Papers
Aligning LLMs with Individual Preferences via Interaction
Shujin Wu, Yi R. Fung, Cheng Qian et al.
Extrapolating to Unknown Opinions Using LLMs
Kexun Zhang, Jane Dwivedi-Yu, Zhaojiang Lin et al.
How Likely Do LLMs with CoT Mimic Human Reasoning?
Guangsheng Bao, Hongbo Zhang, Cunxiang Wang et al.
VEEF-Multi-LLM: Effective Vocabulary Expansion and Parameter Efficient Finetuning Towards Multilingual Large Language Models
Jiu Sha, Mengxiao Zhu, Chong Feng et al.
Paraphrase Generation Evaluation Powered by an LLM: A Semantic Metric, Not a Lexical One
Quentin Lemesle, Jonathan Chevelu, Philippe Martin et al.
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study
Mingyang Song, Mao Zheng, Xuan Luo
PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs
Yuang Bian, Yupian Lin, Jingping Liu et al.
Low-Resource Language Expansion and Translation Capacity Enhancement for LLM: A Study on the Uyghur
Kaiwen Lu, Yating Yang, Fengyi Yang et al.
A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems
Gustavo Adolpho Lucas de Carvalho, Simon Benigeri, Jennifer Healey et al.
Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection
Guoyi Li, Die Hu, Zongzhen Liu et al.
Confront Insider Threat: Precise Anomaly Detection in Behavior Logs Based on LLM Fine-Tuning
Shuang Song, Yifei Zhang, Neng Gao
A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction
Xinpeng Liu, Bing Xu, Muyun Yang et al.
AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic
Emad A. Alghamdi, Reem I. Masoud, Deema Alnuhait et al.
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning
Qibin Wang, Xiaolin Hu, Weikai Xu et al.
Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation
Samin Mahdizadeh Sani, Pouya Sadeghi, Thuy-Trang Vu et al.
Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency
Jaeseong Lee, Wei Yang, Gopal Gupta et al.
Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective
Meizhi Zhong, Chen Zhang, Yikun Lei et al.
Multitask-Bench: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning
Essa Jan, Nouar Aldahoul, Moiz Ali et al.
ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt
Xinhao Song, Sufeng Duan, Gongshen Liu
MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer
Seongtae Hong, Seungyoon Lee, Hyeonseok Moon et al.
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
Somnath Kumar, Vaibhav Balloli, Mercy Ranjit et al.
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs
Mingyi Jia, Junwen Duan, Yan Song et al.
CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information
Yuxin Wang, MingHua Ma, Zekun Wang et al.
Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models
Nishanth Madhusudhan, Sathwik Tejaswi Madhusudhan, Vikas Yadav et al.
MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models
Jiayu Ding, Zhangkai Zheng, Benshuo Lin et al.