An Overview of AI-Assisted Development
https://youtu.be/RoCRkSXEkl8?si=mEmb5B_Fgi4gZ5xB
Russian
Higher resolution and english localization will be available later
Future of Artificial Intelligence in Agile Software Development https://arxiv.org/abs/2408.00703
GraphAide: Advanced Graph-Assisted Query and Reasoning System https://arxiv.org/abs/2411.08041
RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion https://arxiv.org/abs/2403.06095
Thinking LLMs: General Instruction Following with Thought Generation https://arxiv.org/abs/2410.10630
TinyAgent: Function Calling at the Edge https://arxiv.org/abs/2409.00608
EELBERT: Tiny Models through Dynamic Embeddings https://arxiv.org/pdf/2310.20144
Retrieval-Augmented Generation for Large Language Models: A Survey https://arxiv.org/abs/2312.10997
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering https://arxiv.org/abs/2410.18050
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely https://arxiv.org/abs/2409.14924
Efficiently Scaling Transformer Inference https://arxiv.org/abs/2211.05102
A Survey on Efficient Inference for Large Language Models https://arxiv.org/abs/2404.14294
Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering https://arxiv.org/abs/2401.08500
LLM Multi-Agent Systems: Challenges and Open Problems https://arxiv.org/abs/2402.03578
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks https://arxiv.org/abs/1703.03400
Plots Unlock Time-Series Understanding in Multimodal Models https://arxiv.org/abs/2410.02637
A Closer Look at the Limitations of Instruction Tuning https://arxiv.org/abs/2402.05119
SelfCodeAlign: Self-Alignment for Code Generation https://arxiv.org/abs/2410.24198
LAuReL: Learned Augmented Residual Layer https://arxiv.org/abs/2411.07501
Top Pass: Improve Code Generation by Pass@k-Maximized Code Ranking https://arxiv.org/html/2408.05715v1
nGPT: Normalized Transformer with Representation Learning on the Hypersphere https://arxiv.org/abs/2410.01131
Full Line Code Completion: Bringing AI to Desktop https://arxiv.org/abs/2405.08704
Qwen2.5-Coder Technical Report https://arxiv.org/pdf/2409.12186