EMNLP

Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation

Shiyao Cui, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Xuebin Wang, Jinqiao Shi

Comments Accepted to Findings of EMNLP 2020

Scalable Zero-shot Entity Linking with Dense Entity Retrieval

Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer

Comments accepted at EMNLP 2020

How Decoding Strategies Affect the Verifiability of Generated Text

Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel

Comments accepted at Findings of EMNLP 2020

Reducing Quantity Hallucinations in Abstractive Summarization

Zheng Zhao, Shay B. Cohen, Bonnie Webber

Comments Accepted to Findings of EMNLP 2020

Augmented Natural Language for Generative Sequence Labeling

Ben Athiwaratkun, Cicero Nogueira dos Santos, Jason Krone, Bing Xiang

Comments To appear at EMNLP 2020

Incomplete Utterance Rewriting as Semantic Segmentation

Qian Liu, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang

Comments To appear in EMNLP 2020 (Long Paper)

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Pascale Fung

Comments EMNLP 2020 camera ready

Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias

Ana Valeria Gonzalez, Maria Barrett, Rasmus Hvingelby, Kellie Webster, Anders Søgaard

Comments To appear in EMNLP 2020

RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models

Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, Noah A. Smith

Comments Findings in EMNLP 2020

POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training

Yizhe Zhang, Guoyin Wang, Chunyuan Li, Zhe Gan, Chris Brockett, Bill Dolan

Comments EMNLP 2020 long paper

Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia

Ikuya Yamada, Akari Asai, Jin Sakuma, Hiroyuki Shindo, Hideaki Takeda, Yoshiyasu Takefuji, Yuji Matsumoto

Comments EMNLP 2020 (system demonstration)

Focus-Constrained Attention Mechanism for CVAE-based Response Generation

Zhi Cui, Yanran Li, Jiayi Zhang, Jianwei Cui, Chen Wei, Bin Wang

Comments To appear in findings of EMNLP 2020

Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games

Subhajit Chaudhury, Daiki Kimura, Kartik Talamadupula, Michiaki Tatsubori, Asim Munawar, Ryuki Tachibana

Comments Accepted to EMNLP 2020

GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis

Huaishao Luo, Lei Ji, Tianrui Li, Nan Duan, Daxin Jiang

Comments to appear in Findings of EMNLP 2020

Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph

Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang

Comments accepted by EMNLP 2020

Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions

Ritam Dutt, Rishabh Joshi, Carolyn Penstein Rose

Comments To appear at Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP, 2020) as a full paper

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms

Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang

Comments Findings of EMNLP 2020, 9 pages, 6 figures

SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge

Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang

Comments Accepted by EMNLP 2020 (Main Conference)

X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers

Jaemin Cho, Jiasen Lu, Dustin Schwenk, Hannaneh Hajishirzi, Aniruddha Kembhavi

Comments EMNLP 2020

Seq2Edits: Sequence Transduction Using Span-level Edit Operations

Felix Stahlberg, Shankar Kumar

Comments Accepted at EMNLP 2020

KoBE: Knowledge-Based Machine Translation Evaluation

Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey

Comments Accepted as a short paper in Findings of EMNLP 2020

Message Passing for Hyper-Relational Knowledge Graphs

Mikhail Galkin, Priyansh Trivedi, Gaurav Maheshwari, Ricardo Usbeck, Jens Lehmann

Comments Accepted to EMNLP 2020

Global-to-Local Neural Networks for Document-Level Relation Extraction

Difeng Wang, Wei Hu, Ermei Cao, Weijian Sun

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

Composed Variational Natural Language Generation for Few-shot Intents

Congying Xia, Caiming Xiong, Philip Yu, Richard Socher

Comments 10 pages, accepted to Findings of EMNLP 2020

Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems

Ziming Li, Julia Kiseleva, Maarten de Rijke

Comments 10 pages

Journal ref Findings of EMNLP 2020

Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media

Shamik Roy, Dan Goldwasser

Comments 19 pages, 6 figures, Will appear in EMNLP 2020

Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation

Chujie Zheng, Yunbo Cao, Daxin Jiang, Minlie Huang

Comments Accepted to Findings of EMNLP 2020 (Long Paper)

Softmax Tempering for Training Neural Machine Translation Models

Raj Dabre, Atsushi Fujita

Comments The paper is about prediction smoothing for improving sequence to sequence performance. Related to but not the same as label smoothing. Work in progress. Updates with deeper analyses and comparisons to related methods to follow. Rejected from EMNLP 2020

Word class flexibility: A deep contextualized approach

Bai Li, Guillaume Thomas, Yang Xu, Frank Rudzicz

Comments To appear in EMNLP 2020 (Long Paper)

Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation

Pei Zhang, Boxing Chen, Niyu Ge, Kai Fan

Comments accepted to EMNLP 2020