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floom 's Collections
ShowAndTell-2025-01-30
ShowAndTell
ShowAndTell-2024-12-03
Coding
Reasoning
ICL
RL
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NLU
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Frontier research ideas

NLU

updated Aug 8, 2024
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  • Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

    Paper • 2402.05140 • Published Feb 6, 2024 • 24

  • TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

    Paper • 2311.11315 • Published Nov 19, 2023 • 8

  • Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task

    Paper • 2310.06504 • Published Oct 10, 2023 • 1

  • Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

    Paper • 2402.10466 • Published Feb 16, 2024 • 19

  • TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding

    Paper • 2404.11912 • Published Apr 18, 2024 • 17

  • Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond

    Paper • 2408.03900 • Published Aug 7, 2024 • 10
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