This repository contains a collection of papers and resources on Reasoning in Large Language Models.
☆572Nov 13, 2023Updated 2 years ago
Alternatives and similar repositories for LM-reasoning
Users that are interested in LM-reasoning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,009May 21, 2025Updated last year
- paper list on reasoning in NLP☆197Apr 7, 2025Updated last year
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,105Oct 5, 2023Updated 2 years ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,651Apr 20, 2026Updated 3 months ago
- Paper collection on building and evaluating language model agents via executable language grounding☆364Apr 29, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Paper List for In-context Learning 🌷☆876Oct 8, 2024Updated last year
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,776Aug 4, 2024Updated last year
- Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing☆286Aug 8, 2022Updated 3 years ago
- A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research …☆1,014Dec 16, 2024Updated last year
- A framework for human-readable prompt-based method with large language models. Specially designed for researchers. (Deprecated, check out…☆131Feb 25, 2023Updated 3 years ago
- A library for advanced large language model reasoning☆2,341Jun 10, 2025Updated last year
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆769Jul 20, 2023Updated 3 years ago
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆128Jul 26, 2023Updated 2 years ago
- Data and Code for Program of Thoughts [TMLR 2023]☆317May 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Synthetic question-answering dataset to formally analyze the chain-of-thought output of large language models on a reasoning task.☆165Sep 9, 2025Updated 10 months ago
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,323Jul 17, 2023Updated 3 years ago
- ☆923Jul 24, 2024Updated 2 years ago
- Paper collections of retrieval-based (augmented) language model.☆233May 24, 2024Updated 2 years ago
- MATCH-TUNING☆15Aug 6, 2022Updated 3 years ago
- The official repository for the paper "From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning".☆65Apr 18, 2023Updated 3 years ago
- The dataset and code for paper: TheoremQA: A Theorem-driven Question Answering dataset☆161Apr 23, 2024Updated 2 years ago
- Resource, Evaluation and Detection Papers for ChatGPT☆456Mar 21, 2024Updated 2 years ago
- ✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models☆657Jun 16, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".☆1,140Dec 23, 2023Updated 2 years ago
- Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)☆85Mar 20, 2023Updated 3 years ago
- Awesome papers on Language-Model-as-a-Service (LMaaS)☆545May 14, 2024Updated 2 years ago
- Data and code for the ICLR 2023 paper "Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning".☆165Dec 27, 2023Updated 2 years ago
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆169May 7, 2024Updated 2 years ago
- The project page for "SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables"☆23Dec 21, 2023Updated 2 years ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆573Oct 28, 2024Updated last year
- PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an…☆287Oct 20, 2022Updated 3 years ago
- PaL: Program-Aided Language Models (ICML 2023)☆525Jun 30, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"☆326Aug 25, 2023Updated 2 years ago
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆589Oct 3, 2023Updated 2 years ago
- AllenAI's post-training codebase☆3,808Updated this week
- Large Language Models Are Reasoning Teachers (ACL 2023)☆345Mar 7, 2025Updated last year
- Resources of deep learning for mathematical reasoning (DL4MATH).☆374Dec 22, 2023Updated 2 years ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆832Jun 5, 2026Updated last month
- Repository for Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts, EMNLP22☆19Jun 23, 2023Updated 3 years ago