2025 "supervised fine-tuning" Papers
15 papers found
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
Zhepei Wei, Wei-Lin Chen, Yu Meng
ICLR 2025posterarXiv:2406.13629
70
citations
Logical Consistency of Large Language Models in Fact-Checking
Bishwamittra Ghosh, Sarah Hasan, Naheed Anjum Arafat et al.
ICLR 2025posterarXiv:2412.16100
15
citations
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
Wang Yang, Zirui Liu, Hongye Jin et al.
NeurIPS 2025posterarXiv:2505.17315
3
citations
Multi-Token Prediction Needs Registers
Anastasios Gerontopoulos, Spyridon Gidaris, Nikos Komodakis
NeurIPS 2025posterarXiv:2505.10518
4
citations
Preserving Diversity in Supervised Fine-Tuning of Large Language Models
Ziniu Li, Congliang Chen, Tian Xu et al.
ICLR 2025posterarXiv:2408.16673
33
citations
Reinforcement Learning with Backtracking Feedback
Bilgehan Sel, Vaishakh Keshava, Phillip Wallis et al.
NeurIPS 2025poster
RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics
Enshen Zhou, Jingkun An, Cheng Chi et al.
NeurIPS 2025posterarXiv:2506.04308
51
citations
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics
Dongyoung Kim, Huiwon Jang, Sumin Park et al.
NeurIPS 2025posterarXiv:2506.00070
9
citations
Steering Information Utility in Key-Value Memory for Language Model Post-Training
Chunyuan Deng, Ruidi Chang, Hanjie Chen
NeurIPS 2025posterarXiv:2507.05158
The Promise of RL for Autoregressive Image Editing
Saba Ahmadi, Rabiul Awal, Ankur Sikarwar et al.
NeurIPS 2025posterarXiv:2508.01119
2
citations
Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
Gouki Minegishi, Hiroki Furuta, Takeshi Kojima et al.
NeurIPS 2025posterarXiv:2506.05744
13
citations
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
Jiaru Zou, Yikun Ban, Zihao Li et al.
NeurIPS 2025spotlightarXiv:2505.16270
10
citations
Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs
Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang et al.
ICLR 2025posterarXiv:2412.13337
30
citations
WebDancer: Towards Autonomous Information Seeking Agency
Jialong Wu, Baixuan Li, Runnan Fang et al.
NeurIPS 2025posterarXiv:2505.22648
81
citations
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
Ailin Deng, Tri Cao, Zhirui Chen et al.
CVPR 2025posterarXiv:2503.02199
33
citations