Skip to content
@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 Loading

  1. conv-emotion conv-emotion Public

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

    Python 1.3k 328

  2. MELD MELD Public

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

    Python 765 198

  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 950 75

  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 489 38

  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 70 11

Repositories

Showing 10 of 59 repositories
  • tango Public

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

    declare-lab/tango’s past year of commit activity
    Python 950 75 20 0 Updated Jul 3, 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 7 MIT 1 0 0 Updated Jun 27, 2024
  • della Public

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

    declare-lab/della’s past year of commit activity
    Python 10 1 0 0 Updated Jun 24, 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 8 MIT 0 0 0 Updated Jun 22, 2024
  • declare-lab/safety-arithmetic’s past year of commit activity
    Jupyter Notebook 9 3 0 0 Updated Jun 18, 2024
  • declare-lab/declare-lab.github.io’s past year of commit activity
    JavaScript 0 MIT 0 0 8 Updated Jun 16, 2024
  • declare-lab/llm_robustness’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Jun 12, 2024
  • MM-InstructEval Public

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

    declare-lab/MM-InstructEval’s past year of commit activity
    Python 23 1 0 0 Updated May 2, 2024
  • HyperTTS Public
    declare-lab/HyperTTS’s past year of commit activity
    Python 33 MIT 2 0 0 Updated Apr 15, 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 29 2 0 0 Updated Apr 9, 2024