EMNLP

Accented Speech Recognition With Accent-specific Codebooks

Darshan Prabhu, Preethi Jyothi, Sriram Ganapathy, Vinit Unni

Comments Accepted to EMNLP 2023 Main Conference (Long Paper)

Open-ended Commonsense Reasoning with Unrestricted Answer Scope

Chen Ling, Xuchao Zhang, Xujiang Zhao, Yanchi Liu, Wei Cheng, Mika Oishi, Takao Osaki, Katsushi Matsuda, Haifeng Chen, Liang Zhao

Comments Findings of EMNLP 2023

VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System

Abdul Waheed, Bashar Talafha, Peter Sullivan, AbdelRahim Elmadany, Muhammad Abdul-Mageed

Comments Accepted at ArabicNLP conference co-located with EMNLP'23. First three authors contributed equally

DebateKG: Automatic Policy Debate Case Creation with Semantic Knowledge Graphs

Allen Roush, David Mezzetti

Comments 8 pages, Accepted to The 4th New Frontiers in Summarization Workshop (EMNLP 2023), System Demonstration paper

A Causal View of Entity Bias in (Large) Language Models

Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen

Comments Findings of EMNLP 2023

Exploring Chain-of-Thought Style Prompting for Text-to-SQL

Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun

Comments EMNLP 2023 main; long paper

Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document

Xiangnan Chen, Qian Xiao, Juncheng Li, Duo Dong, Jun Lin, Xiaozhong Liu, Siliang Tang

Comments Accepted by EMNLP 2023 (Findings)

Can Large Language Models Capture Dissenting Human Voices?

Noah Lee, Na Min An, James Thorne

Comments To appear at EMNLP 2023

On the Risk of Misinformation Pollution with Large Language Models

Yikang Pan, Liangming Pan, Wenhu Chen, Preslav Nakov, Min-Yen Kan, William Yang Wang

Comments EMNLP 2023 (Findings; Long Paper)

MultiTurnCleanup: A Benchmark for Multi-Turn Spoken Conversational Transcript Cleanup

Hua Shen, Vicky Zayats, Johann C. Rocholl, Daniel D. Walker, Dirk Padfield

Comments EMNLP 2023 main conference. Dataset: https://github.com/huashen218/MultiTurnCleanup

Effects of sub-word segmentation on performance of transformer language models

Jue Hou, Anisia Katinskaia, Anh-Duc Vu, Roman Yangarber

Comments This submission published in EMNLP 2023

Journal ref This submission published in EMNLP 2023

Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy

Jiwoo Hong, Yejin Cho, Jaemin Jung, Jiyoung Han, James Thorne

Comments Findings of EMNLP 2023

90% F1 Score in Relational Triple Extraction: Is it Real ?

Pratik Saini, Samiran Pal, Tapas Nayak, Indrajit Bhattacharya

Comments Accepted in GenBench workshop @ EMNLP 2023

InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators

Heng Yang, Ke Li

Comments Accepted by EMNLP Findings

Global Voices, Local Biases: Socio-Cultural Prejudices across Languages

Anjishnu Mukherjee, Chahat Raj, Ziwei Zhu, Antonios Anastasopoulos

Comments accepted at EMNLP 2023

Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models

Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott

Comments To appear in EMNLP 2024

''Fifty Shades of Bias'': Normative Ratings of Gender Bias in GPT Generated English Text

Rishav Hada, Agrima Seth, Harshita Diddee, Kalika Bali

Comments Camera-ready version in EMNLP 2023

ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation

Zi Lin, Zihan Wang, Yongqi Tong, Yangkun Wang, Yuxin Guo, Yujia Wang, Jingbo Shang

Journal ref EMNLP findings 2023

Learning to Abstract with Nonparametric Variational Information Bottleneck

Melika Behjati, Fabio Fehr, James Henderson

Comments Accepted to Findings of EMNLP 2023

Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance?

Ahmed Alajrami, Katerina Margatina, Nikolaos Aletras

Comments To appear at EMNLP 2023

Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks

Zhaohui Yan, Songlin Yang, Wei Liu, Kewei Tu

Comments Accepted to Proceedings of EMNLP, 2023

X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity

Taejun Yun, Jinhyeon Kim, Deokyeong Kang, Seong Hoon Lim, Jihoon Kim, Taeuk Kim

Comments Accepted to EMNLP 2023 (Findings)

Symbolic Planning and Code Generation for Grounded Dialogue

Justin T. Chiu, Wenting Zhao, Derek Chen, Saujas Vaduguru, Alexander M. Rush, Daniel Fried

Comments Accepted to EMNLP 2023

Test-time Augmentation for Factual Probing

Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi, Kentaro Inui

Comments 12 pages, 4 figures, accepted to EMNLP 2023 Findings (short paper)

FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge

Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li

Comments EMNLP 2023 (Demonstration Track)

BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation

Yufei Tian, Felix Zhang, Nanyun Peng

Comments EMNLP 2023

On Surgical Fine-tuning for Language Encoders

Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan

Comments Accepted to EMNLP 2023

Follow-on Question Suggestion via Voice Hints for Voice Assistants

Besnik Fetahu, Pedro Faustini, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi

Comments Accepted as Long Paper at EMNLP'23 Findings

Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation

Mateusz Lango, Ondřej Dušek

Comments EMNLP 2023

Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors

Nikita Mehandru, Sweta Agrawal, Yimin Xiao, Elaine C Khoong, Ge Gao, Marine Carpuat, Niloufar Salehi

Comments EMNLP 2023