Objective Soups: Multilingual Multi-Task Modeling for Speech ProcessingA SaifLisha Chenet al.2025NeurIPS 2025
Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model PerformanceAladin DjuheraSwanand Ravindra Kadheet al.2025NeurIPS 2025
KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample ComplexityGholamali AminianAmir R Asadiet al.2025NeurIPS 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram GenerationBasel ShbitaFarhan Ahmedet al.2025NeurIPS 2025
Geospatial Chain of Thought Reasoning for Enhanced Visual Question Answering on Satellite ImageryShambhavi ShankerManikandan Padmanabanet al.2025NeurIPS 2025
Language Model Enabled Structure Prediction from Infrared Spectra of MixturesMarvin AlbertsFilippo Ficarraet al.2025NeurIPS 2025
Representation Similarity Reveals Implicit Layer Grouping in Neural NetworksTian GaoAmit Dhurandharet al.2025NeurIPS 2025
Accelerating Material Discovery for Metal Organic Frameworks using Large Language ModelsSultan AlrowiliMathan Kumar Eswaranet al.2025NeurIPS 2025
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization DatasetsAladin DjuheraFarhan Ahmedet al.2025NeurIPS 2025