Deep Cognition and Language Research (DeCLaRe) Lab

Repositories

• identifiable-transformers

  text-classification transformer explainable-artificial-intelligence explainable-ml attention-weights
  Python Apache-2.0 0 7 1 0 Updated Jul 27, 2021

• conv-emotion

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

  natural-language-processing sentiment-analysis pytorch lstm memory-network pretrained-models emotion-analysis
  Python MIT 221 715 7 0 Updated Jul 24, 2021

• RECCON

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

  conversations emotion inference dataset causality natural-language-inference causal-inference
  Python 12 81 0 0 Updated Jul 24, 2021

• MELD

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

  sentiment-analysis chatbot dialogue emotion dialogue-systems emotion-detection personality-profiling
  Python GPL-3.0 128 418 16 0 Updated Jul 12, 2021

• CIDER

  This repository contains the dataset and the pytorch implementations of the models from the paper CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CIDER has been accepted to appear at SIGDIAL 2021.

  natural-language-processing dialogue-systems reasoning commonsense-reasoning nli commonsense-extraction
  Python MIT 2 11 0 0 Updated Jun 18, 2021

• dialogue-understanding

  This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

  natural-language-processing sentiment-analysis dialogue pytorch lstm pretrained-models emotion-analysis
  Python MIT 8 84 0 0 Updated Jun 12, 2021

• MIME

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

  natural-language-processing dialogue-systems conversational-bots transformer-encoder empathetic-responses empathetic-dialogues
  Python MIT 7 20 0 0 Updated Feb 10, 2021

• awesome-emotion-recognition-in-conversations

  A comprehensive reading list for Emotion Recognition in Conversations

  natural-language-processing dialogue-systems emotion-recognition conversational-ai multimodal-interactions multimodal-deep-learning emotion-recognition-in-conversation
  19 132 1 0 Updated Jan 29, 2021

• kingdom

  Domain Adaptation using External Knowledge for Sentiment Analysis

  deep-neural-networks deep-learning sentiment-analysis opinion-mining adversarial-networks adversarial-learning domain-adaptation
  Python 13 41 1 0 Updated Jan 2, 2021

• CASCADE

  This repo contains code to detect sarcasm from text in discussion forum using deep learning

  reddit deep-learning tweets tensorflow lstm sarcasm-detection stylometric-features
  Python 46 68 1 1 Updated Dec 1, 2020

• awesome-sentiment-analysis

  Reading list for Awesome Sentiment Analysis papers

  sentiment-analysis opinion-mining emotion-analysis emotion-detection emotion-recognition aspect-based-sentiment-analysis aspect-extraction
  76 368 0 0 Updated Nov 13, 2020

• dialog-HGAT

  Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks

  relation-extraction graph-neural-networks dialogue-relation-extraction
  Python MIT 10 37 0 0 Updated Nov 5, 2020

• MISA

  MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis
  Python MIT 2 30 0 0 Updated Aug 5, 2020

• contextual-utterance-level-multimodal-sentiment-analysis

  Context-Dependent Sentiment Analysis in User-Generated Videos

  sentiment-analysis keras lstm lstm-neural-networks multimodal-interactions multimodal-sentiment-analysis
  Python 36 91 1 0 Updated Jul 17, 2020