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@declare-lab

Deep Cognition and Language Research (DeCLaRe) Lab

Hi! 👋👋

Welcome fellow researchers to the DeCLaRe Lab! We hereby DeCLaRe our quest to breathe cognitive and language skills of human-like depth into machines by solving challenging NLP problems, such as dialogue comprehension and generation, commonsense reasoning, multimodal understanding, and more. Addressing such open research problems requires powerful, scalable, and data-hungry algorithms. As such, we develop cutting-edge neural models, based on sound linguistic concepts. To know more about our work, please browse our catalog of publications.

And here is our Team Declare! 😃

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  1. conv-emotion conv-emotion Public

    This repo contains implementation of different architectures for emotion recognition in conversations.

    Python 1.4k 334

  2. MELD MELD Public

    MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

    Python 820 204

  3. RelationPrompt RelationPrompt Public

    This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. The goal of Zero-Shot Relati…

    Python 124 16

  4. tango tango Public

    A family of diffusion models for text-to-audio generation.

    Python 1.1k 88

  5. instruct-eval instruct-eval Public

    This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.

    Python 527 42

  6. red-instruct red-instruct Public

    Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment

    Python 78 11

Repositories

Showing 10 of 62 repositories
  • LLM-ReasoningTest Public

    Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions

    declare-lab/LLM-ReasoningTest’s past year of commit activity
    Python 6 Apache-2.0 0 0 0 Updated Oct 29, 2024
  • trust-align Public

    Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse

    declare-lab/trust-align’s past year of commit activity
    Python 23 2 0 0 Updated Oct 11, 2024
  • declare-lab/declare-lab.github.io’s past year of commit activity
    JavaScript 0 MIT 0 0 8 Updated Sep 24, 2024
  • ferret Public

    Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique

    declare-lab/ferret’s past year of commit activity
    Python 10 2 0 0 Updated Aug 22, 2024
  • LLM-PuzzleTest Public

    This repository is maintained to release dataset and models for multimodal puzzle reasoning.

    declare-lab/LLM-PuzzleTest’s past year of commit activity
    Python 44 4 1 0 Updated Aug 7, 2024
  • Sealing Public

    [NAACL 2024] Official Implementation of paper "Self-Adaptive Sampling for Efficient Video Question Answering on Image--Text Models"

    declare-lab/Sealing’s past year of commit activity
    Python 9 MIT 3 0 0 Updated Jul 25, 2024
  • della Public

    DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

    declare-lab/della’s past year of commit activity
    Python 28 2 0 0 Updated Jul 12, 2024
  • darwin Public
    declare-lab/darwin’s past year of commit activity
    Python 2 1 0 0 Updated Jul 11, 2024
  • tango Public

    A family of diffusion models for text-to-audio generation.

    declare-lab/tango’s past year of commit activity
    Python 1,081 88 26 0 Updated Jul 3, 2024
  • RobustMIFT Public

    [Arxiv 2024] Official Implementation of the paper: "Towards Robust Instruction Tuning on Multimodal Large Language Models"

    declare-lab/RobustMIFT’s past year of commit activity
    Jupyter Notebook 7 MIT 1 0 0 Updated Jun 22, 2024