survey
Tracked open-source repos tagged survey, sorted by stars.
- #31
[TKDE2025] Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on large language model-based text-to-SQL.
★ 1,359+1Star change over the last 7 days - #32
A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"
★ 1,355+4Star change over the last 7 days - #33
Large Language Model based Multi-Agents: A Survey of Progress and Challenges (In IJCAI 2024)
★ 1,309+2Star change over the last 7 days - #34
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
★ 1,306+1Star change over the last 7 days - #35
[TMLR 2024] Efficient Large Language Models: A Survey
★ 1,257+0Star change over the last 7 days - #36
Must-read Papers on Knowledge Editing for Large Language Models.
★ 1,246-1Star change over the last 7 days - #37
为企业提供「免费」表单问卷能力,「开箱即用」快速赋能业务 A questionnaire system that can be privatized and deployed - 填鸭表单问卷系统(tduck-survey-form)表单系统-问卷系统
★ 1,243+1Star change over the last 7 days - #38
Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas
★ 1,068+1Star change over the last 7 days - #39
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
★ 1,025+2Star change over the last 7 days - #40
[ACL 2023] Reasoning with Language Model Prompting: A Survey
★ 1,007+1Star change over the last 7 days - #41
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)
★ 999+1Star change over the last 7 days - #42
A Survey on Large Language Model-Based Game Agents (ACM CSUR)
★ 959+5Star change over the last 7 days - #43
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
★ 863+0Star change over the last 7 days - #44★ 839+1Star change over the last 7 days
- #45
[TMLR 2025🔥] A survey for the autoregressive models in vision.
★ 808+1Star change over the last 7 days - #46
Create conversational conditional-logic forms with Vue.js.
★ 807-2Star change over the last 7 days - #47
[ArXiv 2025] A survey about controllable video generation: This repo is the official awesome of "Controllable video generation: A survey"
★ 770+1Star change over the last 7 days - #48
Large Language Model-enhanced Recommender System Papers
★ 765+0Star change over the last 7 days - #49
Deep Learning for Person Re-identification: A Survey and Outlook
★ 756+0Star change over the last 7 days - #50★ 750+5Star change over the last 7 days
- #51
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)
★ 665+1Star change over the last 7 days - #52★ 625+0Star change over the last 7 days
- #53
Collection of awesome parameter-efficient fine-tuning resources.
★ 590+1Star change over the last 7 days - #54
[IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
★ 590+3Star change over the last 7 days - #55
Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).
★ 580+0Star change over the last 7 days - #56★ 564-2Star change over the last 7 days
- #57
Deep and conventional community detection related papers, implementations, datasets, and tools.
★ 564+0Star change over the last 7 days - #58★ 563+3Star change over the last 7 days
- #59
A Repository for Diffusion-Model-related Papers in Low-level Vision
★ 556+0Star change over the last 7 days - #60
This is the repo for the survey of LLM4IR.
★ 545+0Star change over the last 7 days