conftrace_

supervised fine-tuning

381 papers

Explore in graph

Also known as

SFT

Co-occurring keywords

large language model (13587) reinforcement learning (4352) direct preference optimization (332) reinforcement learning from human feedback (278) preference optimization (302) language model (4599) instruction tuning (838) chain-of-thought reasoning (551) knowledge distillation (3725) machine translation (2499)

Papers

When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025
EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025
Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025
Logits-Based Finetuning EMNLP 2025
Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025
Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference EMNLP 2025
Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025
MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025
The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT EMNLP 2025
PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving EMNLP 2025
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs EMNLP 2025
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality EMNLP 2025
Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025
Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision EMNLP 2025
EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025
VisionArena: 230k Real World User-VLM Conversations with Preference Labels CVPR 2025
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025
Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025
SYSTRAN @ WMT 2025 General Translation Task EMNLP 2025
From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task EMNLP 2025
SH at WMT25 General Machine Translation Task EMNLP 2025
NTTSU at WMT2025 General Translation Task EMNLP 2025
Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models AAAI 2025
VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning AAAI 2025