junzhuang-code / LLMSurveySummary
A collection of survey papers and resources related to Large Language Models (LLMs).
☆39Updated 7 months ago
Related projects: ⓘ
- The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆62Updated 3 weeks ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆144Updated 7 months ago
- Awesome papers for role-playing with language models☆88Updated last month
- ☆71Updated 8 months ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆279Updated 2 months ago
- Do Large Language Models Know What They Don’t Know?☆84Updated 9 months ago
- Code for `Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum`☆16Updated 5 months ago
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation☆23Updated 3 months ago
- The awesome agents in the era of large language models☆48Updated 10 months ago
- ☆32Updated 8 months ago
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆27Updated 7 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆96Updated last week
- ☆14Updated last year
- ☆14Updated this week
- Controllable Text Generation for Large Language Models: A Survey☆89Updated 3 weeks ago
- [SIGIR'24] The official implementation code of MOELoRA.☆113Updated last month
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆61Updated last year
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆109Updated last week
- Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)☆42Updated 5 months ago
- Paper collections of retrieval-based (augmented) language model.☆228Updated 3 months ago
- ☆40Updated 8 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated 11 months ago
- EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration☆31Updated 6 months ago
- ☆57Updated last year
- ☆53Updated 5 months ago
- Offical github repository of paper ”ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models“☆10Updated 2 months ago
- Non-Autoregressive Math Word Problem Solver with Unified Tree Structure☆11Updated 8 months ago
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆55Updated 2 months ago
- A Neural-Symbolic Self-Training Framework☆95Updated last month
- A collection for math word problem (MWP) works, including datasets, algorithms and so on.☆28Updated 3 months ago