KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
- Gholamali Aminian
- Amir R Asadi
- et al.
- 2025
- NeurIPS 2025
Publications
752 results for Natural Language Processing
Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models
- Aleksandar Terzic
- Nicolas Menet
- et al.
- 2025
- NeurIPS 2025
Quantum Doubly Stochastic Transformers
- Jannis Born
- Filip Skogh
- et al.
- 2025
- NeurIPS 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation
- Basel Shbita
- Farhan Ahmed
- et al.
- 2025
- NeurIPS 2025
Agentic AI for Simulations Workflows
- Vadim Elisseev
- Robert Firth
- et al.
- 2025
- SC 2025
Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation
- Noy Sternlicht
- Ariel Gera
- et al.
- 2025
- EMNLP 2025
Multi-Domain Explainability of Preferences
- Nitay Calderon
- Liat Ein-Dor
- et al.
- 2025
- EMNLP 2025
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning
- Massimiliano Pronesti
- Michela Lorandi
- et al.
- 2025
- EMNLP 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher Task
- Vashu Chauhan
- Shobhit Raj
- et al.
- 2025
- EMNLP 2025
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers
- Navve Wasserman
- Oliver Heinimann
- et al.
- 2025
- EMNLP 2025