conftrace_

rejection sampling

69 papers

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RS

Co-occurring keywords · papers mentioning both

large language model (11) markov chain monte carlo (6) importance sampling (5) sampling algorithm (4) supervised fine-tuning (4) monte carlo tree search (4) variational inference (4) generative model (3) determinantal point process (3) reinforcement learning from human feedback (3)

Papers

Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection CVPR 2026 AlignCultura: Towards Culturally Aligned Large Language Models? ACL 2026 FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction AAAI 2026 Implicit Variational Rejection Sampling UAI 2026 Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories ACL 2026 Observations and Remedies for Large Language Model Bias in Self-Consuming Performative Loop ACL 2026 When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors ACL 2026 AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025 A Systematic Examination of Preference Learning through the Lens of Instruction-Following NAACL 2025 Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025 CASAGPT: Cuboid Arrangement and Scene Assembly for Interior Design CVPR 2025 Cost-aware simulation-based inference AISTATS 2025 Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025 Evaluating Design Choices in Verifiable Generation with Open-source Models NAACL 2025 FastMCTS: A Simple Sampling Strategy for Data Synthesis ACL 2025 Guaranteed Generation from Large Language Models ICLR 2025 Learning and Evaluating Factual Clarification Question Generation Without Examples ACL 2025 OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling ICML 2025 Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs ICLR 2025 Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025 ROPO: Robust Preference Optimization for Large Language Models ICML 2025 Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models ICLR 2025 SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025 START: Self-taught Reasoner with Tools EMNLP 2025 The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ACL 2025