EMNLP

RedApt: An Adaptor for wav2vec 2 Encoding \\ Faster and Smaller Speech Translation without Quality Compromise

Jinming Zhao, Hao Yang, Gholamreza Haffari, Ehsan Shareghi

Comments EMNLP 2022 Finding

Model Criticism for Long-Form Text Generation

Yuntian Deng, Volodymyr Kuleshov, Alexander M. Rush

Comments EMNLP 2022

Modeling Context With Linear Attention for Scalable Document-Level Translation

Zhaofeng Wu, Hao Peng, Nikolaos Pappas, Noah A. Smith

Comments Findings of EMNLP 2022

PAR: Political Actor Representation Learning with Social Context and Expert Knowledge

Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo

Comments EMNLP 2022

UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation

Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao

Comments Accepted to EMNLP 2022

Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition

Hao Zhou, Man Lan, Yuanbin Wu, Yuefeng Chen, Meirong Ma

Comments Findings of EMNLP 2022 Accepted

Sentence Ambiguity, Grammaticality and Complexity Probes

Sunit Bhattacharya, Vilém Zouhar, Ondřej Bojar

Comments Accepted at BlackboxNLP @ EMNLP 2022

FLUTE: Figurative Language Understanding through Textual Explanations

Tuhin Chakrabarty, Arkadiy Saakyan, Debanjan Ghosh, Smaranda Muresan

Comments EMNLP 2022 Main Conference (Long Paper)

Generative Multi-hop Retrieval

Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo

Comments published at EMNLP 2022

ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization

Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li, Jianfeng Qu, Jie Zhou

Comments Accepted to EMNLP 2022 (main conference)

Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language

Peter Jansen, Jordan Boyd-Graber

Comments Accepted to the the 2022 Workshop on Figurative Language Processing (at EMNLP 2022)

PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population

Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See

Comments Findings of EMNLP 2022

Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition

Shuguang Chen, Leonardo Neves, Thamar Solorio

Comments To appear at EMNLP 2022 main conference

Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks

Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun

Comments Findings of EMNLP 2022

Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning

Wenbin An, Feng Tian, Ping Chen, Siliang Tang, Qinghua Zheng, QianYing Wang

Comments Accepted by EMNLP 2022

BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation

Tianxiang Sun, Junliang He, Xipeng Qiu, Xuanjing Huang

Comments Accepted to EMNLP 2022 (main conference). Data and code are available at https://github.com/txsun1997/Metric-Fairness

MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation

Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang

Comments 9 pages, 2 figures

Journal ref Findings of EMNLP 2022

Q-TOD: A Query-driven Task-oriented Dialogue System

Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu

Comments Accepted to EMNLP 2022

MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks

Zequn Liu, Kefei Duan, Junwei Yang, Hanwen Xu, Ming Zhang, Sheng Wang

Comments Accepted by the main conference of EMNLP 2022

Holistic Sentence Embeddings for Better Out-of-Distribution Detection

Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun

Comments Findings of EMNLP 2022

M2D2: A Massively Multi-domain Language Modeling Dataset

Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer

Comments EMNLP 2022

Predicting Fine-Tuning Performance with Probing

Zining Zhu, Soroosh Shahtalebi, Frank Rudzicz

Comments EMNLP 2022

An Empirical Study on Finding Spans

Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, Benjamin Van Durme

Comments Accepted to EMNLP 2022

InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings

Xing Wu, Chaochen Gao, Zijia Lin, Jizhong Han, Zhongyuan Wang, Songlin Hu

Comments EMNLP 2022

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding

Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Teng Hu, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

Comments Accepted to EMNLP 2022 (Findings)

DIGAT: Modeling News Recommendation with Dual-Graph Interaction

Zhiming Mao, Jian Li, Hongru Wang, Xingshan Zeng, Kam-Fai Wong

Comments Findings of EMNLP 2022. This paper was first submitted to ARR 2021 November (https://openreview.net/forum?id=t2vXlG7Oe5m)

Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis

Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency

Comments Accepted by EMNLP 2022 (Findings)

Language Models Are Poor Learners of Directional Inference

Tianyi Li, Mohammad Javad Hosseini, Sabine Weber, Mark Steedman

Comments Findings of EMNLP 2022

BBTv2: Towards a Gradient-Free Future with Large Language Models

Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu

Comments Accepted to EMNLP 2022 (main conference). Code is available at https://github.com/txsun1997/Black-Box-Tuning

Automatic Rule Induction for Interpretable Semi-Supervised Learning

Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng

Comments EMNLP 2022