[AAAI 2025] "Eliciting Causal Abilities in Large Language Models for Reasoning Tasks"

[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"

[AAAI 2025] "Eliciting Causal Abilities in Large Language Models for Reasoning Tasks"

[COLING 2025] "Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models"

SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)

[NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"

Next-Token Prediction is All You Need

The repository for paper "Mind the gap between prototypes and images in cross-domain finetuning" accepted by NeurIPS'24.

[NeurIPS 2024] "Mind the Gap between Prototypes and Images in Cross-domain Finetuning"

Self-playing Adversarial Language Game Enhances LLM Reasoning, NeurIPS 2024

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models

The repository is for safe reinforcement learning baselines.

A list of free LLM inference resources accessible via API.

[NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

A suite of open-ended, non-imitative tasks involving generalizable skills for large language model chatbots and agents to enable bootstrapped recursive self-improvement and an unambiguous AGI.

(ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

The interactive graphing library for Python ✨ This project now includes Plotly Express!

🐫 CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. https://www.camel-ai.org

A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

paper list on reasoning in NLP

A curated list of Large Language Model (LLM) Interpretability resources.

[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"

[ICML 2024] Official repository for "Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models"

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting