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@INK-USC

INK Lab @ USC

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

Pinned

  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 102 8

  2. CommonGen CommonGen Public

    A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

    Python 137 23

  3. RE-Net RE-Net Public

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

    Python 428 93

  4. DIG DIG Public

    Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)

    Python 24 3

  5. MHGRN MHGRN Public

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

    Python 244 46

  6. RICA RICA Public

    Python

Repositories

Showing 10 of 65 repositories
  • ink-usc.github.io Public

    INK Research Lab Website

    JavaScript 2 0 0 0 Updated May 4, 2024
  • CPL Public

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

    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"

    Python 2 Apache-2.0 0 0 0 Updated Jan 24, 2024
  • CommonGen Public

    A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

    Python 137 MIT 23 0 7 Updated Jan 5, 2024
  • RationaleMultiRewardDistillation Public

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

    Python 5 0 0 0 Updated Dec 18, 2023
  • LINK Public

    Code for paper "In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search"

    Python 5 MIT 1 0 0 Updated Nov 20, 2023
  • RationaleHumanUtility Public

    Codebase for Human Utility of FTRs at ACL 2023

    Python 5 0 0 0 Updated Jul 31, 2023
  • FiD-ICL Public

    "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)

    Python 12 1 0 0 Updated Jul 24, 2023
  • G-PlanET Public
    Python 6 2 0 0 Updated Jul 15, 2023
  • BITE Public

    Code and data for paper "BITE: Textual Backdoor Attacks with Iterative Trigger Injection"

    Python 9 0 0 0 Updated Jul 14, 2023

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