conftrace_

rejection sampling

52 papers

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Also known as

RS

Co-occurring keywords

large language model (13587) markov chain monte carlo (725) sampling algorithm (130) monte carlo tree search (271) importance sampling (318) supervised fine-tuning (381) generative model (2892) variational inference (2069) low-rank kernel (2) matrix permanent (5)

Papers

FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction AAAI 2026
When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors ACL 2026
Observations and Remedies for Large Language Model Bias in Self-Consuming Performative Loop ACL 2026
Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories ACL 2026
AlignCultura: Towards Culturally Aligned Large Language Models? ACL 2026
Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025
A Systematic Examination of Preference Learning through the Lens of Instruction-Following NAACL 2025
Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025
The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ACL 2025
FastMCTS: A Simple Sampling Strategy for Data Synthesis ACL 2025
AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 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
Learning and Evaluating Factual Clarification Question Generation Without Examples ACL 2025
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025
START: Self-taught Reasoner with Tools EMNLP 2025
CASAGPT: Cuboid Arrangement and Scene Assembly for Interior Design CVPR 2025
Optimal Budgeted Rejection Sampling for Generative Models AISTATS 2024
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024
Reparameterized Variational Rejection Sampling AISTATS 2024
RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models NAACL 2024
A Faster Sampler for Discrete Determinantal Point Processes AISTATS 2023
Faster Relative Entropy Coding with Greedy Rejection Coding NIPS 2023
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ACL 2023
A Faster Practical Approximation Scheme for the Permanent AAAI 2023