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Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/jcad.12162openalex-snapshot
Using the WDEP System of Reality Therapy to Support Person‐Centered Treatment Planning
inferredcites →https://doi.org/10.1007/978-3-031-56855-8_13openalex-snapshot
Evolutionary Multi-objective Optimization of Large Language Model Prompts for Balancing Sentiments
inferredcites →https://doi.org/10.1007/978-3-319-49409-8_32openalex-snapshot
ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results
inferredcites →https://doi.org/10.1007/s10462-022-10386-zopenalex-snapshot
Survey on sentiment analysis: evolution of research methods and topics
inferredcites →https://doi.org/10.1007/s40547-024-00143-4openalex-snapshot
Sentiment Analysis in the Age of Generative AI
inferredcites →https://doi.org/10.1016/j.aiopen.2023.01.001openalex-snapshot
Sarcasm detection using news headlines dataset
inferredcites →https://doi.org/10.1016/j.asej.2014.04.011openalex-snapshot
Sentiment analysis algorithms and applications: A survey
inferredcites →https://doi.org/10.1016/j.dss.2014.05.005openalex-snapshot
Social analytics: Learning fuzzy product ontologies for aspect-oriented sentiment analysis
inferredcites →https://doi.org/10.1016/j.eswa.2015.07.062openalex-snapshot
New approach in quantification of emotional intensity from the speech signal: emotional temperature
inferredcites →https://doi.org/10.1016/j.fcij.2017.12.002openalex-snapshot
A survey on opinion summarization techniques for social media
inferredcites →https://doi.org/10.1016/j.ipm.2018.03.008openalex-snapshot
Implicit aspect extraction in sentiment analysis: Review, taxonomy, oppportunities, and open challenges
inferredcites →https://doi.org/10.1016/j.neucom.2019.11.054openalex-snapshot
BiLSTM with Multi-Polarity Orthogonal Attention for Implicit Sentiment Analysis
inferredcites →https://doi.org/10.1080/00223891.1990.9674052openalex-snapshot
The Levels of Emotional Awareness Scale: A Cognitive-Developmental Measure of Emotion
inferredcites →https://doi.org/10.1080/14779757.2011.599517openalex-snapshot
Person-centered therapy: A pluralistic perspective
inferredcites →https://doi.org/10.1108/02683940010330993openalex-snapshot
Emotional intelligence – A review and evaluation study
inferredcites →https://doi.org/10.1109/access.2019.2929050openalex-snapshot
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances
inferredcites →https://doi.org/10.1109/iceca.2018.8474715openalex-snapshot
LoRa Technology - An Overview
inferredcites →https://doi.org/10.1109/mis.2023.3254179openalex-snapshot
Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT
inferredcites →https://doi.org/10.1109/taffc.2022.3204972openalex-snapshot
The Biases of Pre-Trained Language Models: An Empirical Study on Prompt-Based Sentiment Analysis and Emotion Detection
inferredcites →https://doi.org/10.1109/taffc.2022.3205919openalex-snapshot
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses
inferredcites →https://doi.org/10.1109/taffc.2023.3254883openalex-snapshot
Prompt Consistency for Multi-Label Textual Emotion Detection
inferredcites →https://doi.org/10.1109/taffc.2023.3272031openalex-snapshot
Empirical Validation of an Agent-Based Model of Emotion Contagion
inferredcites →https://doi.org/10.1109/tkde.2015.2485209openalex-snapshot
Survey on Aspect-Level Sentiment Analysis
inferredcites →https://doi.org/10.1109/tkde.2022.3230975openalex-snapshot
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges
inferredcites →https://doi.org/10.1145/3124420openalex-snapshot
Automatic Sarcasm Detection
inferredcites →https://doi.org/10.1145/3166054.3166058openalex-snapshot
A Survey on Dialogue Systems
inferredcites →https://doi.org/10.1145/3394171.3413620openalex-snapshot
DFEW
inferredcites →https://doi.org/10.1145/3543873.3587605openalex-snapshot
LLMs to the Moon? Reddit Market Sentiment Analysis with Large Language Models
inferredcites →https://doi.org/10.1145/3581783.3612336openalex-snapshot
UniSA: Unified Generative Framework for Sentiment Analysis
inferredcites →https://doi.org/10.1145/3581783.3612346openalex-snapshot
MEDIC: A Multimodal Empathy Dataset in Counseling
inferredcites →https://doi.org/10.1145/3603287.3651183openalex-snapshot
Large Language Models Performance Comparison of Emotion and Sentiment Classification
inferredcites →https://doi.org/10.1145/3664647.3681601openalex-snapshot
Observe before Generate: Emotion-Cause aware Video Caption for Multimodal Emotion Cause Generation in Conversations
inferredcites →https://doi.org/10.1146/annurev-linguistics-011415-040518openalex-snapshot
Sentiment Analysis: An Overview from Linguistics
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.1177/1754073916639667openalex-snapshot
The Ability Model of Emotional Intelligence: Principles and Updates
inferredcites →https://doi.org/10.1177/18344909231213958openalex-snapshot
Emotional intelligence of Large Language Models
inferredcites →https://doi.org/10.1521/pedi.1987.1.4.328openalex-snapshot
Dialectical Behavioral Therapy: A Cognitive Behavioral Approach to Parasuicide
inferredcites →https://doi.org/10.1561/2200000006openalex-snapshot
Learning Deep Architectures for AI
inferredcites →https://doi.org/10.1609/aaai.v38i16.29739openalex-snapshot
Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal
inferredcites →https://doi.org/10.1609/aaai.v39i23.34685openalex-snapshot
GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.289openalex-snapshot
Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.290openalex-snapshot
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.726openalex-snapshot
Aspect Sentiment Quad Prediction as Paraphrase Generation
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.534openalex-snapshot
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
inferredcites →https://doi.org/10.18653/v1/2024.acl-long.415openalex-snapshot
Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution
inferredcites →https://doi.org/10.18653/v1/2024.acl-long.547openalex-snapshot
A Sentiment Consolidation Framework for Meta-Review Generation
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.118openalex-snapshot
Be Helpful but Don’t Talk too Much - Enhancing Helpfulness in Conversations through Relevance in Multi-Turn Emotional Support
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.1252openalex-snapshot
ABLE: Personalized Disability Support with Politeness and Empathy Integration
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.224openalex-snapshot
AlignCap: Aligning Speech Emotion Captioning to Human Preferences
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.255openalex-snapshot
F2RL: Factuality and Faithfulness Reinforcement Learning Framework for Claim-Guided Evidence-Supported Counterspeech Generation
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.331openalex-snapshot
Analyzing Key Factors Influencing Emotion Prediction Performance of VLLMs in Conversational Contexts
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.50openalex-snapshot
Integrating Plutchik’s Theory with Mixture of Experts for Enhancing Emotion Classification
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.59openalex-snapshot
HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs
inferredcites →https://doi.org/10.18653/v1/2024.findings-acl.394openalex-snapshot
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance
inferredcites →https://doi.org/10.18653/v1/2024.sigdial-1.21openalex-snapshot
Self-Emotion Blended Dialogue Generation in Social Simulation Agents
inferredcites →https://doi.org/10.18653/v1/p19-1050openalex-snapshot
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations
inferredcites →https://doi.org/10.18653/v1/p19-1096openalex-snapshot
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts
inferredcites →https://doi.org/10.3389/fnbeh.2015.00178openalex-snapshot
The role of the amygdala in the perception of positive emotions: an “intensity detector”

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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