conftrace_

supervised fine-tuning

381 papers

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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

MPL: Multiple Programming Languages with Large Language Models for Information Extraction ACL 2025
Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs ICCV 2025
YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation ACL 2025
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation AAAI 2025
Words or Vision: Do Vision-Language Models Have Blind Faith in Text? CVPR 2025
BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025
MM-IFEngine: Towards Multimodal Instruction Following ICCV 2025
ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025
ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025
Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025
Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits EMNLP 2025
Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP 2025
Through the Valley: Path to Effective Long CoT Training for Small Language Models EMNLP 2025
Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025
Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning EMNLP 2025
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025
How to Train Long-Context Language Models (Effectively) ACL 2025
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models EMNLP 2025
Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025
Structure Trumps Size: Rethinking Data Quality for LLM Reasoning EMNLP 2025