conftrace_

preference fine-tuning

8 papers

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Co-occurring keywords · papers mentioning both

direct preference optimization (4) large language model (2) vision-language model (2) chest x-ray radiology (1) report generation (1) multi-agent system (1) categorical distribution (1) knowledge drift (1) human-like writing (1) likelihood (1)

Papers

Polyglots or Multitudes? Multilingual LLM Answers to Value-laden Multiple-Choice Questions EACL 2026 WRitEer: A Multi-Objective, Preference-Driven Multi-Agent Framework for Human-Like Advanced Text Generation AAAI 2026 Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025 Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning ACL 2025 CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ACL 2025 Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ACL 2025 Self-Training Large Language Models for Tool-Use Without Demonstrations NAACL 2025 Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data ICML 2024