thunlp / PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
☆4,191Updated last year
Alternatives and similar repositories for PromptPapers:
Users that are interested in PromptPapers are comparing it to the libraries listed below
- An Open-Source Framework for Prompt-Learning.☆4,567Updated 9 months ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,033Updated last year
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆1,025Updated 7 months ago
- Toolkit for creating, sharing and using natural language prompts.☆2,827Updated last year
- Paper List for In-context Learning 🌷☆853Updated 6 months ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,545Updated 6 months ago
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,032Updated last year
- A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.☆930Updated 2 years ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆919Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,618Updated last year
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,734Updated last year
- Must-read Papers on pre-trained language models.☆3,361Updated 2 years ago
- A PyTorch-based knowledge distillation toolkit for natural language processing☆1,649Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆3,939Updated last week
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆1,813Updated last year
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,686Updated last week
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,718Updated 8 months ago
- Paper List for Contrastive Learning for Natural Language Processing☆554Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,863Updated last year
- Original Implementation of Prompt Tuning from Lester, et al, 2021☆677Updated last month
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,154Updated last year
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆952Updated 2 weeks ago
- MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers☆1,150Updated last year
- A modular RL library to fine-tune language models to human preferences☆2,301Updated last year
- Instruction Tuning with GPT-4☆4,301Updated last year
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,459Updated last month
- AutoPrompt: Automatic Prompt Construction for Masked Language Models.☆619Updated 8 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,055Updated last month
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,010Updated 5 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,728Updated last year