语言大模型 / LLM

Deciphering the Chaos: Enhancing Jailbreak Attacks via Adversarial Prompt Translation

Qizhang Li, Xiaochen Yang, Wangmeng Zuo, Yiwen Guo

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Tracking the Takes and Trajectories of English-Language News Narratives across Trustworthy and Worrisome Websites

Hans W. A. Hanley, Emily Okabe, Zakir Durumeric

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments To appear at USENIX Security Symposium 2025. Keywords: Misinformation, News, Narratives, LLMs, Stance-Detection

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support

Xingyu Xiao, Peng Chen, Ben Qi, Jingang Liang, Jiejuan Tong, Haitao Wang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

LLMs Model Non-WEIRD Populations: Experiments with Synthetic Cultural Agents

Augusto Gonzalez-Bonorino, Monica Capra, Emilio Pantoja

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI

Yuya Asano, Sabit Hassan, Paras Sharma, Anthony Sicilia, Katherine Atwell, Diane Litman, Malihe Alikhani

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to COLING 2025 Industry Track

Enabling New HDLs with Agents

Mark Zakharov, Farzaneh Rabiei Kashanaki, Jose Renau

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

A Breadth-First Catalog of Text Processing, Speech Processing and Multimodal Research in South Asian Languages

Pranav Gupta

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

ModelGrow: Continual Text-to-Video Pre-training with Model Expansion and Language Understanding Enhancement

Zhefan Rao, Liya Ji, Yazhou Xing, Runtao Liu, Zhaoyang Liu, Jiaxin Xie, Ziqiao Peng, Yingqing He, Qifeng Chen

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 18 pages

SAIL: Sample-Centric In-Context Learning for Document Information Extraction

Jinyu Zhang, Zhiyuan You, Jize Wang, Xinyi Le

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments accepted by AAAI 2025

GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning

Heming Zhang, Di Huang, Yixin Chen, Fuhai Li

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Mitigating Adversarial Attacks in LLMs through Defensive Suffix Generation

Minkyoung Kim, Yunha Kim, Hyeram Seo, Heejung Choi, Jiye Han, Gaeun Kee, Soyoung Ko, HyoJe Jung, Byeolhee Kim, Young-Hak Kim, Sanghyun Park, Tae Joon Jun

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 9 pages, 2 figures

Information-Theoretic Generative Clustering of Documents

Xin Du, Kumiko Tanaka-Ishii

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted to AAAI 2025

Optimizing AI-Assisted Code Generation

Simon Torka, Sahin Albayrak

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

TEGEE: Task dEfinition Guided Expert Ensembling for Generalizable and Few-shot Learning

Xingwei Qu, Yiming Liang, Yucheng Wang, Tianyu Zheng, Tommy Yue, Xingyuan Bu, Lei Ma, Stephen W. Huang, Jiajun Zhang, Yinan Shi, Chenghua Lin, Jie Fu, Ge Zhang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering

Mingxu Tao, Dongyan Zhao, Yansong Feng

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments COLING 2025

Prompt Valuation Based on Shapley Values

Hanxi Liu, Xiaokai Mao, Haocheng Xia, Jian Lou, Jinfei Liu, Kui Ren

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Evaluating Robustness of LLMs on Crisis-Related Microblogs across Events, Information Types, and Linguistic Features

Muhammad Imran, Abdul Wahab Ziaullah, Kai Chen, Ferda Ofli

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 12 pages, 10 figs, 5 tables

Enhancing Relation Extraction via Supervised Rationale Verification and Feedback

Yongqi Li, Xin Miao, Shen Zhou, Mayi Xu, Yuyang Ren, Tieyun Qian

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to AAAI 2025, camera ready version

On the effective transfer of knowledge from English to Hindi Wikipedia

Paramita Das, Amartya Roy, Ritabrata Chakraborty, Animesh Mukherjee

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments accepted at COLING Industry Track 2025

Challenges of learning multi-scale dynamics with AI weather models: Implications for stability and one solution

Ashesh Chattopadhyay, Y. Qiang Sun, Pedram Hassanzadeh

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Supplementary information is given at https://drive.google.com/file/d/1xMPlC5z4kqc7ZrYY--Be6Dzqo_7xOpyi/view?usp=drive_link

Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview

Fnu Neha, Deepshikha Bhati, Deepak Kumar Shukla, Angela Guercio, Ben Ward

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Intent-driven In-context Learning for Few-shot Dialogue State Tracking

Zihao Yi, Zhe Xu, Ying Shen

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions

Jinming Zhang, Yunfei Long

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data

Hanyu Zhang, Chuck Arvin, Dmitry Efimov, Michael W. Mahoney, Dominique Perrault-Joncas, Shankar Ramasubramanian, Andrew Gordon Wilson, Malcolm Wolff

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments Presented at NeurIPS Time Series in the Age of Large Models (2024)

EVOR: Evolving Retrieval for Code Generation

Hongjin Su, Shuyang Jiang, Yuhang Lai, Haoyuan Wu, Boao Shi, Che Liu, Qian Liu, Tao Yu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Retrieval-augmented code generation

Node Importance Estimation Leveraging LLMs for Semantic Augmentation in Knowledge Graphs

Xinyu Lin, Tianyu Zhang, Chengbin Hou, Jinbao Wang, Jianye Xue, Hairong Lv

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 13 pages, 4 figures

Popular LLMs Amplify Race and Gender Disparities in Human Mobility

Xinhua Wu, Qi R. Wang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Unification of Balti and trans-border sister dialects in the essence of LLMs and AI Technology

Muhammad Sharif, Jiangyan Yi, Muhammad Shoaib

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by IEEE conference ISCSLP 2024

Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation

Peng Shu, Junhao Chen, Zhengliang Liu, Hui Wang, Zihao Wu, Tianyang Zhong, Yiwei Li, Huaqin Zhao, Hanqi Jiang, Yi Pan, Yifan Zhou, Constance Owl, Xiaoming Zhai, Ninghao Liu, Claudio Saunt, Tianming Liu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents

Emanuela Boros, Maud Ehrmann

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI