joykirat18 / How-To-Think-Step-by-Step
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning
☆21Updated 5 months ago
Alternatives and similar repositories for How-To-Think-Step-by-Step:
Users that are interested in How-To-Think-Step-by-Step are comparing it to the libraries listed below
- Data and code for the Corr2Cause paper (ICLR 2024)☆93Updated 10 months ago
- Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator support…☆35Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆107Updated 7 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆72Updated 2 weeks ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated 11 months ago
- paper list on reasoning in NLP☆184Updated last year
- AbstainQA, ACL 2024☆25Updated 4 months ago
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆87Updated 6 months ago
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)☆48Updated last year
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆55Updated 2 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆50Updated 10 months ago
- ☆85Updated last year
- Companion code for FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models (ACL 2024)☆46Updated 4 months ago
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)☆35Updated last month
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆48Updated last year
- the instructions and demonstrations for building a formal logical reasoning capable GLM☆53Updated 5 months ago
- Official implementation of our paper "Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration".☆13Updated 3 months ago
- Code and data for "Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation" (EMNLP 2023)☆63Updated last year
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆28Updated 8 months ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆86Updated 9 months ago
- Code/data for MARG (multi-agent review generation)☆38Updated 3 months ago
- Evaluate the Quality of Critique☆35Updated 8 months ago
- Personality Alignment of Language Models☆21Updated 5 months ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆51Updated 8 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆84Updated 4 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- ☆64Updated 10 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆89Updated 6 months ago
- Code and data associated with the AmbiEnt dataset in "We're Afraid Language Models Aren't Modeling Ambiguity" (Liu et al., 2023)☆58Updated last year
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆71Updated 11 months ago