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KAIST AI

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  1. SelFee SelFee Public

    Official codebase for "SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation"

    Python 221 20

  2. CoT-Collection CoT-Collection Public

    [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

    Python 214 10

  3. FLASK FLASK Public

    [ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets

    Python 211 18

  4. LangBridge LangBridge Public

    [ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision

    Python 81 7

  5. Volcano Volcano Public

    [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image features for interpretation.

    Python 43 4

  6. Janus Janus Public

    [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages

    Python 37 2

Repositories

Showing 10 of 19 repositories
  • Knowledge-Entropy Public
    kaistAI/Knowledge-Entropy’s past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated Nov 25, 2024
  • LangBridge Public

    [ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision

    kaistAI/LangBridge’s past year of commit activity
    Python 81 7 0 0 Updated Oct 30, 2024
  • language_extrapolation Public

    [NeurIPS 2024 Workshop on Compositional Learning]This is an official repository for the paper "How language models extrapolate outside the training data: A case study in Textualized Gridworld."

    kaistAI/language_extrapolation’s past year of commit activity
    Python 0 0 0 0 Updated Oct 24, 2024
  • knowledge-reasoning Public

    [EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization"

    kaistAI/knowledge-reasoning’s past year of commit activity
    Python 20 Apache-2.0 3 0 0 Updated Oct 14, 2024
  • KtrlF Public

    [NAACL 2024] Official repository for "KTRL+F: Knowledge-Augmented In-Document Search"

    kaistAI/KtrlF’s past year of commit activity
    Python 20 4 1 0 Updated Oct 11, 2024
  • kaistai.github.io Public
    kaistAI/kaistai.github.io’s past year of commit activity
    JavaScript 0 0 0 0 Updated Oct 8, 2024
  • factual-knowledge-acquisition Public
    kaistAI/factual-knowledge-acquisition’s past year of commit activity
    Python 11 Apache-2.0 0 0 0 Updated Oct 5, 2024
  • Janus Public

    [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages

    kaistAI/Janus’s past year of commit activity
    Python 37 Apache-2.0 2 0 0 Updated Oct 1, 2024
  • How-Well-Do-LLMs-Truly-Ground Public
    kaistAI/How-Well-Do-LLMs-Truly-Ground’s past year of commit activity
    Python 9 1 0 0 Updated Sep 13, 2024
  • GAP Public

    [ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization

    kaistAI/GAP’s past year of commit activity
    Python 27 Apache-2.0 4 1 0 Updated Sep 12, 2024
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