Papers
2,781 papers found
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs
Sujan Dutta, Sayantan Mahinder, Raviteja Anantha et al.
Noisy Neighbors: Efficient membership inference attacks against LLMs
Filippo Galli, Luca Melis, Tommaso Cucinotta
PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs
Dan Peng, Zhihui Fu, Jun Wang
Reinforcement Learning-Driven LLM Agent for Automated Attacks on LLMs
Xiangwen Wang, Jie Peng, Kaidi Xu et al.
Whitening Not Recommended for Classification Tasks in LLMs
Ali Forooghi, Shaghayegh Sadeghi, Jianguo Lu
Zero-shot Scientific Claim Verification Using LLMs and Citation Text
Carlos Alvarez, Maxwell Bennett, Lucy Wang
Do LLMs Speak Kazakh? A Pilot Evaluation of Seven Models
Akylbek Maxutov, Ayan Myrzakhmet, Pavel Braslavski
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts
Giuliano Tortoreto, Seyed Mahed Mousavi
Teaching LLMs at Charles University: Assignments and Activities
Jindřich Helcl, Zdeněk Kasner, Ondřej Dušek et al.
A Prompting Assignment for Exploring Pretrained LLMs
Carolyn Jane Anderson
HW-TSC at TextGraphs-17 Shared Task: Enhancing Inference Capabilities of LLMs with Knowledge Graphs
Wei Tang, Xiaosong Qiao, Xiaofeng Zhao et al.
Impact of Decoding Methods on Human Alignment of Conversational LLMs
Shaz Furniturewala, Kokil Jaidka, Yashvardhan Sharma
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma
Jana Juroš, Laura Majer, Jan Snajder
The Impossibility of Fair LLMs
Jacy Reese Anthis, Kristian Lum, Michael Ekstrand et al.
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
Ruiwen Zhou, Wenyue Hua, Liangming Pan et al.
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs
Lanxiang Hu, Tajana Rosing, Hao Zhang
EvoWiki: Evaluating LLMs on Evolving Knowledge
Wei Tang, Yixin Cao, Yang Deng et al.
Rethinking Repetition Problems of LLMs in Code Generation
Yihong Dong, Yuchen Liu, Xue Jiang et al.
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling
Haojie Xie, Yirong Chen, Xiaofen Xing et al.
Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection
Shuguo Hu, Jun Hu, Huaiwen Zhang
Wait, that’s not an option: LLMs Robustness with Incorrect Multiple-Choice Options
Gracjan Góral, Emilia Wiśnios, Piotr Sankowski et al.
Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs
Zhuo Li, Yuhao Du, Jinpeng Hu et al.
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization
Md Nayem Uddin, Amir Saeidi, Divij Handa et al.
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization
Yang Zhong, Diane Litman
Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion
Jianqing Zhu, Huang Huang, Zhihang Lin et al.