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llm-reasoning

Here are 9 public repositories matching this topic...

YangLing0818 / buffer-of-thought-llm

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

large-language-models chain-of-thought-reasoning retrieval-augmented-generation llm-reasoning

Updated Oct 28, 2024
Python

IAAR-Shanghai / Awesome-Attention-Heads

An awesome repository & A comprehensive survey on interpretability of LLM attention heads.

awesome survey transformer gpt attention-mechanism research-paper circuit-analysis interpretability cognitive-neuroscience visualization-tools large-language-models llm chain-of-thought llm-reasoning machine-psychology attention-head-mining

Updated Nov 7, 2024
TeX

yinizhilian / ICLR2024-Papers-with-Code

ICLR 2024 论文和开源项目合集

python machine-learning transformer gpt nlp-machine-learning nlp-keywords-extraction iclr2021 paperwithcode iclr2022 llms iclr2023 llm-agent llm-training gemmini llm-framework iclr2024 llm-reasoning llama3 deep-learning-paper

Updated May 19, 2024

YangLing0818 / SuperCorrect-llm

SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights

reflection dpo llm llm-reasoning

Updated Oct 14, 2024
Python

UKPLab / emnlp2024-code-prompting

Code Prompting Elicits Conditional Reasoning Abilities in Text Code LLMs. EMNLP 2024

openai gpt reasoning conditional-reasoning large-language-models llm llms program-aided-language-model code-prompting llm-reasoning

Updated Oct 4, 2024
Python

bowen-upenn / llm_token_bias

[EMNLP 2024] This is the official implementation of the paper "A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners" in PyTorch.

logical-reasoning large-language-models llm llm-evaluation llm-reasoning token-bias

Updated Nov 4, 2024
Python

Cristian-Curaba / CryptoFormalEval

We introduce a benchmark for testing how well LLMs can find vulnerabilities in cryptographic protocols. By combining LLMs with symbolic reasoning tools like Tamarin, we aim to improve the efficiency and thoroughness of protocol analysis, paving the way for future AI-powered cybersecurity defenses.

cryptography communication-protocol evaluation vulnerability-detection llm-reasoning llm-benchmarking llm-based-agents

Updated Nov 4, 2024
Haskell

yahskapar / LLMs-and-Probabilistic-Reasoning

Data and software artifacts for the EMNLP 2024 (Main) paper "What Are the Odds? Language Models Are Capable of Probabilistic Reasoning"

benchmarking distributions fewshot zeroshot probabilistic-reasoning llm numerical-reasoning llms llm-reasoning emnlp2024 health-reasoning finance-reasoning climate-reasoning

Updated Sep 30, 2024
Jupyter Notebook

kang-ml / chain_of_thought_with_guidance

Implement CoT using guidance-ai

chain-of-thought llm-reasoning guidance-ai

Updated Oct 7, 2024
Python

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