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aspect-extraction

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

aste-rl

This repository contains the source codes for the paper: "Aspect Sentiment Triplet Extraction using Reinforcement Learning" published at CIKM 2021.

awesome-erc

A comprehensive reading list for Emotion Recognition in Conversations

awesome-sentiment-analysis

Reading list for Awesome Sentiment Analysis papers

bbfn

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

cascade--contextual-sarcasm-detector

CASCADE: Contextual Sarcasm Detection in Online Discussion Forums

cicero

This repository contains the dataset and codes used in our ACL 2022 paper CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues

cider

context2vec

This code extracts context embedding from sentence

contextual-multimodal-fusion

Contextual inter modal attention for multimodal sentiment analysis

contextual-utterance-level-multimodal-sentiment-analysis

Context-Dependent Sentiment Analysis in User-Generated Videos

conv-emotion

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

coref

BERT for Coreference Resolution

css

The CSS design system that powers GitHub

dialogue-understanding

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

dialogue_gcn

Pytorch implementation to paper "DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation".

emocontext_semeval

SemEval19 Task 3 : EmoContext

flan-alpaca

This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as Flan-T5.

flan-eval

This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.

hyperred

This repository implements our EMNLP 2022 research paper A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach.

iarm

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

kingdom

Domain Adaptation using External Knowledge for Sentiment Analysis

meld

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

mime

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

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

msa-robustness

NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis

multimodal-datahub

This repo contains multimodal dataset with their features for multimodal sentiment analysis and emotion recognition

multimodal-deep-learning

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

multimodal-infomax

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.

multimodal-sentiment-analysis

Attention-based multimodal fusion for sentiment analysis