NAACL

Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness

Vicente Ivan Sanchez Carmona, Jeff Mitchell, Sebastian Riedel

Comments Accepted at NAACL 2018

Towards Inference-Oriented Reading Comprehension: ParallelQA

Soumya Wadhwa, Varsha Embar, Matthias Grabmair, Eric Nyberg

Comments Accepted at Workshop on New Forms of Generalization in Deep Learning and Natural Language Processing, NAACL 2018

Discourse-Aware Neural Rewards for Coherent Text Generation

Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi

Comments NAACL 2018

Neural Machine Translation Decoding with Terminology Constraints

Eva Hasler, Adrià De Gispert, Gonzalo Iglesias, Bill Byrne

Comments Proceedings of NAACL-HLT 2018

Pragmatically Informative Image Captioning with Character-Level Inference

Reuben Cohn-Gordon, Noah Goodman, Christopher Potts

Comments NAACL Paper, 5 pages

LearningWord Embeddings for Low-resource Languages by PU Learning

Chao Jiang, Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang

Comments Published in NAACL 2018

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources

Ivan Vulić, Goran Glavaš, Nikola Mrkšić, Anna Korhonen

Comments NAACL 2018 (long paper)

The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models

Noah Weber, Leena Shekhar, Niranjan Balasubramanian

Comments Workshop on New Forms of Generalization in Deep Learning and NLP (NAACL 2018), revised to update some references

Personalized neural language models for real-world query auto completion

Nicolas Fiorini, Zhiyong Lu

Comments To appear in NAACL-HLT 2018

Reference-less Measure of Faithfulness for Grammatical Error Correction

Leshem Choshen, Omri Abend

Comments Final version for NAACL 2018

Hierarchical Structured Model for Fine-to-coarse Manifesto Text Analysis

Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin

Comments NAACL 2018 (camera ready pre-print)

Construction of the Literature Graph in Semantic Scholar

Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, Iz Beltagy, Miles Crawford, Doug Downey, Jason Dunkelberger, Ahmed Elgohary, Sergey Feldman, Vu Ha, Rodney Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler Murray, Hsu-Han Ooi, Matthew Peters, Joanna Power, Sam Skjonsberg, Lucy Lu Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni

Comments To appear in NAACL 2018 industry track

Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens

Marek Rei, Anders Søgaard

Comments NAACL 2018

On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference

Adam Poliak, Yonatan Belinkov, James Glass, Benjamin Van Durme

Comments To be presented at NAACL 2018 - 11 pages

Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents

Anuj Goyal, Angeliki Metallinou, Spyros Matsoukas

Comments To appear in the Proceedings of NAACL-HLT 2018 (Industry Track)

Multi-Task Learning for Argumentation Mining in Low-Resource Settings

Claudia Schulz, Steffen Eger, Johannes Daxenberger, Tobias Kahse, Iryna Gurevych

Comments Accepted at NAACL 2018

Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers

Tianze Shi, Carlos Gómez-Rodríguez, Lillian Lee

Comments Proceedings of NAACL-HLT 2018. 6 pages. This version fixes display issue in an author name

Journal ref Proceedings of NAACL-HLT 2018

Deep Factorization Machines for Knowledge Tracing

Jill-Jênn Vie

Comments 4 pages, 1 table, accepted at the 13th BEA workshop, co-located with NAACL HLT 2018 conference in New Orleans on June 5, 2018

Object Counts! Bringing Explicit Detections Back into Image Captioning

Josiah Wang, Pranava Madhyastha, Lucia Specia

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

Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment

Gonzalo Iglesias, William Tambellini, Adrià De Gispert, Eva Hasler, Bill Byrne

Comments Proceedings of NAACL-HLT 2018

BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes

Enrico Santus, Chris Biemann, Emmanuele Chersoni

Comments 3 tables, 4 pages, SemEval, NAACL, NLP, Task

Demand-Weighted Completeness Prediction for a Knowledge Base

Andrew Hopkinson, Amit Gurdasani, Dave Palfrey, Arpit Mittal

Comments To appear in NAACL-HLT 2018

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis

Fei Liu, Trevor Cohn, Timothy Baldwin

Comments Accepted to NAACL 2018 (camera-ready)

Neural Particle Smoothing for Sampling from Conditional Sequence Models

Chu-Cheng Lin, Jason Eisner

Comments NAACL 2018

Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition

Zhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang, Shaodian Zhang, Yimei Gao, Gen Gu, Ken Chen, Yong Yu

Comments NAACL HLT 2018

End-to-end Graph-based TAG Parsing with Neural Networks

Jungo Kasai, Robert Frank, Pauli Xu, William Merrill, Owen Rambow

Comments NAACL 2018

Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata

Lucie-Aimée Kaffee, Hady Elsahar, Pavlos Vougiouklis, Christophe Gravier, Frédérique Laforest, Jonathon Hare, Elena Simperl

Comments NAACL HTL 2018

Sounding Board: A User-Centric and Content-Driven Social Chatbot

Hao Fang, Hao Cheng, Maarten Sap, Elizabeth Clark, Ari Holtzman, Yejin Choi, Noah A. Smith, Mari Ostendorf

Comments 5 pages, 3 figures, NAACL 2018

Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation

Shudong Hao, Jordan Boyd-Graber, Michael J. Paul

Comments North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), New Orleans, Louisiana. June 2018

TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation

Tao Yu, Zifan Li, Zilin Zhang, Rui Zhang, Dragomir Radev

Comments NAACL 2018

Journal ref The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics, New Orleans, 2018