez

Comments Proceedings of NAACL-HLT 2018. 7 pages

Non-Projective Dependency Parsing with Non-Local Transitions

Daniel Fernández-González, Carlos Gómez-Rodríguez

Comments Proceedings of NAACL-HLT 2018. 8 pages

Sentiment Composition of Words with Opposing Polarities

Svetlana Kiritchenko, Saif M. Mohammad

Comments In Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), San Diego, California, 2016

Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach

Poorya Zaremoodi, Gholamreza Haffari

Comments NAACL 2018 (long paper)