teacherpeterpan / Logic-LLM
The project page for "LOGIC-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning"
☆305Updated 9 months ago
Alternatives and similar repositories for Logic-LLM:
Users that are interested in Logic-LLM are comparing it to the libraries listed below
- Codes and Data for ACL 2024 Paper "Faithful Logical Reasoning via Symbolic Chain-of-Thought".☆181Updated 9 months ago
- Data and Code for Program of Thoughts (TMLR 2023)☆264Updated 10 months ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆261Updated 11 months ago
- Synthetic question-answering dataset to formally analyze the chain-of-thought output of large language models on a reasoning task.☆139Updated 5 months ago
- Official implementation of paper "Cumulative Reasoning With Large Language Models" (https://arxiv.org/abs/2308.04371)☆291Updated 6 months ago
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆204Updated 2 years ago
- ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate☆417Updated last year
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆293Updated 10 months ago
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆157Updated 10 months ago
- ☆131Updated last year
- 🔗 LINC: Logical Inference via Neurosymbolic Computation [EMNLP2023]☆64Updated last year
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆236Updated last year
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆198Updated 9 months ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆254Updated last year
- The dataset and code for paper: TheoremQA: A Theorem-driven Question Answering dataset☆157Updated 11 months ago
- [ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"☆311Updated last year
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆260Updated 10 months ago
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆150Updated last year
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆238Updated 5 months ago
- Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents☆122Updated 9 months ago
- ☆172Updated last year
- Paper collection on building and evaluating language model agents via executable language grounding☆348Updated 11 months ago
- [NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents☆315Updated 6 months ago
- paper list on reasoning in NLP☆185Updated last year
- Mass-editing thousands of facts into a transformer memory (ICLR 2023)☆471Updated last year
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆135Updated 3 weeks ago
- Code and data for "Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs"☆462Updated last year
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆335Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆134Updated last month
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆514Updated 2 months ago