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

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning AAAI 2026

Learning Diverse Responses with Prefix-Conditioned Supervised Fine-Tuning ACL 2026

AMIYA Shared Task: Arabic Modeling In Your Accent at VarDial 2026 EACL 2026

S2D-Align: Shallow-to-Deep Auxiliary Learning for Anatomically-Grounded Radiology Report Generation AAAI 2026

A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics AAAI 2026

ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking AAAI 2026

Benchmarking and Mitigating the Impact of Noisy User Prompts in Medical VLMs via Cross-Modal Reflection EACL 2026

Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models EACL 2026

TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment AAAI 2026

CR³: Boosting Compositional Reasoning in MLLMs Through Rule-Based Reinforcement Learning AAAI 2026

Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026

Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training AAAI 2026

Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following AAAI 2026

BIRDTurk: Adaptation of the BIRD Text-to-SQL Dataset to Turkish EACL 2026

When the Model Said ‘No Comment’, We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified EACL 2026

Incentivizing Strong Reasoning from Weak Supervision EACL 2026

Complexity-aware fine-tuning EACL 2026

Comprehensive Study of Bilingual and Multi-category Instruction Pre-training EACL 2026

Towards Simulating Social Media Users with LLMs: Evaluating the Operational Validity of Conditioned Comment Prediction EACL 2026

FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation AAAI 2026

DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation AAAI 2026

ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data AAAI 2026

Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026

PoeTone: A Framework for Constrained Generation of Structured Chinese Songci with LLMs AAAI 2026

DecIF: Improving Instruction-Following through Decomposition ACL 2026