Papers
The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation
Maja Pavlovic, Massimo Poesio
Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks
Georgios Pantazopoulos, Amit Parekh, Malvina Nikandrou et al.
Fine-Tuning Open Access LLMs for High-Precision NLU in Goal-Driven Dialog Systems
Lluís Padró, Roser Saurí
Could We Have Had Better Multilingual LLMs if English Was Not the Central Language?
Ryandito Diandaru, Lucky Susanto, Zilu Tang et al.
Learning to Verify Summary Facts with Fine-Grained LLM Feedback
Jihwan Oh, Jeonghwan Choi, Nicole Hee-Yoen Kim et al.
Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval
Haobo Zhang, Qiannan Zhu, Zhicheng Dou
LLMs on interactive feature collections with implicit dynamic decision strategy
Juyeon Heo, Vihari Piratla, Kyunghyun Lee et al.
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM
Jianyu Liu, Yi Huang, Sheng Bi et al.
LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations
Wenlin Zhang, Chuhan Wu, Xiangyang Li et al.
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
Cheng Wang, Yiwei Wang, Bryan Hooi et al.
Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs
Suhuang Wu, Huimin Wang, Yutian Zhao et al.
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs
Tamzeed Mahfuz, Satak Kumar Dey, Ruwad Naswan et al.
Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs
Julia Watson, Sophia S. Lee, Barend Beekhuizen et al.
RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents
Changkai Ji, Bowen Zhao, Zhuoyao Wang et al.
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs
Chenhan Fu, Guoming Wang, Juncheng Li et al.
Taxonomy-Guided Zero-Shot Recommendations with LLMs
Yueqing Liang, Liangwei Yang, Chen Wang et al.
MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples
Shuo Xie, Fangzhi Zhu, Jiahui Wang et al.
A Testset for Context-Aware LLM Translation in Korean-to-English Discourse Level Translation
Minjae Lee, Youngbin Noh, Seung Jin Lee
Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering
Hongyu Yang, Jiahui Hou, Liyang He et al.
Learning to Refuse: Towards Mitigating Privacy Risks in LLMs
Zhenhua Liu, Tong Zhu, Chuanyuan Tan et al.
From Detection to Explanation: Effective Learning Strategies for LLMs in Online Abusive Language Research
Chiara Di Bonaventura, Lucia Siciliani, Pierpaolo Basile et al.
What’s Wrong? Refining Meeting Summaries with LLM Feedback
Frederic Kirstein, Terry Ruas, Bela Gipp
Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions
Sérgio Silva Mucciaccia, Thiago Meireles Paixão, Filipe Wall Mutz et al.