EMNLP - arXivDaily 期刊&会议

2410.16062 2024-10-22 cs.CL

Surprise! Uniform Information Density Isn't the Whole Story: Predicting Surprisal Contours in Long-form Discourse

Eleftheria Tsipidi, Franz Nowak, Ryan Cotterell, Ethan Wilcox, Mario Giulianelli, Alex Warstadt

Comments EMNLP 2024 (main conference)

2410.16044 2024-10-22 cs.CL

Large Language Models Know What To Say But Not When To Speak

Muhammad Umair, Vasanth Sarathy, JP de Ruiter

Comments EMNLP 2024 (Findings)

2410.15990 2024-10-22 cs.CL cs.AI cs.LG

Augmenting Legal Decision Support Systems with LLM-based NLI for Analyzing Social Media Evidence

Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Kanwal Mehreen, Subhasya Tippareddy, Ashay Srivastava

Comments 8 pages , accepted to emnlp 2024

2410.15930 2024-10-22 cs.IR cs.AI

Centrality-aware Product Retrieval and Ranking

Hadeel Saadany, Swapnil Bhosale, Samarth Agrawal, Diptesh Kanojia, Constantin Orasan, Zhe Wu

Comments EMNLP 2024: Industry track

2410.15801 2024-10-22 cs.CL cs.IR

Improve Dense Passage Retrieval with Entailment Tuning

Lu Dai, Hao Liu, Hui Xiong

Comments EMNLP 2024 Main

2410.15743 2024-10-22 cs.CL

Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter

Maximilian Maurer, Tanise Ceron, Sebastian Padó, Gabriella Lapesa

Comments 9 pages, accepted at EMNLP (Findings) 2024

2410.15702 2024-10-22 cs.CL

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding

Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen

Comments Accepted by EMNLP 2024 Findings

2410.15567 2024-10-22 cs.LG cs.AI cs.CL

Pruning Foundation Models for High Accuracy without Retraining

Pu Zhao, Fei Sun, Xuan Shen, Pinrui Yu, Zhenglun Kong, Yanzhi Wang, Xue Lin

Comments Accepted by EMNLP 2024 findings

2410.15511 2024-10-22 cs.IR

ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation

Kashob Kumar Roy, Pritom Saha Akash, Kevin Chen-Chuan Chang, Lucian Popa

Comments Accepted at EMNLP'24 Findings

2410.15168 2024-10-22 cs.CL

An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making

Xiutian Zhao, Ke Wang, Wei Peng

Comments Accepted to EMNLP 2024

2410.15165 2024-10-22 cs.LG cs.CL q-bio.BM

Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction

Yinhan He, Zaiyi Zheng, Patrick Soga, Yaozhen Zhu, yushun Dong, Jundong Li

Journal ref EMNLP 2024 (Findings)

2410.15148 2024-10-22 cs.CL cs.LG

Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning

David Schulte, Felix Hamborg, Alan Akbik

Comments EMNLP 2024 Main Conference

2410.15126 2024-10-22 cs.CL cs.AI

MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science

Junho Kim, Yeachan Kim, Jun-Hyung Park, Yerim Oh, Suho Kim, SangKeun Lee

Comments Accepted at EMNLP 2024 (Findings)

2410.15096 2024-10-22 cs.AI

GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets

Oh Joon Kwon, Daiki E. Matsunaga, Kee-Eung Kim

Journal ref EMNLP 2024

2410.15025 2024-10-22 cs.HC cs.AI

LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education

Minsun Kim, SeonGyeom Kim, Suyoun Lee, Yoosang Yoon, Junho Myung, Haneul Yoo, Hyunseung Lim, Jieun Han, Yoonsu Kim, So-Yeon Ahn, Juho Kim, Alice Oh, Hwajung Hong, Tak Yeon Lee

Comments EMNLP 2024 Workshop CustomNLP4U. arXiv admin note: text overlap with arXiv:2405.19691

2410.15019 2024-10-22 cs.CL

A Survey of Ontology Expansion for Conversational Understanding

Jinggui Liang, Yuxia Wu, Yuan Fang, Hao Fei, Lizi Liao

Comments Accepted by EMNLP 2024, code and data are available at this https URL: https://github.com/liangjinggui/Ontology-Expansion

2410.14897 2024-10-22 cs.CL cs.AI

From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items

Melissa Roemmele, Andrew S. Gordon

Comments Accepted at Findings of EMNLP 2024

2410.14725 2024-10-22 cs.LG cs.CL

Rethinking Token Reduction for State Space Models

Zheng Zhan, Yushu Wu, Zhenglun Kong, Changdi Yang, Yifan Gong, Xuan Shen, Xue Lin, Pu Zhao, Yanzhi Wang

Comments EMNLP 2024

2410.13649 2024-10-22 cs.CL cs.AI

A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks

Tianyi Zhang, Atta Norouzian, Aanchan Mohan, Frederick Ducatelle

Comments Appearing at Empirical Methods in Natural Language Processing 2024 - Industry Track

2410.12377 2024-10-22 cs.CL cs.CY

HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims

Yejun Yoon, Jaeyoon Jung, Seunghyun Yoon, Kunwoo Park

Comments A system description paper for the AVeriTeC shared task, hosted by the seventh FEVER workshop (co-located with EMNLP 2024)

2410.12284 2024-10-22 cs.HC cs.CL cs.CV

Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting

Maxime Kayser, Bayar Menzat, Cornelius Emde, Bogdan Bercean, Alex Novak, Abdala Espinosa, Bartlomiej W. Papiez, Susanne Gaube, Thomas Lukasiewicz, Oana-Maria Camburu

Comments EMNLP 2024

2410.11786 2024-10-22 cs.CL cs.AI cs.LG

Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability

Tsz Ting Chung, Leyang Cui, Lemao Liu, Xinting Huang, Shuming Shi, Dit-Yan Yeung

Comments 14 pages, 5 figures, 10 tables, EMNLP 2024 Findings

2410.10270 2024-10-22 cs.AI cs.CL cs.DB cs.LG

QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis

Abhijit Manatkar, Ashlesha Akella, Parthivi Gupta, Krishnasuri Narayanam

Comments Accepted for EMNLP 2024 Industry Track

2410.08703 2024-10-22 cs.CL cs.AI

On the token distance modeling ability of higher RoPE attention dimension

Xiangyu Hong, Che Jiang, Biqing Qi, Fandong Meng, Mo Yu, Bowen Zhou, Jie Zhou

Comments Accepted to EMNLP 2024 Findings

2410.03421 2024-10-22 cs.CL cs.AI

One2set + Large Language Model: Best Partners for Keyphrase Generation

Liangying Shao, Liang Zhang, Minlong Peng, Guoqi Ma, Hao Yue, Mingming Sun, Jinsong Su

Comments Accepted by EMNLP 2024 Main Conference

2410.03071 2024-10-22 cs.CL cs.IR

Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs

Pritom Saha Akash, Kevin Chen-Chuan Chang

Comments EMNLP Findings 2024. arXiv admin note: substantial text overlap with arXiv:2310.15420

2409.19074 2024-10-22 cs.CV cs.CL

Show and Guide: Instructional-Plan Grounded Vision and Language Model

Diogo Glória-Silva, David Semedo, João Magalhães

Comments Accepted at EMNLP 2024 Main Track

2407.18698 2024-10-22 cs.CL cs.LG stat.ME stat.ML

Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation

Esteban Garces Arias, Julian Rodemann, Meimingwei Li, Christian Heumann, Matthias Aßenmacher

Comments Accepted to EMNLP 2024 Findings

2407.11417 2024-10-22 cs.CL

SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions

Shicheng Liu, Sina J. Semnani, Harold Triedman, Jialiang Xu, Isaac Dan Zhao, Monica S. Lam

Comments Findings of EMNLP 2024

2407.06380 2024-10-22 cs.CL

Data, Data Everywhere: A Guide for Pretraining Dataset Construction

Jupinder Parmar, Shrimai Prabhumoye, Joseph Jennings, Bo Liu, Aastha Jhunjhunwala, Zhilin Wang, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro

Comments Accepted as an oral presentation at EMNLP 2024