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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!
Must-read Papers on Large Language Model (LLM) Planning.
Fully open reproduction of DeepSeek-R1
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
Agent Laboratory is an end-to-end autonomous research workflow meant to assist you as the human researcher toward implementing your research ideas
An AI personal tutor built with Llama 3.1
Continuously updated list of related resources for generative LLMs like GPT and their analysis and detection.
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
[LAK25] Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs
A benchmark for spaced repetition schedulers/algorithms
Code for the paper `Text Classification via Large Language Models`.
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.
Contrastive supervised training for authorship attribution (AACL-IJCNLP 2022)
A unified evaluation framework for large language models
Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"
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.
Guideline following Large Language Model for Information Extraction
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch