thunlp / DeltaPapersLinks
Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.
β286Updated 2 years ago
Alternatives and similar repositories for DeltaPapers
Users that are interested in DeltaPapers are comparing it to the libraries listed below
Sorting:
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)β541Updated 3 years ago
- Paper List for In-context Learning π·β188Updated last year
- ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Modelβ¦β272Updated 3 years ago
- Papers and Datasets on Instruction Tuning and Following. β¨β¨β¨β505Updated last year
- Paper collections of retrieval-based (augmented) language model.β232Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learningβ167Updated last year
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or lβ¦β285Updated 2 years ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`β203Updated 3 months ago
- β351Updated 4 years ago
- Paper List for In-context Learning π·β871Updated last year
- [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Modelsβ212Updated last year
- A paper & resource list of large language models, including course, paper, demo, figuresβ200Updated 2 years ago
- Papers & Works for large languange models (OpenAI GPT-4, Meta Llama, etc.).β317Updated 3 weeks ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuningβ506Updated last year
- A paper list about diffusion models for natural language processing.β182Updated 2 years ago
- β192Updated last year
- Must-read Papers on Large Language Model (LLM) Continual Learningβ148Updated 2 years ago
- Must-read papers, related blogs and API tools on the pre-training and tuning methods for ChatGPT.β324Updated 2 years ago
- π[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERTβ192Updated 2 years ago
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)β1,037Updated last year
- Paper List for a new paradigm of NLP: Interactive NLP (https://arxiv.org/abs/2305.13246)β216Updated 2 years ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>β340Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuningβ284Updated 2 years ago
- Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022β63Updated 3 years ago
- [SIGIR'24] The official implementation code of MOELoRA.β185Updated last year
- β321Updated last year
- A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.β314Updated 2 years ago
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"β242Updated 2 years ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Modelsβ267Updated last year
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Futureβ474Updated 10 months ago