EMNLP

Will it Unblend?

Yuval Pinter, Cassandra L. Jacobs, Jacob Eisenstein

Comments Findings of EMNLP 2020

Cascaded Semantic and Positional Self-Attention Network for Document Classification

Juyong Jiang, Jie Zhang, Kai Zhang

Comments Accepted to Proc. Conf. Empirical Methods in Natural Language Processing 2020

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S. Weld, Marti A. Hearst, Jevin West

Comments Accepted to EMNLP 2020

Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering

Peifeng Wang, Nanyun Peng, Filip Ilievski, Pedro Szekely, Xiang Ren

Comments 12 pages, 4 figures. Accepted to EMNLP'20 Findings

Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots

Jia-Chen Gu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu

Comments Accepted by EMNLP 2020 Findings

PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation

Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si

Comments Accepted at EMNLP 2020

Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning

Zhaojiang Lin, Andrea Madotto, Pascale Fung

Comments Accepted as Findings of EMNLP 2020, Zhaojiang Lin and Andrea Madotto contributed equally to this work

A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining

Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang

Comments Accepted in Empirical Methods in Natural Language Processing (EMNLP), 2020

Neural Duplicate Question Detection without Labeled Training Data

Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych

Comments Accepted as long paper at EMNLP-2019

Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange

Steven Y. Feng, Aaron W. Li, Jesse Hoey

Comments EMNLP-IJCNLP 2019; Code available at https://github.com/styfeng/SMERTI

The birth of Romanian BERT

Stefan Daniel Dumitrescu, Andrei-Marius Avram, Sampo Pyysalo

Comments 5 pages (4 + reference page), accepted in Findings of EMNLP 2020

Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures

Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan

Comments Accepted for publication in Findings of EMNLP at EMNLP 2020

Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models

Bill Yuchen Lin, Seyeon Lee, Rahul Khanna, Xiang Ren

Comments To appear in Proceedings of EMNLP 2020. Project page: http://inklab.usc.edu/NumerSense/

Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering

Yanlin Feng, Xinyue Chen, Bill Yuchen Lin, Peifeng Wang, Jun Yan, Xiang Ren

Comments Accepted to EMNLP 2020. Project page: https://github.com/INK-USC/MHGRN

Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering

Pratyay Banerjee, Chitta Baral

Comments Accepted to EMNLP 2020 Long Papers

CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, Ming Zhou

Comments Accepted to Findings of EMNLP 2020. 12 pages

A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support

Ashish Sharma, Adam S. Miner, David C. Atkins, Tim Althoff

Comments Accepted for publication at EMNLP 2020

An information theoretic view on selecting linguistic probes

Zining Zhu, Frank Rudzicz

Comments EMNLP 2020

Guided Dialog Policy Learning without Adversarial Learning in the Loop

Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Julia Kiseleva, Maarten de Rijke, Shahin Shayandeh, Jianfeng Gao

Comments 10 pages

Journal ref Findings of EMNLP 2020

Unsupervised Commonsense Question Answering with Self-Talk

Vered Shwartz, Peter West, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi

Comments EMNLP 2020

"You are grounded!": Latent Name Artifacts in Pre-trained Language Models

Vered Shwartz, Rachel Rudinger, Oyvind Tafjord

Comments EMNLP 2020

Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining

Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He

Comments accepted by emnlp 2020

RobBERT: a Dutch RoBERTa-based Language Model

Pieter Delobelle, Thomas Winters, Bettina Berendt

Comments 11 pages, 4 tables, 3 figures. Accepted in EMNLP Findings

Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction

Rujun Han, Qiang Ning, Nanyun Peng

Comments Published at EMNLP'19

Dialog Intent Induction with Deep Multi-View Clustering

Hugh Perkins, Yi Yang

Comments Original version appeared in EMNLP 2020. We have added an appendix which includes experiments on a slightly larger AskUbuntu dataset, and incorporating several post-publication code bug-fixes

Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation

Jason Lee, Raphael Shu, Kyunghyun Cho

Comments Accepted to EMNLP 2020

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product

Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou

Comments Accepted by EMNLP 2020

Dialogue Response Ranking Training with Large-Scale Human Feedback Data

Xiang Gao, Yizhe Zhang, Michel Galley, Chris Brockett, Bill Dolan

Comments Accepted to appear at EMNLP 2020

Talk2Car: Taking Control of Your Self-Driving Car

Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens

Comments 14 pages, accepted at emnlp-ijcnlp 2019 - Added Talk2Nav Reference

OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames

Alyssa Smith, David Assefa Tofu, Mona Jalal, Edward Edberg Halim, Yimeng Sun, Vidya Akavoor, Margrit Betke, Prakash Ishwar, Lei Guo, Derry Wijaya

Comments 8 pages, 8 figures, EMNLP 2020 demonstration papers