EMNLP

An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection Model

Kijong Han, Seojin Lee, Wooin Lee, Joosung Lee, Dong-hun Lee

Comments EMNLP 2021

Asking It All: Generating Contextualized Questions for any Semantic Role

Valentina Pyatkin, Paul Roit, Julian Michael, Reut Tsarfaty, Yoav Goldberg, Ido Dagan

Comments Accepted as a long paper to EMNLP 2021, Main Conference

Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT

Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier

Comments EMNLP 2021 camera-ready version

Exophoric Pronoun Resolution in Dialogues with Topic Regularization

Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu

Comments EMNLP 2021 main conference

A Strong Baseline for Query Efficient Attacks in a Black Box Setting

Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi

Comments EMNLP 2021 - Main Conference

Counterfactual Adversarial Learning with Representation Interpolation

Wei Wang, Boxin Wang, Ning Shi, Jinfeng Li, Bingyu Zhu, Xiangyu Liu, Rong Zhang

Comments Accepted to Findings of EMNLP 2021

How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy

Sara Rajaee, Mohammad Taher Pilehvar

Comments To appear in Findings of EMNLP 2021

Genre as Weak Supervision for Cross-lingual Dependency Parsing

Max Müller-Eberstein, Rob van der Goot, Barbara Plank

Comments Accepted to EMNLP 2021 (Main Conference)

Assessing the Reliability of Word Embedding Gender Bias Measures

Yupei Du, Qixiang Fang, Dong Nguyen

Comments 23 pages, 24 figures, 3 tables. Accepted to EMNLP 2021

A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations

Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve

Comments Accepted to the 2021 Conference on Empirical Methods in Natural Language Processing

AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages

Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo

Comments EMNLP 2021

Knowledge-Aware Meta-learning for Low-Resource Text Classification

Huaxiu Yao, Yingxin Wu, Maruan Al-Shedivat, Eric P. Xing

Comments Accepted by EMNLP 2021

Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables

Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo

Comments EMNLP Findings 2021

Heterogeneous Graph Neural Networks for Keyphrase Generation

Jiacheng Ye, Ruijian Cai, Tao Gui, Qi Zhang

Comments Accepted by EMNLP 2021

Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning

Li Zhou, Kevin Small, Yong Zhang, Sandeep Atluri

Comments To appear in Proceedings of EMNLP 2021

DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization

Zeqiu Wu, Bo-Ru Lu, Hannaneh Hajishirzi, Mari Ostendorf

Comments EMNLP 2021 camera-ready

Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model

Kuntal Kumar Pal, Chitta Baral

Comments 7 pages, 10 figures, 5 tables, Accepted in the Findings of EMNLP 2021

Zero-Shot Dialogue State Tracking via Cross-Task Transfer

Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung

Comments EMNLP 2021

Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation

Humair Raj Khan, Deepak Gupta, Asif Ekbal

Comments Accepted in EMNLP-Findings (2021)

Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness

Fatemehsadat Mireshghallah, Taylor Berg-Kirkpatrick

Comments EMNLP 2021

An Exploratory Study on Long Dialogue Summarization: What Works and What's Next

Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir Radev

Comments Findings of EMNLP 2021

IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization

Fajri Koto, Jey Han Lau, Timothy Baldwin

Comments Accepted at EMNLP 2021

A Large-Scale Study of Machine Translation in the Turkic Languages

Jamshidbek Mirzakhalov, Anoop Babu, Duygu Ataman, Sherzod Kariev, Francis Tyers, Otabek Abduraufov, Mammad Hajili, Sardana Ivanova, Abror Khaytbaev, Antonio Laverghetta, Behzodbek Moydinboyev, Esra Onal, Shaxnoza Pulatova, Ahsan Wahab, Orhan Firat, Sriram Chellappan

Comments 9 pages, 1 figure, 8 tables. Main proceedings of EMNLP 2021

BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation

Haoran Xu, Benjamin Van Durme, Kenton Murray

Comments EMNLP 2021

Journal ref EMNLP 2021

TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling

Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann Copestake

Comments Accepted to appear in Findings of EMNLP 2021

Subword Mapping and Anchoring across Languages

Giorgos Vernikos, Andrei Popescu-Belis

Comments EMNLP 2021, Findings of EMNLP2021

SPECTRA: Sparse Structured Text Rationalization

Nuno Miguel Guerreiro, André F. T. Martins

Comments Accepted to EMNLP 2021 (main conference)

Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints

Zichao Wang, Andrew S. Lan, Richard G. Baraniuk

Comments EMNLP 2021

Identifying Morality Frames in Political Tweets using Relational Learning

Shamik Roy, Maria Leonor Pacheco, Dan Goldwasser

Comments Accepted to EMNLP 2021

Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph

Nuttapong Chairatanakul, Noppayut Sriwatanasakdi, Nontawat Charoenphakdee, Xin Liu, Tsuyoshi Murata

Comments Published in Findings of EMNLP 2021