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    74 repositories

    • function-induction

      Public
      Code for paper "Function Induction and Task Generalization: An Interpretability Study with Off-by-One Addition".
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Jul 15, 2025Jul 15, 2025

    • ink-usc.github.io

      Public
      INK Research Lab Website
      JavaScript
      •
      Other
      •0•2•0•0•Updated Jun 18, 2025Jun 18, 2025

    • ELI-Why

      Public
      Benchmark and Code for ELI-Why
      Python
      •0•1•0•0•Updated Jun 17, 2025Jun 17, 2025

    • Amulet-DA-and-Maxim

      Public
      Python
      •0•1•0•0•Updated May 28, 2025May 28, 2025

    • Controllable-AV-Explanations

      Public
      Python
      •0•3•0•0•Updated Apr 30, 2025Apr 30, 2025

    • LINK

      Public
      Code for EMNLP 2024 paper "In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search"
      Python
      •
      MIT License
      •2•7•0•0•Updated Dec 30, 2024Dec 30, 2024

    • llicl-data

      Public
      Data for Lifelong ICL and Task Haystack (https://arxiv.org/abs/2407.16695)
      1•0•0•0•Updated Dec 7, 2024Dec 7, 2024

    • Lifelong-ICL

      Public
      Code for paper "Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack"
      Jupyter Notebook
      •
      MIT License
      •1•7•0•0•Updated Dec 7, 2024Dec 7, 2024

    • PE2

      Public
      Code for paper "Prompt Engineering a Prompt Engineer" (https://arxiv.org/abs/2311.05661)
      Python
      •
      MIT License
      •1•10•0•0•Updated Aug 1, 2024Aug 1, 2024

    • lm-forgetting-prediction-code

      Public
      Python
      •1•3•0•0•Updated Jul 28, 2024Jul 28, 2024

    • lm-forgetting-prediction

      Public
      JavaScript
      •0•0•0•0•Updated Jul 23, 2024Jul 23, 2024

    • RationaleMultiRewardDistillation

      Public
      Code and Dataset for preprint titled "Tailoring Self-Rationalizers with Multi-Reward Distillation"
      Python
      •1•6•0•0•Updated Jun 21, 2024Jun 21, 2024

    • CPL

      Public
      Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)
      Python
      •
      MIT License
      •13•57•3•1•Updated May 3, 2024May 3, 2024

    • predicting-big-bench

      Public
      Code for paper "How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench"
      Python
      •
      Apache License 2.0
      •1•3•0•0•Updated Jan 24, 2024Jan 24, 2024

    • CommonGen

      Public
      A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning
      natural-language-processingdeep-learningtext-generationnatural-language-generationnlg-datasetcommonsense-reasoningnlp-datasetsmachine-reasoninglanguage-generation-dataset
      Python
      •
      MIT License
      •23•141•0•7•Updated Jan 5, 2024Jan 5, 2024

    • RationaleHumanUtility

      Public
      Codebase for Human Utility of FTRs at ACL 2023
      Python
      •1•5•0•0•Updated Jul 31, 2023Jul 31, 2023

    • FiD-ICL

      Public
      "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)
      Python
      •2•15•0•0•Updated Jul 24, 2023Jul 24, 2023

    • G-PlanET

      Public
      Python
      •3•9•1•0•Updated Jul 15, 2023Jul 15, 2023

    • BITE

      Public
      Code and data for paper "BITE: Textual Backdoor Attacks with Iterative Trigger Injection"
      Python
      •1•9•0•0•Updated Jul 14, 2023Jul 14, 2023

    • NumerSense

      Public
      The data and code for NumerSense (EMNLP2020)
      nlplanguage-modelscommonsense-reasoningcommonsense-extraction
      Python
      •
      MIT License
      •8•19•0•2•Updated May 8, 2023May 8, 2023

    • entity-robustness

      Public
      Code and data for paper "On the Robustness of Reading Comprehension Models to Entity Renaming" (NAACL'22)
      Python
      •0•11•0•0•Updated May 4, 2023May 4, 2023

    • XMD

      Public
      XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models
      Vue
      •1•8•0•0•Updated Feb 24, 2023Feb 24, 2023

    • ER-Test

      Public
      Code for ER-Test, accepted to the Findings of EMNLP 2022
      nlpexplanability
      Python
      •
      MIT License
      •0•3•0•0•Updated Feb 2, 2023Feb 2, 2023

    • CrossTaskMoE

      Public
      Code for paper "Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts" (Findings of EMNLP 2022)
      Python
      •1•4•0•0•Updated Jan 12, 2023Jan 12, 2023

    • AlpacaTag

      Public
      AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)
      named-entity-recognitioncrowdsourcingactive-learningsequence-labelingannotation-framework
      HTML
      •22•136•14•1•Updated Jan 5, 2023Jan 5, 2023

    • VisCOLL

      Public
      Code and data for the project "Visually grounded continual learning of compositional semantics"
      Python
      •4•21•2•8•Updated Dec 27, 2022Dec 27, 2022

    • GMED

      Public
      Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020
      Python
      •2•17•1•15•Updated Dec 8, 2022Dec 8, 2022

    • Reflect

      Public
      Data and Code for Paper "Reflect Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality" (EMNLP 2022)
      Python
      •0•11•1•0•Updated Nov 28, 2022Nov 28, 2022

    • HGN

      Public
      Learning Contextualized Knowledge Structures for Commonsense Reasoning
      Python
      •2•17•0•0•Updated Nov 24, 2022Nov 24, 2022

    • RobustLR

      Public
      A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners
      nlpdeep-learninglanguage-modelreasoningrobustnessdeductive-reasoning
      Python
      •
      MIT License
      •3•8•0•0•Updated Nov 11, 2022Nov 11, 2022