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This is the reading list for the survey "A Survey on the Optimization of LLM-based Agents ". We will keep adding papers and improving the list. Any suggestions and PRs are welcome!

94 12 Updated May 12, 2025

Must-read Papers on Large Language Model (LLM) Planning.

415 20 Updated Jul 4, 2024

Fully open reproduction of DeepSeek-R1

Python 24,441 2,249 Updated May 17, 2025

LLM for Scientific Research Survey

85 3 Updated Jan 22, 2025

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

Jupyter Notebook 10,966 1,590 Updated Apr 26, 2025

Agent Laboratory is an end-to-end autonomous research workflow meant to assist you as the human researcher toward implementing your research ideas

Python 4,412 636 Updated Mar 27, 2025
Python 128 18 Updated Mar 11, 2025
Python 3 Updated May 7, 2024

An AI personal tutor built with Llama 3.1

TypeScript 1,856 305 Updated Mar 31, 2025

Continuously updated list of related resources for generative LLMs like GPT and their analysis and detection.

219 13 Updated Apr 18, 2025

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Python 24,297 2,156 Updated May 2, 2025

[LAK25] Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs

Python 25 2 Updated Feb 22, 2025

A benchmark for spaced repetition schedulers/algorithms

Jupyter Notebook 99 13 Updated May 16, 2025

Code for the paper `Text Classification via Large Language Models`.

Python 82 10 Updated Jul 13, 2023

NLP tool for scraping text from a corpus of PDF files, embedding the sentences in the text and finding semantically similar sentences to a given search query.

Python 35 5 Updated Jun 22, 2022
Python 38 17 Updated Feb 11, 2024

Contrastive supervised training for authorship attribution (AACL-IJCNLP 2022)

Python 6 1 Updated Dec 5, 2022

A unified evaluation framework for large language models

Python 2,611 196 Updated Apr 29, 2025

Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"

Python 38 Updated Jun 7, 2024
Python 46 1 Updated Sep 5, 2024

雅思词汇真经、雅思语法、听力 179、阅读 538 同义替换等。Everything during preparing for my IELTS exam.

Vue 506 87 Updated Mar 3, 2025

雅思真经词汇表

HTML 17 2 Updated Dec 19, 2023

Guideline following Large Language Model for Information Extraction

Python 371 26 Updated Oct 27, 2024
TeX 28 8 Updated Aug 29, 2024

leaked prompts of GPTs

29,812 4,047 Updated Sep 27, 2024

Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch

Python 69 22 Updated Oct 25, 2024

Srouce code for SIGIR 2023 paper

Python 22 1 Updated Jul 31, 2023

开源SFT数据集整理,随时补充

513 41 Updated Jun 2, 2023
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