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Deep Cognition and Language Research (DeCLaRe) Lab

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  1. conv-emotion Public

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

    Python 1k 290

  2. MELD Public

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

    Python 560 164

  3. 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 E…

    Python 80 24

  4. kingdom Public

    Domain Adaptation using External Knowledge for Sentiment Analysis

    Python 53 16

  5. 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 68 8

  6. CICERO Public

    The purpose of this repository is to introduce new dialogue-level commonsense inference datasets and tasks. We chose dialogues as the data source because dialogues are known to be complex and rich …

    Python 41 3

Repositories

  • CICERO Public

    The purpose of this repository is to introduce new dialogue-level commonsense inference datasets and tasks. We chose dialogues as the data source because dialogues are known to be complex and rich in commonsense.

    Python 41 MIT 3 0 4 Updated Oct 6, 2022
  • WikiDes Public

    A Wikipedia-based summarization dataset

    Python 6 MIT 1 0 0 Updated Oct 5, 2022
  • DoubleMix Public

    Code for the COLING 2022 paper "DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification"

    Python 14 0 0 0 Updated Sep 19, 2022
  • KNOT Public

    This repository contains the implementation of the paper -- KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks

    Python 10 MIT 1 0 0 Updated Sep 15, 2022
  • SANCL Public

    This is a placeholder repository for the code of the paper SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning (COLING 2022). Code will come soon!

    3 0 1 0 Updated Sep 14, 2022
  • 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 Relation Triplet Extraction (ZeroRTE) is to extract relation triplets of the format (head entity, tail entity, relation), despite not having annotated data …

    Python 68 MIT 8 1 1 Updated Jul 10, 2022
  • exemplary-empathy Public

    This repository contains the source codes of the paper -- Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication

    Python 15 MIT 4 2 0 Updated Jul 10, 2022
  • identifiable-transformers Public
    Python 16 Apache-2.0 1 2 0 Updated Jul 6, 2022
  • CIDER Public

    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.

    Python 21 MIT 5 0 0 Updated Jun 30, 2022
  • conv-emotion Public

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

    Python 1,000 MIT 290 7 0 Updated Jun 29, 2022
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