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RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
Paper • 2409.10516 • Published • 40 -
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Paper • 2409.11242 • Published • 5 -
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
Paper • 2409.11136 • Published • 22 -
On the Diagram of Thought
Paper • 2409.10038 • Published • 12
Collections
Discover the best community collections!
Collections including paper arxiv:2412.12276
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VILA^2: VILA Augmented VILA
Paper • 2407.17453 • Published • 39 -
Octopus v4: Graph of language models
Paper • 2404.19296 • Published • 116 -
Octo-planner: On-device Language Model for Planner-Action Agents
Paper • 2406.18082 • Published • 47 -
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models
Paper • 2408.15518 • Published • 42
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LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 6 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 17 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 11 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 66
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In-Context Language Learning: Architectures and Algorithms
Paper • 2401.12973 • Published • 4 -
Can Large Language Models Understand Context?
Paper • 2402.00858 • Published • 22 -
Transformers Can Achieve Length Generalization But Not Robustly
Paper • 2402.09371 • Published • 13 -
Emergence of Abstractions: Concept Encoding and Decoding Mechanism for In-Context Learning in Transformers
Paper • 2412.12276 • Published • 15
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GAIA: a benchmark for General AI Assistants
Paper • 2311.12983 • Published • 187 -
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models
Paper • 2312.02969 • Published • 12 -
Axiomatic Preference Modeling for Longform Question Answering
Paper • 2312.02206 • Published • 7 -
Alignment for Honesty
Paper • 2312.07000 • Published • 11