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@INK-USC

INK Lab @ USC

Intelligence and Knowledge Discovery (INK) Research Lab at University of Southern California

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  1. CrossFit CrossFit Public

    Code for paper "CrossFit 🏋️: A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)

    Python 104 6

  2. CommonGen CommonGen Public

    A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

    Python 139 23

  3. RE-Net RE-Net Public

    Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

    Python 435 95

  4. DIG DIG Public

    Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)

    Python 25 3

  5. MHGRN MHGRN Public

    Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (EMNLP 2020)

    Python 248 46

  6. RICA RICA Public

    Python

Repositories

Showing 10 of 70 repositories
  • ink-usc.github.io Public

    INK Research Lab Website

    INK-USC/ink-usc.github.io’s past year of commit activity
    JavaScript 2 0 0 0 Updated Aug 2, 2024
  • PE2 Public

    Code for paper "Prompt Engineering a Prompt Engineer" (https://arxiv.org/abs/2311.05661)

    INK-USC/PE2’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Aug 1, 2024
  • INK-USC/lm-forgetting-prediction-code’s past year of commit activity
    Python 1 0 0 0 Updated Jul 28, 2024
  • Lifelong-ICL Public

    Code for paper "Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack"

    INK-USC/Lifelong-ICL’s past year of commit activity
    Jupyter Notebook 5 0 0 0 Updated Jul 24, 2024
  • INK-USC/lm-forgetting-prediction’s past year of commit activity
    JavaScript 0 0 0 0 Updated Jul 23, 2024
  • INK-USC/Controllable-AV-Explanations’s past year of commit activity
    Python 1 0 0 0 Updated Jun 27, 2024
  • RationaleMultiRewardDistillation Public

    Code and Dataset for preprint titled "Tailoring Self-Rationalizers with Multi-Reward Distillation"

    INK-USC/RationaleMultiRewardDistillation’s past year of commit activity
    Python 6 0 0 0 Updated Jun 21, 2024
  • CPL Public

    Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)

    INK-USC/CPL’s past year of commit activity
    Python 56 MIT 14 3 1 Updated May 3, 2024
  • predicting-big-bench Public

    Code for paper "How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench"

    INK-USC/predicting-big-bench’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Jan 24, 2024
  • CommonGen Public

    A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

    INK-USC/CommonGen’s past year of commit activity
    Python 139 MIT 23 0 7 Updated Jan 5, 2024

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