EMNLP

MedICaT: A Dataset of Medical Images, Captions, and Textual References

Sanjay Subramanian, Lucy Lu Wang, Sachin Mehta, Ben Bogin, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi

Comments EMNLP-Findings 2020

Improving Text Generation with Student-Forcing Optimal Transport

Guoyin Wang, Chunyuan Li, Jianqiao Li, Hao Fu, Yuh-Chen Lin, Liqun Chen, Yizhe Zhang, Chenyang Tao, Ruiyi Zhang, Wenlin Wang, Dinghan Shen, Qian Yang, Lawrence Carin

Comments To appear at EMNLP 2020

SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search

Sean MacAvaney, Arman Cohan, Nazli Goharian

Comments EMNLP 2020. This article draws heavily from arXiv:2005.02365

The Extraordinary Failure of Complement Coercion Crowdsourcing

Yanai Elazar, Victoria Basmov, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty

Comments Workshop on Insights from Negative Results in NLP, co-located with EMNLP 2020

Towards Induction of Structured Phoneme Inventories

Alexander Gutkin, Martin Jansche, Lucy Skidmore

Comments To appear in the Second Workshop on Computational Research in Linguistic Typology (SIGTYP 2020) at EMNLP 2020

Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation

Rajiv Movva, Jason Y. Zhao

Comments Camera-ready for BlackboxNLP @ EMNLP 2020

Towards Debiasing NLU Models from Unknown Biases

Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych

Comments Accepted at EMNLP 2020

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning

Yichi Zhang, Zhijian Ou, Huixin Wang, Junlan Feng

Comments Accepted by EMNLP 2020

Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation

Insoo Chung, Byeongwook Kim, Yoonjung Choi, Se Jung Kwon, Yongkweon Jeon, Baeseong Park, Sangha Kim, Dongsoo Lee

Comments Findings of EMNLP 2020

Simultaneous Machine Translation with Visual Context

Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia

Comments Long paper accepted to EMNLP 2020, Camera-ready version

Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples

Jin Yong Yoo, John X. Morris, Eli Lifland, Yanjun Qi

Comments 14 pages, 5 figures, 4 tables; Accepted by EMNLP BlackBox NLP Workshop 2020 @ https://blackboxnlp.github.io/cfp.html

Vapur: A Search Engine to Find Related Protein-Compound Pairs in COVID-19 Literature

Abdullatif Köksal, Hilal Dönmez, Rıza Özçelik, Elif Ozkirimli, Arzucan Özgür

Comments EMNLP 2020 - COVID-19 Workshop

BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA

Nora Kassner, Hinrich Schütze

Comments to appear in EMNLP Findings

Interpretable Entity Representations through Large-Scale Typing

Yasumasa Onoe, Greg Durrett

Comments Findings of EMNLP 2020

Internal and external pressures on language emergence: least effort, object constancy and frequency

Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni

Comments Accepted for EMNLP-findings

Multi-Stage Pre-training for Low-Resource Domain Adaptation

Rong Zhang, Revanth Gangi Reddy, Md Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward

Comments Accepted at EMNLP 2020

Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data

Katja Filippova

Journal ref Findings of EMNLP 2020

Human-centric Dialog Training via Offline Reinforcement Learning

Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Agata Lapedriza, Noah Jones, Shixiang Shane Gu, Rosalind Picard

Comments To appear in EMNLP 2020 (long paper)

Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations

Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis

Comments 5 pages, short paper at SPNLP 2020 (EMNLP 2020 Workshop)

Using Type Information to Improve Entity Coreference Resolution

Sopan Khosla, Carolyn Rose

Comments Accepted as Long Paper at CODI workshop EMNLP 2020

On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling

Rajat Patel, Francis Ferraro

Comments To appear at the EMNLP 2020 Workshop on Deep Learning Inside Out

Probing Pretrained Language Models for Lexical Semantics

Ivan Vulić, Edoardo Maria Ponti, Robert Litschko, Goran Glavaš, Anna Korhonen

Comments EMNLP 2020: Long paper

Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models

Ethan Wilcox, Peng Qian, Richard Futrell, Ryosuke Kohita, Roger Levy, Miguel Ballesteros

Comments To appear at EMNLP 2020

Reformulating Unsupervised Style Transfer as Paraphrase Generation

Kalpesh Krishna, John Wieting, Mohit Iyyer

Comments EMNLP 2020 camera-ready (26 pages)

Predicting Clinical Trial Results by Implicit Evidence Integration

Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang

Comments EMNLP 2020 long paper

Contextual Modulation for Relation-Level Metaphor Identification

Omnia Zayed, John P. McCrae, Paul Buitelaar

Comments accepted at Findings of EMNLP 2020

Load What You Need: Smaller Versions of Multilingual BERT

Amine Abdaoui, Camille Pradel, Grégoire Sigel

Journal ref SustaiNLP / EMNLP 2020

The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?

Jasmijn Bastings, Katja Filippova

Comments Accepted at BlackboxNLP 2020

Journal ref Proceedings of the 2020 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

Social Commonsense Reasoning with Multi-Head Knowledge Attention

Debjit Paul, Anette Frank

Comments Findings of EMNLP 2020

Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation

Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam

Comments Published in EMNLP 2020