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conv-emotion
This repo contains implementation of different architectures for emotion recognition in conversations.tango
Codes and Model of the paper "Text-to-Audio Generation using Instruction Tuned LLM and Latent Diffusion Model"MELD
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversationmultimodal-deep-learning
This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.awesome-sentiment-analysis
Reading list for Awesome Sentiment Analysis papersinstruct-eval
This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.flan-alpaca
This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as Flan-T5.awesome-emotion-recognition-in-conversations
A comprehensive reading list for Emotion Recognition in ConversationsMISA
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment AnalysisRECCON
This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.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.dialogue-understanding
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical StudyRelationPrompt
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 for the test relation labels.contextual-utterance-level-multimodal-sentiment-analysis
Context-Dependent Sentiment Analysis in User-Generated Videosflacuna
Flacuna was developed by fine-tuning Vicuna on Flan-mini, a comprehensive instruction collection encompassing various tasks. Vicuna is already an excellent writing assistant, and the intention behind Flacuna was to enhance Vicuna's problem-solving capabilities. To achieve this, we curated a dedicated instruction dataset called Flan-mini.CASCADE
This repo contains code to detect sarcasm from text in discussion forum using deep learningBBFN
This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment AnalysisCICERO
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.dialog-HGAT
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networkskingdom
Domain Adaptation using External Knowledge for Sentiment Analysisred-instruct
Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignmenthfusion
Multimodal sentiment analysis using hierarchical fusion with context modelingMIME
This repository contains PyTorch implementations of the models from the paper An Empirical Study MIME: MIMicking Emotions for Empathetic Response Generation.speech-adapters
Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech understandingMSA-Robustness
NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysissentence-ordering
This repository contains the PyTorch implementation of the paper STaCK: Sentence Ordering with Temporal Commonsense Knowledge appearing at EMNLP 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.LLM-PuzzleTest
This repository is maintained to release dataset and models for multimodal puzzle reasoning.HyperRED
This repository implements our EMNLP 2022 research paper A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach.identifiable-transformers
MM-Align
[EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences"TEAM
Our EMNLP 2022 paper on MCQAMM-InstructEval
This repository contains code to evaluate various multimodal large language models using different instructions across multiple multimodal content comprehension tasks.DoubleMix
Code for the COLING 2022 paper "DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification"resta
Restore safety in fine-tuned language models through task arithmeticM2H2-dataset
This repository contains the dataset and baselines explained in the paper: M2H2: A Multimodal Multiparty Hindi Dataset For HumorRecognition in ConversationsASTE-RL
This repository contains the source codes for the paper: "Aspect Sentiment Triplet Extraction using Reinforcement Learning" published at CIKM 2021.SAT
Code for the EMNLP 2022 Findings short paper "SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training"adapter-mix
KNOT
This repository contains the implementation of the paper -- KNOT: Knowledge Distillation using Optimal Transport for Solving NLP TasksWikiDes
A Wikipedia-based summarization datasetVIP
Our EMNLP 2022 paper on VIP-Based Prompting for Parameter-Efficient Learningdomadapter
Code for EACL'23 paper "Udapter: Efficient Domain Adaptation Using Adapters"InstrAug
[Arxiv 2024] Official Implementation of the paper: "InstrAug: Automatic Instruction Augmentation for Multimodal Instruction Fine-tuning"SANCL
[COLING 2022] This repository contains the code of the paper SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning.Sealing
[NAACL 2024] Official Implementation of paper "Self-Adaptive Sampling for Efficient Video Question Answering on Image--Text Models"segue
Codes and Checkpoints of the Interspeech paper "Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding"llm_robustness
NLP-OT
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