Northeastern Uni at Multilingual Counterspeech Generation: Enhancing Counter Speech Generation with LLM Alignment through Direct…
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Responseby Junyu Luo, Xiao Luo,…
Language Models as Continuous Self-Evolving Data Engineersby Peidong Wang, Ming Wang, Zhiming Ma, Xiaocui Yang,…
OG-RAG: Ontology-Grounded Retrieval-Augmented Generation For Large Language Modelsby Kartik Sharma, Peeyush Kumar, Yunqing LiFirst submitted…
CareBot: A Pioneering Full-Process Open-Source Medical Language Modelby Lulu Zhao, Weihao Zeng, Xiaofeng Shi, Hua…
All-in-One Tuning and Structural Pruning for Domain-Specific LLMsby Lei Lu, Zhepeng Wang, Runxue Bao, Mengbing…
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Studyby…
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimizationby Jiayi Wu, Hengyi Cai, Lingyong Yan, Hao Sun,…
Learning to Generate Research Idea with Dynamic Controlby Ruochen Li, Liqiang Jing, Chi Han, Jiawei…
LIFT: Improving Long Context Understanding Through Long Input Fine-Tuningby Yansheng Mao, Jiaqi Li, Fanxu Meng,…