51、arXiv:2401.10034Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap
50、arXiv:2401.07872The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey
49、arXiv:2401.07103Leveraging Large Language Models for NLG Evaluation: A Survey
48、arXiv:2401.02038Understanding LLMs: A Comprehensive Overview from Training to Inference
47、arXiv:2401.01313A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models
46、arXiv:2401.00812If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents
45、arXiv:2401.00625Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models
44、arXiv:2312.17617Large Language Models for Generative Information Extraction: A Survey
43、arXiv:2312.17432Video Understanding with Large Language Models: A Survey
42、arXiv:2312.15234Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems
41、arXiv:2312.15223A Survey on Large Language Models for Software Engineering
40、arXiv:2312.10997Retrieval-Augmented Generation for Large Language Models: A Survey
39、arXiv:2312.10101A Review of Repository Level Prompting for LLMs
38、arXiv:2312.03863Efficient Large Language Models: A Survey
37、arXiv:2312.02783Large Language Models on Graphs: A Comprehensive Survey
36、arXiv:2312.01700Data Management For Large Language Models: A Survey
35、arXiv:2311.13165Multimodal Large Language Models: A Survey
34、arXiv:2311.12785Prompting Frameworks for Large Language Models: A Survey
33、arXiv:2311.12351Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey
32、arXiv:2311.10372A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends
31、arXiv:2311.16789A Survey of the Evolution of Language Model-Based Dialogue Systems
30、arXiv:2311.08298A Survey of Language Model Confidence Estimation and Calibration
29、arXiv:2311.07989Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code
28、arXiv:2311.07914Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey
27、arXiv:2310.19736Evaluating Large Language Models: A Comprehensive Survey
26、arXiv:2310.17903Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey
25、arXiv:2310.15654A Survey on Detection of LLMs-Generated Content
24、arXiv:2310.14735Unleashing the potential of prompt engineering in Large Language Models: a comprehensive review
23、arXiv:2310.14724A Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions
22、arXiv:2310.12321A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4
21、arXiv:2310.08879A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair
20、arXiv:2310.07343How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances
19、arXiv:2310.03533Large Language Models for Software Engineering: Survey and Open Problems
18、arXiv:2309.16459Augmenting LLMs with Knowledge: A survey on hallucination prevention
17、arXiv:2309.15025Large Language Model Alignment: A Survey
16、arXiv:2309.06794Cognitive Mirage: A Review of Hallucinations in Large Language Models
15、arXiv:2309.01219Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
14、arXiv:2309.01029Explainability for Large Language Models: A Survey
13、arXiv:2308.13534Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph
12、arXiv:2308.10792Instruction Tuning for Large Language Models: A Survey
11、arXiv:2308.10620Large Language Models for Software Engineering: A Systematic Literature Review
10、arXiv:2308.07633A Survey on Model Compression for Large Language Models
9、arXiv:2308.05374Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
8、arXiv:2308.03188Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
7、arXiv:2308.01191Towards Understanding the Capability of Large Language Models on Code Clone Detection: A Survey
6、arXiv:2307.10188Several categories of Large Language Models (LLMs): A Short Survey
5、arXiv:2307.07221Software Testing with Large Language Model: Survey, Landscape, and Vision
4、arXiv:2307.03109A Survey on Evaluation of Large Language Models
3、arXiv:2306.13549A Survey on Multimodal Large Language Models
2、arXiv:2303.18223A Survey of Large Language Models
1、arXiv:2212.09420Large Language Models Meet NL2Code: A Survey