qianlima-lab / awesome-lifelong-llm-agentView external linksLinks
TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents
☆275Feb 5, 2026Updated last week
Alternatives and similar repositories for awesome-lifelong-llm-agent
Users that are interested in awesome-lifelong-llm-agent are comparing it to the libraries listed below
Sorting:
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆75May 30, 2025Updated 8 months ago
- [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…☆161May 30, 2025Updated 8 months ago
- [ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Increme…☆59Feb 1, 2025Updated last year
- [ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference☆24Dec 25, 2023Updated 2 years ago
- Official Implementation of MULTI-LANE (Multi Label class incremental learning via summarising pAtch tokeN Embeddings). Published in 3rd C…☆14Feb 20, 2025Updated 11 months ago
- [ACL 2025 Findings] Implicit Reasoning in Transformers is Reasoning through Shortcuts☆17Mar 11, 2025Updated 11 months ago
- Problem-Oriented Segmentation and Retrieval EMNLP 2024 Findings☆34Nov 12, 2024Updated last year
- Instruction Tuning in Continual Learning paradigm☆71Feb 5, 2025Updated last year
- The official implementation of Preference Data Reward-Augmentation.☆18May 1, 2025Updated 9 months ago
- LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks☆54Sep 28, 2025Updated 4 months ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆59May 9, 2025Updated 9 months ago
- Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)☆128Feb 10, 2025Updated last year
- A curated list of Continual Learning papers and BibTeX entries☆201Oct 21, 2024Updated last year
- XmodelLM☆38Nov 19, 2024Updated last year
- [EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"☆23Feb 9, 2023Updated 3 years ago
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆25Oct 6, 2025Updated 4 months ago
- A Comprehensive Library for Memory of LLM-based Agents.☆100May 13, 2025Updated 9 months ago
- Backtracing: Retrieving the Cause of the Query, EACL 2024 Long Paper, Findings.☆92Jul 21, 2024Updated last year
- (CVPR 2025) Official implementation to DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation which outperforms SOTA…☆26Aug 23, 2025Updated 5 months ago
- This repository collects awesome representative papers and resources for "From Pre-training to Post-training: A Survey on Time Series Fou…☆30Feb 1, 2026Updated 2 weeks ago
- This repository contains the code for the paper: SirLLM: Streaming Infinite Retentive LLM☆60May 28, 2024Updated last year
- A scikit-learn compatible Python package for GPU-accelerated computation of the signature kernel using CuPy.☆51Jun 6, 2025Updated 8 months ago
- Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"☆59Jan 5, 2026Updated last month
- AutoLibra: Metric Induction for Agents from Open-Ended Human Feedback☆17Oct 15, 2025Updated 4 months ago
- ☆11Mar 13, 2023Updated 2 years ago
- A PyTorch implementation of Knowledge Graph Embedding by Normalizing Flows.☆10Nov 22, 2022Updated 3 years ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆270Sep 18, 2025Updated 5 months ago
- Code for Parametric RAG, SIGIR 2025 Full Paper☆223May 1, 2025Updated 9 months ago
- ☆149Dec 7, 2024Updated last year
- Watermarking LLM papers up-to-date☆11Dec 17, 2023Updated 2 years ago
- PyTorch implementation of paper "Evolving Parameterized Prompt Memory for Continual Learning" in AAAI 2024 (Oral).☆14Apr 15, 2024Updated last year
- ☆13Aug 26, 2024Updated last year
- Code repository for the paper "The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Le…☆13Jan 16, 2025Updated last year
- [ACM MM 2022] Patch-based Knowledge Distillation for Lifelong Person Re-Identification☆10Apr 20, 2023Updated 2 years ago
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆69May 23, 2025Updated 8 months ago
- ☆12Jul 4, 2024Updated last year
- [arXiv 2025] "CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought"☆14Apr 3, 2025Updated 10 months ago
- MAKGED is the first multi-agent framework for collaborative error detection in knowledge graphs.☆30Jul 20, 2025Updated 6 months ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆516Dec 23, 2025Updated last month