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@declare-lab

Deep Cognition and Language Research (DeCLaRe) Lab

Pinned

  1. conv-emotion Public

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

    Python 875 260

  2. MELD Public

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

    Python 495 144

  3. awesome-sentiment-analysis Public

    Reading list for Awesome Sentiment Analysis papers

    426 87

  4. MIME Public

    This repository contains PyTorch implementations of the models from the paper An Empirical Study MIME: MIMicking Emotions for Empathetic Response Generation.

    Python 25 10

  5. RECCON Public

    This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.

    Python 99 15

  6. multimodal-deep-learning Public

    This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

    OpenEdge ABL 178 61

Repositories

  • multimodal-deep-learning Public

    This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

    OpenEdge ABL 178 MIT 61 2 0 Updated Nov 29, 2021
  • sentence-ordering Public

    This repository contains the PyTorch implementation of the paper STaCK: Sentence Ordering with Temporal Commonsense Knowledge appearing at EMNLP 2021.

    Python 15 MIT 2 0 0 Updated Nov 21, 2021
  • BBFN Public

    This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis

    Python 20 MIT 4 0 0 Updated Nov 18, 2021
  • Multimodal-Infomax Public

    This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNLP 2021.

    Python 49 MIT 12 0 0 Updated Nov 9, 2021
  • identifiable-transformers Public
    Python 12 Apache-2.0 0 2 0 Updated Oct 20, 2021
  • sinkhorn-loss Public

    This repository contains the implementation of the paper: Federated Distillation of Natural Language Understanding with Confident Sinkhorns

    Python 6 MIT 1 0 0 Updated Oct 20, 2021
  • M2H2-dataset Public

    This repository contains the dataset and baselines explained in the paper: M2H2: A Multimodal Multiparty Hindi Dataset For HumorRecognition in Conversations

    Python 9 MIT 7 0 0 Updated Sep 30, 2021
  • MISA Public

    MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis

    Python 58 MIT 9 0 0 Updated Aug 28, 2021
  • contextual-utterance-level-multimodal-sentiment-analysis Public

    Context-Dependent Sentiment Analysis in User-Generated Videos

    Python 97 38 1 0 Updated Aug 28, 2021
  • hfusion Public

    Multimodal sentiment analysis using hierarchical fusion with context modeling

    Python 42 MIT 20 3 0 Updated Aug 28, 2021
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