dongguanting / In-Context-Learning_PaperListLinks
Paper List for In-context Learning 🌷
☆188Updated last year
Alternatives and similar repositories for In-Context-Learning_PaperList
Users that are interested in In-Context-Learning_PaperList are comparing it to the libraries listed below
Sorting:
- Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.☆286Updated 2 years ago
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆285Updated 2 years ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆470Updated 10 months ago
- Paper collections of retrieval-based (augmented) language model.☆232Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆166Updated last year
- A paper & resource list of large language models, including course, paper, demo, figures☆200Updated 2 years ago
- A paper list about diffusion models for natural language processing.☆182Updated 2 years ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆41Updated 2 years ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆386Updated last year
- The related works and background techniques about Openai o1☆221Updated 10 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆340Updated last year
- [SIGIR'24] The official implementation code of MOELoRA.☆185Updated last year
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆408Updated 5 months ago
- ☆174Updated last year
- A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey"…☆81Updated 2 years ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆506Updated last year
- Paper List for In-context Learning 🌷☆871Updated last year
- Papers & Works for large languange models (OpenAI GPT-4, Meta Llama, etc.).☆317Updated 2 weeks ago
- [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models☆212Updated last year
- Must-read papers, related blogs and API tools on the pre-training and tuning methods for ChatGPT.☆323Updated 2 years ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆388Updated 10 months ago
- Paper List for a new paradigm of NLP: Interactive NLP (https://arxiv.org/abs/2305.13246)☆216Updated 2 years ago
- ☆146Updated last year
- A collection of survey papers and resources related to Large Language Models (LLMs).☆40Updated last year
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆541Updated 3 years ago
- ☆192Updated last year
- LLM hallucination paper list☆327Updated last year
- Fantastic Data Engineering for Large Language Models☆92Updated 11 months ago
- AI Alignment: A Comprehensive Survey☆136Updated 2 years ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆148Updated last year