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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! 😃

Pinned

  1. conv-emotion conv-emotion Public

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

    Python 1.3k 321

  2. MELD MELD Public

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

    Python 749 195

  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 121 16

  4. tango tango Public

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

    Python 926 70

  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 468 37

  6. LLM-PuzzleTest LLM-PuzzleTest Public

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

    Python 25 1

Repositories

Showing 10 of 57 repositories
  • InstrAug Public

    [Arxiv 2024] Official Implementation of the paper: "InstrAug: Automatic Instruction Augmentation for Multimodal Instruction Fine-tuning"

    Jupyter Notebook 6 MIT 0 0 0 Updated May 11, 2024
  • MM-InstructEval Public

    This repository contains code to evaluate various multimodal large language models using different instructions across multiple multimodal content comprehension tasks.

    Python 20 1 0 0 Updated May 2, 2024
  • tango Public

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

    Python 926 70 20 0 Updated May 2, 2024
  • Sealing Public

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

    Python 6 MIT 1 0 0 Updated Apr 26, 2024
  • JavaScript 0 MIT 0 0 7 Updated Apr 24, 2024
  • HyperTTS Public
    Python 31 MIT 2 0 0 Updated Apr 15, 2024
  • LLM-PuzzleTest Public

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

    Python 25 1 0 0 Updated Apr 9, 2024
  • resta Public

    Restore safety in fine-tuned language models through task arithmetic

    Python 19 1 0 0 Updated Mar 28, 2024
  • Python 2 MIT 1 0 0 Updated Mar 15, 2024
  • Python 13 4 2 0 Updated Mar 14, 2024