thunlp / PromptPapersLinks
Must-read papers on prompt-based tuning for pre-trained language models.
☆4,278Updated 2 years ago
Alternatives and similar repositories for PromptPapers
Users that are interested in PromptPapers are comparing it to the libraries listed below
Sorting:
- An Open-Source Framework for Prompt-Learning.☆4,724Updated last year
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,067Updated last year
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆1,035Updated last year
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,055Updated last year
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆946Updated last year
- Toolkit for creating, sharing and using natural language prompts.☆2,937Updated last year
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,601Updated 11 months ago
- A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.☆935Updated 2 years ago
- Must-read Papers on pre-trained language models.☆3,362Updated 2 years ago
- Paper List for In-context Learning 🌷☆862Updated 11 months ago
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,771Updated last month
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆1,934Updated last year
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,745Updated 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…☆2,770Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,618Updated 2 years ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,482Updated 2 years ago
- AutoPrompt: Automatic Prompt Construction for Masked Language Models.☆631Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,203Updated last year
- TextBox 2.0 is a text generation library with pre-trained language models☆1,094Updated 2 years ago
- A PyTorch-based knowledge distillation toolkit for natural language processing☆1,678Updated 2 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆728Updated 3 years ago
- Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo☆3,086Updated last year
- 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 …☆1,043Updated 10 months ago
- Instruction Tuning with GPT-4☆4,329Updated 2 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,831Updated 2 years 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☆1,163Updated last year
- Summarization Papers☆1,014Updated 2 years ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,564Updated 3 months ago
- Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.☆3,136Updated last year
- ☆1,307Updated last year