AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

2 papers

Preprint2024

Monte Carlo Tree Self-refine

Unknown

Integrates LLMs with Monte Carlo Tree Search to iteratively refine mathematical reasoning via self-evaluation and backpropagation.

0Jun 1, 2024Reasoning

arXiv

Preprint2025

mmE5

Unknown

mmE5 is a multimodal multilingual embedding model trained on synthetic data via a framework that ensures broad task/language coverage, robust cross-modal alignment, and high fidelity through self-evaluation and refinement.

0Feb 1, 2025MultimodalAlignment