Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".
☆165May 7, 2024Updated last year
Alternatives and similar repositories for Faithful-COT
Users that are interested in Faithful-COT are comparing it to the libraries listed below
Sorting:
- ☆88Jun 1, 2023Updated 2 years ago
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆32Jun 13, 2024Updated last year
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆567Nov 13, 2023Updated 2 years ago
- ☆19Nov 7, 2022Updated 3 years ago
- ☆158Mar 18, 2023Updated 2 years ago
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆254Oct 31, 2023Updated 2 years ago
- The official implemetation of "Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks" (NAACL 2022).☆44Dec 25, 2022Updated 3 years ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆999May 21, 2025Updated 9 months ago
- ☆102Dec 7, 2023Updated 2 years ago
- Probabilistic LLM evaluations. [CogSci2023; ACL2023]☆73Jul 27, 2024Updated last year
- 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
- paper list on reasoning in NLP☆195Apr 7, 2025Updated 11 months ago
- Large Language Models Are Reasoning Teachers (ACL 2023)☆344Mar 7, 2025Updated last year
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆21Jul 9, 2023Updated 2 years ago
- NaturalProver: Grounded Mathematical Proof Generation with Language Models☆39Mar 24, 2023Updated 2 years ago
- ☆74Apr 27, 2024Updated last year
- Progressive Prompts: Continual Learning for Language Models☆98Apr 24, 2023Updated 2 years ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆270Sep 12, 2024Updated last year
- This is the official implementation of "Progressive-Hint Prompting Improves Reasoning in Large Language Models"☆209Oct 11, 2023Updated 2 years ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆65Feb 13, 2023Updated 3 years ago
- GenRM-CoT: Data release for verification rationales☆68Oct 16, 2024Updated last year
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,101Oct 5, 2023Updated 2 years ago
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆90Jul 5, 2023Updated 2 years ago
- implementation of paper "Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners"☆20Aug 17, 2023Updated 2 years ago
- Supporting code for ReCEval paper☆31Sep 14, 2024Updated last year
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,766Aug 4, 2024Updated last year
- ☆282Jan 6, 2025Updated last year
- Expanding natural instructions☆1,035Dec 11, 2023Updated 2 years ago
- Data and Code for Program of Thoughts [TMLR 2023]☆306May 15, 2024Updated last year
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆129Jul 26, 2023Updated 2 years ago
- PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an…☆286Oct 20, 2022Updated 3 years ago
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆32Apr 20, 2024Updated last year
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆164Oct 4, 2023Updated 2 years ago
- Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"☆250May 7, 2024Updated last year
- Official implementation of TBA for async LLM post-training.☆29Nov 5, 2025Updated 4 months ago
- [EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Ut…☆23Dec 4, 2024Updated last year
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- ☆139Nov 3, 2023Updated 2 years ago
- ☆101Dec 22, 2023Updated 2 years ago