awesome-llm-survey
An Awesome Collection for LLM Survey
https://github.com/hqwu-hitcs/awesome-llm-survey
Last synced: 1 day ago
JSON representation
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Challenge of LLM
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Reasoning with LLM
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Data of LLM
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Hallucination in LLM
- [paper
- [paper
- [paper
- [paper - LLM-hallucination)
- [paper
- [paper - LLM-hallucination)
- [paper - foundation-model-survey)
- [paper
- [paper - Mirage-Hallucinations-in-LLMs)
- [paper
- [paper - foundation-model-survey)
- [paper
- [paper - Mirage-Hallucinations-in-LLMs)
- [paper
- [paper
- [paper
- [paper
- [paper
- [paper
- [paper
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Compression for LLM
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Explainability for LLM
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Graph for LLM
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Factuality in LLM
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Knowledge for LLM
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Calibration of LLM
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Role-play of LLM
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Efficiency of LLM
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Long-Context for LLM
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Agent of LLM
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Evaluation of LLM
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Fairness in LLM
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Self-Correction for LLM
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Attributions for LLM
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Tool Using of LLM
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Security and Privacy of LLM
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Continual Learning of LLM
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General Survey
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Training of LLM
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Prompt of LLM
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Prompt Engineering for LLM
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Retrieval-Augmented LLM
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Chain of Thought for LLM
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Mulitmodal of LLM
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Visual LLM
- [paper
- [paper
- [paper
- [paper - LLMs-for-Video-Understanding)
- [paper - Instruction-Tuning)
- [paper - Multimodal-LLMs-Survey)
- [paper
- [paper
- [paper - Multimodal-Large-Language-Models)
- [paper
- [paper
- [paper - CV-Foundational-Models)
- [paper - LLMs-for-Video-Understanding)
- [paper - Multimodal-LLMs-Survey)
- [paper
- [paper - Instruction-Tuning)
- [paper
- [paper - Multimodal-Large-Language-Models)
- [paper
- [paper
- [paper - CV-Foundational-Models)
- [paper - LLMs-for-Video-Understanding)
- [paper - VLM-Synthetic-Data)
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Audio LLM
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Code LLM
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LLM for Domain Application
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LLM for Mental Health
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LLM for Robotics
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LLM for Health
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LLM for Finance
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LLM for Education
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LLM for Law
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LLM for Downstream Tasks
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LLM for Recommendation
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LLM for Citation
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LLM for Math
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LLM for Information Extraction
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LLM for Data Annotation
- [paper - Tan-dmml/LLM4Annotation)
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LLM for Game
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LLM for Information Retrieval
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LLM for Software Engineering
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LLM for Autonomous Driving
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LLM for Time Series
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Detection of LLMs-Generated Content
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LLM for Society
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LLM for Text Watermarking
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LLM for Environmental Disciplines
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Programming Languages
Categories
Sub Categories
Visual LLM
23
Hallucination in LLM
20
Explainability for LLM
17
Knowledge for LLM
15
Code LLM
12
Efficiency of LLM
11
LLM for Health
10
LLM for Recommendation
10
Instruction Tuning
8
Detection of LLMs-Generated Content
8
Prompt Engineering for LLM
8
Human Alignment for LLM
7
Retrieval-Augmented LLM
7
LLM for Mental Health
7
LLM for Game
6
Data of LLM
6
Factuality in LLM
5
Agent of LLM
5
Tool Using of LLM
4
LLM for Software Engineering
4
Compression for LLM
4
Evaluation of LLM
4
LLM for Autonomous Driving
4
Role-play of LLM
4
Reasoning with LLM
4
Chain of Thought for LLM
4
LLM for Environmental Disciplines
4
Continual Learning of LLM
3
Audio LLM
3
LLM for Robotics
3
LLM for Information Extraction
3
Graph for LLM
3
LLM for Math
3
Long-Context for LLM
3
LLM for Finance
2
LLM for Text Watermarking
2
LLM for Society
2
Attributions for LLM
2
Self-Correction for LLM
2
LLM for Education
2
Fairness in LLM
2
LLM for Time Series
2
LLM for Citation
2
LLM for Law
2
Security and Privacy of LLM
2
LLM for Information Retrieval
2
Calibration of LLM
2
LLM for Data Annotation
1
Keywords
llms
2
llm-generated-text
2
llm-generated
2
detection
2
deepfake-detection
2
deepfake
2
authorship-identification
2
authorship
2
ai-generated
2
visualization-tools
2
transformer
2
survey
2
research-paper
2
machine-psychology
2
llm-reasoning
2
llm
2
large-language-models
2
interpretability
2
gpt
2
cognitive-neuroscience
2
circuit-analysis
2
chain-of-thought
2
awesome
2
attention-mechanism
2
attention-head-mining
2