ACL

Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing

Haoming Jiang, Chen Liang, Chong Wang, Tuo Zhao

Journal ref The 58th annual meeting of the Association for Computational Linguistics (ACL 2020)

Task-Oriented Dialogue as Dataflow Synthesis

Semantic Machines, Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov

Journal ref Transactions of the Association for Computational Linguistics 2020 Vol. 8, 556-571

Decontextualization: Making Sentences Stand-Alone

Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins

Comments To appear in Transactions of the Association for Computational Linguistics (TACL)

Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs

Dora Jambor, Komal Teru, Joelle Pineau, William L. Hamilton

Comments code available at https://github.com/dorajam/few-shot-link-prediction-paper

Journal ref European Chapter of the ACL (EACL), 2021

Data-to-text Generation with Macro Planning

Ratish Puduppully, Mirella Lapata

Comments To appear in Transactions of the Association for Computational Linguistics (TACL); 17 pages

ADePT: Auto-encoder based Differentially Private Text Transformation

Satyapriya Krishna, Rahul Gupta, Christophe Dupuy

Journal ref The 16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021

Multimodal Pivots for Image Caption Translation

Julian Hitschler, Shigehiko Schamoni, Stefan Riezler

Comments Final version, accepted at ACL 2016. New section on Human Evaluation

An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games

Alessandro Suglia, Yonatan Bisk, Ioannis Konstas, Antonio Vergari, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon

Comments Accepted paper for the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)

A Neural Few-Shot Text Classification Reality Check

Thomas Dopierre, Christophe Gravier, Wilfried Logerais

Comments Accepted at the 16th conference of the European Chapter of the Association for Computational Linguistics (EACL)

Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings

Kailash Karthik Saravanakumar, Miguel Ballesteros, Muthu Kumar Chandrasekaran, Kathleen McKeown

Comments To appear in Proceedings of The 16th Conference of the European Chapter of the Association for Computational Linguistics

The State and Fate of Linguistic Diversity and Inclusion in the NLP World

Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, Monojit Choudhury

Comments Accepted at ACL 2020 (10 pages + 2 pages Appendix). P.J., S.S. and A.B. contributed equally

"Laughing at you or with you": The Role of Sarcasm in Shaping the Disagreement Space

Debanjan Ghosh, Ritvik Shrivastava, Smaranda Muresan

Comments Accepted in the 16th conference of the European Chapter of the Association for Computational Linguistics (EACL). Long paper

RESPER: Computationally Modelling Resisting Strategies in Persuasive Conversations

Ritam Dutt, Sayan Sinha, Rishabh Joshi, Surya Shekhar Chakraborty, Meredith Riggs, Xinru Yan, Haogang Bao, Carolyn Penstein Rosé

Comments Accepted as a long paper at the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)

NARMADA: Need and Available Resource Managing Assistant for Disasters and Adversities

Kaustubh Hiware, Ritam Dutt, Sayan Sinha, Sohan Patro, Kripabandhu Ghosh, Saptarshi Ghosh

Comments ACL 2020 Workshop on Natural Language Processing for Social Media (SocialNLP)

Detecting Stance in Media on Global Warming

Yiwei Luo, Dallas Card, Dan Jurafsky

Comments 9 pages, 6 figures

Journal ref Findings of ACL: EMNLP 2020

Latent Alignment of Procedural Concepts in Multimodal Recipes

Hossein Rajaby Faghihi, Roshanak Mirzaee, Sudarshan Paliwal, Parisa Kordjamshidi

Comments Published in ALVR 2020, a workshop in ACL 2020

Journal ref Proceedings of the First Workshop on Advances in Language and Vision Research 2020 (26-31)

PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation

Guangneng Hu, Qiang Yang

Comments Findings of EMNLP 2020

Journal ref Findings of ACL: EMNLP 2020

On the Calibration and Uncertainty of Neural Learning to Rank Models

Gustavo Penha, Claudia Hauff

Comments Accepted for publication in the 16th conference of the European Chapter of the Association for Computational Linguistics (EACL'21)

Summaformers @ LaySumm 20, LongSumm 20

Sayar Ghosh Roy, Nikhil Pinnaparaju, Risubh Jain, Manish Gupta, Vasudeva Varma

Comments Proceedings of the First Workshop on Scholarly Document Processing (SDP) at EMNLP 2020

Journal ref In Proceedings of the First Workshop on Scholarly Document Processing, pages 336 - 343, 2020, Online. Association for Computational Linguistics

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant

Comments Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2021. Author's final version

Sequential Neural Networks as Automata

William Merrill

Comments To appear in the proceedings of the Deep Learning and Formal Languages workshop at ACL 2019

Attentive Tree-structured Network for Monotonicity Reasoning

Zeming Chen

Comments Proceeding of the First Workshop on Natural Logic Meets Machine Learning, Association for Computational Linguistics

Masked Language Model Scoring

Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff

Comments ACL 2020 camera-ready (presented July 2020)

Journal ref Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (2020), 2699-2712

Using Natural Language Relations between Answer Choices for Machine Comprehension

Rajkumar Pujari, Dan Goldwasser

Comments Published at NAACL-HLT 2019. This version has link to code repository. 6 pages, 3 figures & 2 tables

Journal ref Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)

Universal Dependencies according to BERT: both more specific and more general

Tomasz Limisiewicz, Rudolf Rosa, David Mareček

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2020

EmotionGIF-IITP-AINLPML: Ensemble-based Automated Deep Neural System for predicting category(ies) of a GIF response

Soumitra Ghosh, Arkaprava Roy, Asif Ekbal, Pushpak Bhattacharyya

Comments EmotionGIF 2020, the shared task of SocialNLP 2020 (in conjunction with ACL 2020)

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing

Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu

Comments accepted by ACL 2020 Long, 12 pages, 5 figures

SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction

Thomas van Dongen, Gideon Maillette de Buy Wenniger, Lambert Schomaker

Comments Published at the First Workshop on Scholarly Document Processing, at EMNLP 2020. Minor corrections were made to the workshop version, including addition of color to Figures 1,2

Journal ref Proceedings of the First Workshop on Scholarly Document Processing. Association for Computational Linguistics. (2020) 158-167. EMNLP|SDP 2020 https://www.aclweb.org/anthology/2020.sdp-1.17/

A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking

Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu, Jie Zhou

Comments This paper has been withdrawn from ACL 2020. More modifications are needed

Inflecting when there's no majority: Limitations of encoder-decoder neural networks as cognitive models for German plurals

Kate McCurdy, Sharon Goldwater, Adam Lopez

Comments To appear at ACL 2020