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@declare-lab

Deep Cognition and Language Research (DeCLaRe) Lab

Pinned

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

    Python 877 266

  2. MELD Public

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

    Python 501 147

  3. Reading list for Awesome Sentiment Analysis papers

    429 87

  4. RECCON Public

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

    Python 107 16

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

    OpenEdge ABL 196 65

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

    Python 52 13

Repositories

  • 3 MIT 0 0 0 Updated Mar 20, 2022
  • 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 196 MIT 65 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 17 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 22 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 52 MIT 13 0 0 Updated Nov 9, 2021
  • 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 19, 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 62 MIT 10 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

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