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[2024 Best AI Paper] Graph Retrieval-Augmented Generation: A Survey
[2024 Best AI Paper] Challenges and Responses in the Practice of Large Language Models
[2024 Best AI Paper] Enhancing Robustness in Large Language Models: Prompting for Mitigating the Imp
[2024 Best AI Paper] MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation
[2024 Best AI Paper] The Vizier Gaussian Process Bandit Algorithm
[2024 Best AI Paper] LLM Pruning and Distillation in Practice: The Minitron Approach
[2024 Best AI Paper] A Practitioner's Guide to Continual Multimodal Pretraining
[2024 Best AI Paper] Text2SQL is Not Enough: Unifying AI and Databases with TAG
[2024 Best AI Paper] AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent
[2024 Best AI Paper] ReMamba: Equip Mamba with Effective Long-Sequence Modeling
[2024 Best AI Paper] Persuasion Games using Large Language Models
[2024 Best AI Paper] MemLong: Memory-Augmented Retrieval for Long Text Modeling
[2024 Best AI Paper] Contextual Position Encoding: Learning to Count What's Important
[2024 Best AI Paper] ThinK: Thinner Key Cache by Query-Driven Pruning
[2024 Best AI Paper] Large Language Model based Multi-Agents: A Survey of Progress and Challenges
[2024 Best AI Paper] Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Unders
[2024 Best AI Paper] Diffusion Models Are Real-Time Game Engines
[2024 Best AI Paper] Agentless: Demystifying LLM-based Software Engineering Agents
[2024 Best AI Paper] Lumiere: A Space-Time Diffusion Model for Video Generation