EMNLP

Learning from Task Descriptions

Orion Weller, Nicholas Lourie, Matt Gardner, Matthew E. Peters

Comments EMNLP 2020

A Dataset for Tracking Entities in Open Domain Procedural Text

Niket Tandon, Keisuke Sakaguchi, Bhavana Dalvi Mishra, Dheeraj Rajagopal, Peter Clark, Michal Guerquin, Kyle Richardson, Eduard Hovy

Comments To appear in EMNLP 2020

Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions

Muhammad N. ElNokrashy, Amr Hendy, Mohamed Abdelghaffar, Mohamed Afify, Ahmed Tawfik, Hany Hassan Awadalla

Comments Accepted at WMT20 (EMNLP 2020 Fifth Conference on Machine Translation)

May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance

Micaela Kaplan

Comments The 6th Workshop on Noisy User-generated Text (W-NUT) 2020 at EMNLP

Journal ref Proceedings of the 2020 EMNLP Workshop W-NUT: The Sixth Workshop on Noisy User-generated Text (2020) 1-6

Modeling the Music Genre Perception across Language-Bound Cultures

Elena V. Epure, Guillaume Salha, Manuel Moussallam, Romain Hennequin

Comments 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020)

GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines

Florian Borchert, Christina Lohr, Luise Modersohn, Thomas Langer, Markus Follmann, Jan Philipp Sachs, Udo Hahn, Matthieu-P. Schapranow

Comments LOUHI Workshop @ EMNLP '20. Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis. 2020

Word Rotator's Distance

Sho Yokoi, Ryo Takahashi, Reina Akama, Jun Suzuki, Kentaro Inui

Comments 17 pages, accepted at EMNLP 2020

Journal ref EMNLP 2020

ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments

Hyounghun Kim, Abhay Zala, Graham Burri, Hao Tan, Mohit Bansal

Comments EMNLP Findings 2020 (18 pages; extended to Hindi)

DORB: Dynamically Optimizing Multiple Rewards with Bandits

Ramakanth Pasunuru, Han Guo, Mohit Bansal

Comments EMNLP 2020 (15 pages)

IIRC: A Dataset of Incomplete Information Reading Comprehension Questions

James Ferguson, Matt Gardner, Hannaneh Hajishirzi, Tushar Khot, Pradeep Dasigi

Comments EMNLP 2020

HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification

Yichen Jiang, Shikha Bordia, Zheng Zhong, Charles Dognin, Maneesh Singh, Mohit Bansal

Comments Findings of EMNLP 2020 (20 pages)

Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks

Trapit Bansal, Rishikesh Jha, Tsendsuren Munkhdalai, Andrew McCallum

Comments To appear in EMNLP 2020, camera-ready, link to code added

UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues

Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi

Comments Accepted The 2020 Conference on Empirical Methods in Natural Language Processing

The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions

Xiang Zhou, Yixin Nie, Hao Tan, Mohit Bansal

Comments EMNLP 2020 (14 pages)

TweeTime: A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter

Jeniya Tabassum, Alan Ritter, Wei Xu

Comments EMNLP 2016

Deconstructing word embedding algorithms

Kian Kenyon-Dean, Edward Newell, Jackie Chi Kit Cheung

Comments EMNLP 2020, 6 pages. arXiv admin note: substantial text overlap with arXiv:1911.13280

diagNNose: A Library for Neural Activation Analysis

Jaap Jumelet

Comments Accepted to the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, EMNLP 2020

UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network

Khiem Vinh Tran, Hao Phu Phan, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

Comments Accepted by 2020 The 6th Workshop on Noisy User-generated Text (W-NUT) - EMNLP 2020

Journal ref https://www.aclweb.org/anthology/2020.wnut-1.53/

Incorporating a Local Translation Mechanism into Non-autoregressive Translation

Xiang Kong, Zhisong Zhang, Eduard Hovy

Comments EMNLP 2020

Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets

Chuanrong Li, Lin Shengshuo, Leo Z. Liu, Xinyi Wu, Xuhui Zhou, Shane Steinert-Threlkeld

Comments Appears at EMNLP BlackboxNLP Workshop 2020

Supervised Multimodal Bitransformers for Classifying Images and Text

Douwe Kiela, Suvrat Bhooshan, Hamed Firooz, Ethan Perez, Davide Testuggine

Comments Rejected from EMNLP, twice

On the Sentence Embeddings from Pre-trained Language Models

Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li

Comments EMNLP 2020

IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation

Yitao Cai, Xiaojun Wan

Comments EMNLP 2020

Don't Read Too Much into It: Adaptive Computation for Open-Domain Question Answering

Yuxiang Wu, Sebastian Riedel, Pasquale Minervini, Pontus Stenetorp

Comments 11 pages, 9 figures, presented in EMNLP 2020 main conference and SustaiNLP 2020 workshop

OCR Post Correction for Endangered Language Texts

Shruti Rijhwani, Antonios Anastasopoulos, Graham Neubig

Comments Accepted to EMNLP 2020

Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition

Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md Akmal Haidar, Mehdi Rezagholizadeh

Comments Accepted at Findings of EMNLP 2020

Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning

Rachel Gardner, Maya Varma, Clare Zhu, Ranjay Krishna

Comments Published at the 6th Workshop on Noisy User-generated Text (W-NUT) 2020 at EMNLP (6 pages, 4 figures)

CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling

Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu

Comments EMNLP 2020, ACL Findings

Adversarial Training for Code Retrieval with Question-Description Relevance Regularization

Jie Zhao, Huan Sun

Comments Accepted to Findings of EMNLP 2020. 11 pages, 2 figures

Investigating Transferability in Pretrained Language Models

Alex Tamkin, Trisha Singh, Davide Giovanardi, Noah Goodman

Comments Findings of EMNLP 2020