dongguanting / In-Context-Learning_PaperListLinks
Paper List for In-context Learning 🌷
☆183Updated 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.☆284Updated last year
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆280Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆164Updated last year
- The related works and background techniques about Openai o1☆221Updated 4 months ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆41Updated last year
- Paper collections of retrieval-based (augmented) language model.☆232Updated last year
- A paper list about diffusion models for natural language processing.☆182Updated last year
- ☆141Updated last year
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆449Updated 4 months ago
- ☆174Updated 10 months ago
- A paper & resource list of large language models, including course, paper, demo, figures☆199Updated last year
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆339Updated last year
- Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat☆115Updated last year
- ☆81Updated last year
- [SIGIR'24] The official implementation code of MOELoRA.☆167Updated 10 months ago
- [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models☆206Updated last year
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆368Updated 8 months ago
- A collection for math word problem (MWP) works, including datasets, algorithms and so on.☆42Updated 11 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆264Updated 8 months ago
- ☆42Updated 3 months ago
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆529Updated 3 years ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆368Updated 4 months ago
- MEASURING MASSIVE MULTITASK CHINESE UNDERSTANDING☆87Updated last year
- Dataset and evaluation script for "Evaluating Hallucinations in Chinese Large Language Models"☆128Updated 11 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆450Updated 7 months ago
- llama2 finetuning with deepspeed and lora☆174Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆140Updated 3 weeks ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆178Updated 6 months ago
- A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey"…☆80Updated last year
- Code for a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models☆62Updated 3 months ago