EMNLP

Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing

Weichuan Wang, Zhaoyi Li, Defu Lian, Chen Ma, Linqi Song, Ying Wei

Comments 20 pages, EMNLP'2024 Main Conference

$\texttt{ModSCAN}$: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities

Yukun Jiang, Zheng Li, Xinyue Shen, Yugeng Liu, Michael Backes, Yang Zhang

Comments Accepted in EMNLP 2024. 29 pages, 22 figures

Seg2Act: Global Context-aware Action Generation for Document Logical Structuring

Zichao Li, Shaojie He, Meng Liao, Xuanang Chen, Yaojie Lu, Hongyu Lin, Yanxiong Lu, Xianpei Han, Le Sun

Comments Accepted by EMNLP 2024 Main Conference

To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models

Junyan Lin, Haoran Chen, Dawei Zhu, Xiaoyu Shen

Comments Accepted to EMNLP 2024 Main Conference

Bahasa Harmony: A Comprehensive Dataset for Bahasa Text-to-Speech Synthesis with Discrete Codec Modeling of EnGen-TTS

Onkar Kishor Susladkar, Vishesh Tripathi, Biddwan Ahmed

Journal ref EMNLP 2024

Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs

Cheng Gao, Chaojun Xiao, Zhenghao Liu, Huimin Chen, Zhiyuan Liu, Maosong Sun

Comments 15 pages, 3 figures, accepted by EMNLP 2024

TuringQ: Benchmarking AI Comprehension in Theory of Computation

Pardis Sadat Zahraei, Ehsaneddin Asgari

Comments Accepted to EMNLP Findings 2024

Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA

Maharshi Gor, Hal Daumé, Tianyi Zhou, Jordan Boyd-Graber

Comments To appear at EMNLP 2024 (Main)

SEGMENT+: Long Text Processing with Short-Context Language Models

Wei Shi, Shuang Li, Kerun Yu, Jinglei Chen, Zujie Liang, Xinhui Wu, Yuxi Qian, Feng Wei, Bo Zheng, Jiaqing Liang, Jiangjie Chen, Yanghua Xiao

Comments EMNLP 2024

On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task

Javier Ferrando, Marta R. Costa-jussà

Comments Accepted at EMNLP 2024 Findings

ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments

Sourjyadip Ray, Kushal Gupta, Soumi Kundu, Payal Arvind Kasat, Somak Aditya, Pawan Goyal

Comments Accepted at EMNLP 2024

MLissard: Multilingual Long and Simple Sequential Reasoning Benchmarks

Mirelle Bueno, Roberto Lotufo, Rodrigo Nogueira

Comments GenBench Workshop by EMNLP 2024: Camera-ready version

The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning

Xiyan Fu, Anette Frank

Comments Accepted Findings at EMNLP 2024

Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA

Wenyu Huang, Guancheng Zhou, Hongru Wang, Pavlos Vougiouklis, Mirella Lapata, Jeff Z. Pan

Comments Accepted by EMNLP 2024 Findings

TOWER: Tree Organized Weighting for Evaluating Complex Instructions

Noah Ziems, Zhihan Zhang, Meng Jiang

Comments Accepted to EMNLP 2024

Communicating with Speakers and Listeners of Different Pragmatic Levels

Kata Naszadi, Frans A. Oliehoek, Christof Monz

Comments EMNLP 2024 main

Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation

Bolei He, Nuo Chen, Xinran He, Lingyong Yan, Zhenkai Wei, Jinchang Luo, Zhen-Hua Ling

Comments Accepted to EMNLP 2024 Findings. 9 pages, 4 figures, 7 tables

Label Confidence Weighted Learning for Target-level Sentence Simplification

Xinying Qiu, Jingshen Zhang

Comments Accepted to EMNLP 2024

Enhancing Temporal Modeling of Video LLMs via Time Gating

Zi-Yuan Hu, Yiwu Zhong, Shijia Huang, Michael R. Lyu, Liwei Wang

Comments EMNLP 2024 Findings (Short)

A Two-Step Approach for Data-Efficient French Pronunciation Learning

Hoyeon Lee, Hyeeun Jang, Jong-Hwan Kim, Jae-Min Kim

Comments Accepted at EMNLP 2024 Main

CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures

Ekaterina Sviridova, Anar Yeginbergen, Ainara Estarrona, Elena Cabrio, Serena Villata, Rodrigo Agerri

Comments 9 pages

Journal ref EMNLP 2024

What do Large Language Models Need for Machine Translation Evaluation?

Shenbin Qian, Archchana Sindhujan, Minnie Kabra, Diptesh Kanojia, Constantin Orăsan, Tharindu Ranasinghe, Frédéric Blain

Comments Accepted to EMNLP 2024 Main Conference

Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval

Kyle Buettner, Adriana Kovashka

Comments EMNLP 2024 Main - Short

Understanding Higher-Order Correlations Among Semantic Components in Embeddings

Momose Oyama, Hiroaki Yamagiwa, Hidetoshi Shimodaira

Comments EMNLP 2024

Is Child-Directed Speech Effective Training Data for Language Models?

Steven Y. Feng, Noah D. Goodman, Michael C. Frank

Comments EMNLP 2024. Code and data at https://github.com/styfeng/TinyDialogues

Do Text-to-Vis Benchmarks Test Real Use of Visualisations?

Hy Nguyen, Xuefei He, Andrew Reeson, Cecile Paris, Josiah Poon, Jonathan K. Kummerfeld

Comments Accepted to EMNLP 2024

MIBench: Evaluating Multimodal Large Language Models over Multiple Images

Haowei Liu, Xi Zhang, Haiyang Xu, Yaya Shi, Chaoya Jiang, Ming Yan, Ji Zhang, Fei Huang, Chunfeng Yuan, Bing Li, Weiming Hu

Comments EMNLP 2024

Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison

Qian Yang, Weixiang Yan, Aishwarya Agrawal

Comments Accepted to EMNLP 2024 Main Conference

Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models

Zara Siddique, Liam D. Turner, Luis Espinosa-Anke

Comments Accepted to EMNLP Main 2024

TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR

Shashi Kumar, Srikanth Madikeri, Juan Zuluaga-Gomez, Iuliia Thorbecke, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlicek, Karthik Pandia, Aravind Ganapathiraju

Comments Accepted at EMNLP 2024 (Main Conference)