Summary of Decoupled Alignment For Robust Plug-and-play Adaptation, by Haozheng Luo et al.
Decoupled Alignment for Robust Plug-and-Play Adaptationby Haozheng Luo, Jiahao Yu, Wenxin Zhang, Jialong Li, Jerry…
Summary of Honestllm: Toward An Honest and Helpful Large Language Model, by Chujie Gao et al.
HonestLLM: Toward an Honest and Helpful Large Language Modelby Chujie Gao, Siyuan Wu, Yue Huang,…
Summary of Longskywork: a Training Recipe For Efficiently Extending Context Length in Large Language Models, by Liang Zhao et al.
LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Modelsby Liang Zhao,…
Summary of Adaptive Activation Steering: a Tuning-free Llm Truthfulness Improvement Method For Diverse Hallucinations Categories, by Tianlong Wang et al.
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categoriesby Tianlong Wang,…
Summary of Aligning Llms Through Multi-perspective User Preference Ranking-based Feedback For Programming Question Answering, by Hongyu Yang et al.
Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answeringby Hongyu Yang, Liyang…
Summary of Enhancing Vision Models For Text-heavy Content Understanding and Interaction, by Adithya Tg et al.
Enhancing Vision Models for Text-Heavy Content Understanding and Interactionby Adithya TG, Adithya SK, Abhinav R…
Summary of Towards Ontology-enhanced Representation Learning For Large Language Models, by Francesco Ronzano and Jay Nanavati
Towards Ontology-Enhanced Representation Learning for Large Language Modelsby Francesco Ronzano, Jay NanavatiFirst submitted to arxiv…
Summary of Unveiling the Impact Of Coding Data Instruction Fine-tuning on Large Language Models Reasoning, by Xinlu Zhang et al.
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoningby Xinlu Zhang,…
Summary of Noiseboost: Alleviating Hallucination with Noise Perturbation For Multimodal Large Language Models, by Kai Wu et al.
NoiseBoost: Alleviating Hallucination with Noise Perturbation for Multimodal Large Language Modelsby Kai Wu, Boyuan Jiang,…
Summary of Robo-instruct: Simulator-augmented Instruction Alignment For Finetuning Codellms, by Zichao Hu et al.
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning CodeLLMsby Zichao Hu, Junyi Jessy Li, Arjun Guha, Joydeep…