Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
- Isha Puri
- Shivchander Sudalairaj
- et al.
- 2025
- NeurIPS 2025
Conference paper
Publications
698 results for Generative AI
BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
- Anna Sokol
- Elizabeth Daly
- et al.
- 2025
- NeurIPS 2025
Conference paperRL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
- Kaiwen Zha
- Zhengqi Gao
- et al.
- 2025
- NeurIPS 2025
Conference paperFixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2025
- NeurIPS 2025
Conference paperActivated LoRA: Fine-tuned LLMs for Intrinsics
- Kristjan Greenewald
- Luis Lastras
- et al.
- 2025
- NeurIPS 2025
Conference paperMusings on AI Muses: Support for Human Creativity
- John Richards
- Jacquelyn Martino
- et al.
- 2025
- NeurIPS 2025
PaperAccelerating Material Discovery for Metal Organic Frameworks using Large Language Models
- Sultan Alrowili
- Mathan Kumar Eswaran
- et al.
- 2025
- NeurIPS 2025
Workshop paperMermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation
- Basel Shbita
- Farhan Ahmed
- et al.
- 2025
- NeurIPS 2025
Workshop paperVerifiable Chemical Reasoning through Tool-Calling Agentic Workflow
- Gabrielle Gaudeau
- Shinnosuke Tanaka
- et al.
- 2025
- NeurIPS 2025
Workshop paperQuantifying policy uncertainty in generative flow networks with uncertain rewards
- Ramon Nartallo-kaluarachchi
- Robert Manson Sawko
- et al.
- 2025
- NeurIPS 2025
Workshop paper