EMNLP

Tackling the Low-resource Challenge for Canonical Segmentation

Manuel Mager, Özlem Çetinoğlu, Katharina Kann

Comments Accepted to EMNLP 2020

An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks

Lifu Tu, Tianyu Liu, Kevin Gimpel

Comments EMNLP 2020. The first two authors contributed equally

A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis

Zehui Dai, Cheng Peng, Huajie Chen, Yadong Ding

Comments EMNLP 2020 camera ready

Stepwise Extractive Summarization and Planning with Structured Transformers

Shashi Narayan, Joshua Maynez, Jakub Adamek, Daniele Pighin, Blaž Bratanič, Ryan McDonald

Comments 17 pages, EMNLP 2020

Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation

Minki Kang, Moonsu Han, Sung Ju Hwang

Comments 19 pages, 9 figures, EMNLP 2020

Analyzing Individual Neurons in Pre-trained Language Models

Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov

Comments Accepted in EMNLP 2020

BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations

Aina Garí Soler, Marianna Apidianaki

Comments EMNLP 2020

Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder

Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang

Comments Accepted in EMNLP-Findings 2020, Camera Ready Version

Incorporating Behavioral Hypotheses for Query Generation

Ruey-Cheng Chen, Chia-Jung Lee

Comments EMNLP 2020 short paper, 6 pages

Detecting Attackable Sentences in Arguments

Yohan Jo, Seojin Bang, Emaad Manzoor, Eduard Hovy, Chris Reed

Comments EMNLP 2020

Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis

Yuncong Li, Cunxiang Yin, Sheng-hua Zhong, Xu Pan

Comments Long paper accepted by EMNLP 2020

Extracting Implicitly Asserted Propositions in Argumentation

Yohan Jo, Jacky Visser, Chris Reed, Eduard Hovy

Comments EMNLP 2020

On the Sub-Layer Functionalities of Transformer Decoder

Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu

Comments Findings of the 2020 Conference on Empirical Methods in Natural Language Processing (Long)

On the Sparsity of Neural Machine Translation Models

Yong Wang, Longyue Wang, Victor O. K. Li, Zhaopeng Tu

Comments EMNLP 2020

On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers

Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow

Comments Accepted at Findings of EMNLP 2020 and BlackboxNLP 2020

Embedding Words in Non-Vector Space with Unsupervised Graph Learning

Max Ryabinin, Sergei Popov, Liudmila Prokhorenkova, Elena Voita

Comments Accepted as a long paper for EMNLP 2020. 15 pages, 6 figures

Semantically Driven Sentence Fusion: Modeling and Evaluation

Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart

Comments This paper was accepted to Findings of EMNLP 2020

Scene Graph Modification Based on Natural Language Commands

Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Trung Bui, Zhe Lin, Franck Dernoncourt, Nhan Dam

Comments Accepted to the Findings of EMNLP 2020

CoRefi: A Crowd Sourcing Suite for Coreference Annotation

Aaron Bornstein, Arie Cattan, Ido Dagan

Comments EMNLP 2020 system demonstration paper

Dissecting Span Identification Tasks with Performance Prediction

Sean Papay, Roman Klinger, Sebastian Padó

Comments accepted at EMNLP 2020

The Multilingual Amazon Reviews Corpus

Phillip Keung, Yichao Lu, György Szarvas, Noah A. Smith

Comments To appear in EMNLP 2020

Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution

Yordan Yordanov, Oana-Maria Camburu, Vid Kocijan, Thomas Lukasiewicz

Comments Accepted to the EMNLP 2020 conference

SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy

Umanga Bista, Alexander Patrick Mathews, Aditya Krishna Menon, Lexing Xie

Comments 15 pages

Journal ref EMNLP 2020

Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher

Giannis Karamanolakis, Daniel Hsu, Luis Gravano

Comments Accepted to Findings of EMNLP 2020 (Long Paper)

LEGAL-BERT: The Muppets straight out of Law School

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

Comments 5 pages, short paper in Findings of EMNLP 2020

PolicyQA: A Reading Comprehension Dataset for Privacy Policies

Wasi Uddin Ahmad, Jianfeng Chi, Yuan Tian, Kai-Wei Chang

Comments EMNLP Findings 2020 (short paper)

Exploiting Unsupervised Data for Emotion Recognition in Conversations

Wenxiang Jiao, Michael R. Lyu, Irwin King

Comments Accepted to the Findings of EMNLP 2020, 8 pages (published version of arXiv:1910.08916)

AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding

Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu, Jingyang Li

Comments 10 pages, 3 figures, the full version of a paper accepted to EMNLP 2020 Findings

CoDEx: A Comprehensive Knowledge Graph Completion Benchmark

Tara Safavi, Danai Koutra

Comments EMNLP 2020

Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT

Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser

Comments EMNLP 2020, main conference