EMNLP

Neural Related Work Summarization with a Joint Context-driven Attention Mechanism

Yongzhen Wang, Xiaozhong Liu, Zheng Gao

Comments 11 pages, 3 figures, in the Proceedings of EMNLP 2018

SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training

Huda Khayrallah, João Sedoc

Comments EMNLP 2020 Camera Ready

Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic Priming

Kanishka Misra, Allyson Ettinger, Julia Taylor Rayz

Comments Accepted for publication in Findings of ACL: EMNLP 2020

Simulated Multiple Reference Training Improves Low-Resource Machine Translation

Huda Khayrallah, Brian Thompson, Matt Post, Philipp Koehn

Comments EMNLP 2020 camera ready

EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets

Nickil Maveli

Comments Accepted at W-NUT workshop of EMNLP 2020 (7 pages, 6 figures, 3 tables)

Investigating Failures of Automatic Translation in the Case of Unambiguous Gender

Adithya Renduchintala, Adina Williams

Comments 10 pages, 2 figures, 4 tables, submitting to EMNLP 2021

SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings

Masoud Jalili Sabet, Philipp Dufter, François Yvon, Hinrich Schütze

Comments EMNLP (Findings) 2020

Simultaneous Multi-Pivot Neural Machine Translation

Raj Dabre, Aizhan Imankulova, Masahiro Kaneko, Abhisek Chakrabarty

Comments preliminary work. pardon the messy writing and mistakes. will be submitted to emnlp after major overhaul

SetConv: A New Approach for Learning from Imbalanced Data

Yang Gao, Yi-Fan Li, Yu Lin, Charu Aggarwal, Latifur Khan

Comments Accepted by EMNLP 2020 (11 pages, 9 figures)

Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans

Lu Xu, Lidong Bing, Wei Lu, Fei Huang

Comments EMNLP 2020

Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three

Steven Reich, David Mueller, Nicholas Andrews

Comments EMNLP 2020. v2: Changed formatting of title in metadata; no other changes

HINT3: Raising the bar for Intent Detection in the Wild

Gaurav Arora, Chirag Jain, Manas Chaturvedi, Krupal Modi

Comments Accepted at EMNLP-2020's Insights workshop

Journal ref Proceedings of the First Workshop on Insights from Negative Results in NLP @ EMNLP 2020

Pretrained Language Models for Sequential Sentence Classification

Arman Cohan, Iz Beltagy, Daniel King, Bhavana Dalvi, Daniel S. Weld

Comments EMNLP 2019

Journal ref Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (2019) 3693-3699

Graph-to-Graph Transformer for Transition-based Dependency Parsing

Alireza Mohammadshahi, James Henderson

Comments Accepted to Findings of EMNLP 2020

Structured Attention for Unsupervised Dialogue Structure Induction

Liang Qiu, Yizhou Zhao, Weiyan Shi, Yuan Liang, Feng Shi, Tao Yuan, Zhou Yu, Song-Chun Zhu

Comments Long paper accepted by EMNLP 2020

Position-Aware Tagging for Aspect Sentiment Triplet Extraction

Lu Xu, Hao Li, Wei Lu, Lidong Bing

Comments 15 pages, 10 figures, accepted by EMNLP 2020

Look at the First Sentence: Position Bias in Question Answering

Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang

Comments 13 pages, EMNLP 2020

Syntactic and Semantic-driven Learning for Open Information Extraction

Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu

Comments 11 pages

Journal ref Findings of ACL: EMNLP 2020

Utility is in the Eye of the User: A Critique of NLP Leaderboards

Kawin Ethayarajh, Dan Jurafsky

Comments EMNLP 2020 (updated with additional references)

How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking

Nicola De Cao, Michael Schlichtkrull, Wilker Aziz, Ivan Titov

Comments Accepted at the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Source code available at https://github.com/nicola-decao/diffmask . 18 pages, 15 figures, 4 tables

Morphological Segmentation Inside-Out

Ryan Cotterell, Arun Kumar, Hinrich Schütze

Comments EMNLP 2016

Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity

Pedro Rodriguez, Paul Crook, Seungwhan Moon, Zhiguang Wang

Comments EMNLP 2020: https://www.aclweb.org/anthology/2020.emnlp-main.655/

Multi-hop Question Generation with Graph Convolutional Network

Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung

Comments Findings of EMNLP 2020

Hierarchical Pre-training for Sequence Labelling in Spoken Dialog

Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chloe Clavel

Journal ref EMNLP 2020

An Unsupervised Sentence Embedding Method by Mutual Information Maximization

Yan Zhang, Ruidan He, Zuozhu Liu, Kwan Hui Lim, Lidong Bing

Comments Accepted to EMNLP 2020, code is released

Event Extraction by Answering (Almost) Natural Questions

Xinya Du, Claire Cardie

Comments EMNLP 2020

Grounded Adaptation for Zero-shot Executable Semantic Parsing

Victor Zhong, Mike Lewis, Sida I. Wang, Luke Zettlemoyer

Comments EMNLP 2020 long paper. 14 pages, 5 figures

A Novel Two-stage Framework for Extracting Opinionated Sentences from News Articles

Rajkumar Pujari, Swara Desai, Niloy Ganguly, Pawan Goyal

Comments Presented as a talk at TextGraphs-9: the workshop on Graph-based Methods for Natural Language Processing at EMNLP 2014

Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information

Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li

Comments EMNLP 2020

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