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@luka-group LUKA Lab @ UC Davis & USC

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    28 repositories

    • FaviComp

      Public
      Familiarity-aware Evidence Compression for Retrieval Augmented Generation
      Python
      •0•7•1•0•Updated Dec 17, 2024Dec 17, 2024

    • luka-group.github.io

      Public
      HTML
      •
      MIT License
      •1•0•0•0•Updated Nov 18, 2024Nov 18, 2024

    • CognitiveOverload

      Public
      Code for our NAACL 2024 Paper "Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking"
      Python
      •0•3•0•0•Updated Nov 11, 2024Nov 11, 2024

    • mDPO

      Public
      [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
      Python
      •0•50•5•0•Updated Nov 10, 2024Nov 10, 2024

    • contraDialog

      Public
      This repository is the official implementation of "Red Teaming Language Models for Processing Contradictory Dialogues"
      Python
      •0•7•0•0•Updated Oct 31, 2024Oct 31, 2024

    • vlm-knowledge-conflict

      Public
      Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
      Python
      •2•36•0•0•Updated Oct 19, 2024Oct 19, 2024

    • DPoE

      Public
      Python
      •0•6•1•0•Updated Oct 10, 2024Oct 10, 2024

    • MonoPara

      Public
      Python
      •0•4•0•0•Updated Jul 15, 2024Jul 15, 2024

    • CoIN

      Public
      Python
      •
      Apache License 2.0
      •0•10•0•0•Updated Jun 11, 2024Jun 11, 2024

    • Delta-Unlearning

      Public
      Apache License 2.0
      •0•5•1•0•Updated Apr 16, 2024Apr 16, 2024

    • Lattice

      Public
      [NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.
      attention-mechanismequivariancetable-to-textequivariant-networkequivariant-representationstransformer
      Python
      •
      Apache License 2.0
      •10•56•0•0•Updated Apr 1, 2024Apr 1, 2024

    • Causal-View-of-Entity-Bias

      Public
      [EMNLP 2023] A Causal View of Entity Bias in (Large) Language Models
      debiasinglarge-language-modelsfaithfulnesscausal-interventionknowledge-conflicts
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Mar 21, 2024Mar 21, 2024

    • DDR

      Public
      Python
      •0•3•0•0•Updated Mar 5, 2024Mar 5, 2024

    • ODDA-Data-Augmentation

      Public
      Codes and data for the EACL 2024 Findings paper: On-the-fly Denoising for Data Augmentation in Natural Language Understanding.
      0•1•0•0•Updated Jan 31, 2024Jan 31, 2024

    • READ

      Public
      [ACL 2023] Robust Natural Language Understanding with Residual Attention Debiasing
      Python
      •
      Apache License 2.0
      •1•5•0•0•Updated Nov 3, 2023Nov 3, 2023

    • ViPhy

      Public
      [EMNLP 2023] VIPHY: Probing “Visible” Physical Commonsense Knowledge
      Jupyter Notebook
      •0•2•0•0•Updated Oct 21, 2023Oct 21, 2023

    • SALT

      Public
      Apache License 2.0
      •0•2•0•0•Updated Sep 10, 2023Sep 10, 2023

    • MrCoD

      Public
      Multi-hop Evidence Retrieval for Cross-document Relation Extraction
      Jupyter Notebook
      •
      MIT License
      •0•10•1•0•Updated Sep 1, 2023Sep 1, 2023

    • PaCo

      Public
      This is a code repository for PaCo (Preconditions Attributed to Commonsense Knowledge) @EMNLP-Findings 2022
      0•2•0•0•Updated Aug 30, 2023Aug 30, 2023

    • NLI_as_Indirect_Supervision

      Public
      Official Implementation for "Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?" ACL 2023
      Python
      •2•13•2•0•Updated Jun 17, 2023Jun 17, 2023

    • PASTA

      Public
      This is the code for Parameter-efficient Tuning with Special Token Adaptation.
      Python
      •1•8•0•0•Updated Jan 30, 2023Jan 30, 2023

    • UniST

      Public
      [NAACL 2022] Unified Semantic Typing with Meaningful Label Inference
      Python
      •
      Apache License 2.0
      •1•7•0•0•Updated Nov 22, 2022Nov 22, 2022

    • Salience-aware-Learning

      Public
      [EMNLP 2021] Table-based Fact Verification with Salience-aware Learning.
      fact-checkingcounterfactualtable-understandingfact-verification
      Python
      •
      Apache License 2.0
      •1•7•0•0•Updated Nov 22, 2022Nov 22, 2022

    • SuRE

      Public
      [EMNLP 2022] Summarization as Indirect Supervision for Relation Extraction (SuRE)
      huggingface-transformersrelationextractionemnlp2022
      Python
      •
      MIT License
      •3•27•1•0•Updated Nov 22, 2022Nov 22, 2022

    • prix-lm

      Public
      Prix-LM: Pretraining for Multilingual Knowledge Base Construction @acl 2022
      Python
      •
      MIT License
      •1•6•1•0•Updated Nov 22, 2022Nov 22, 2022

    • DiagnoseET

      Public
      Codes for paper "Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing"
      1•3•0•0•Updated Oct 28, 2022Oct 28, 2022

    • PInKS

      Public
      This is a code repository for PInKS(Preconditioned Commonsense Inference with Minimal Supervision) @AACL-IJCNLP 2022
      Python
      •
      GNU General Public License v3.0
      •1•4•0•0•Updated Sep 21, 2022Sep 21, 2022

    • lite

      Public
      This is the repository for the resources in TACL 2022 Paper "Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference".
      Python
      •
      Apache License 2.0
      •2•15•2•0•Updated Aug 17, 2022Aug 17, 2022