reasoning

[ACL 2026 KnowFM] Awesome Agentic Deep Research Resources

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models

PyTorch Code for Energy-Based Transformers paper -- generalizable reasoning and scalable learning

Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026 Spotlight)

Explore the Multimodal “Aha Moment” on 2B Model

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

First Principles Framework (FPF): Pattern language and core specification for admissible action in problematic engineering, research, and mixed human/AI work.

[EMNLP 2025] Awesome RAG Reasoning Resources

Open-source generalized AI agent for everyday task automations.

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

Pixel-Level Reasoning Model trained with RL [NeuIPS25]

FireAct: Toward Language Agent Fine-tuning

Codebase of GRPO: Implementations and Resources of GRPO and Its Variants

Official repo for "GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization"

Train a Language Model with GRPO to create a schedule from a list of events and priorities

A comprehensive code domain benchmark review of LLM researches.

Enhancing LLMs with LoRA

Awesome LLM Papers and repos on very comprehensive topics.