Contrastive Distillation of Emotion Knowledge from LLMs for Zero-Shot Emotion Recognition

23 May 2025

Papers citing "Contrastive Distillation of Emotion Knowledge from LLMs for Zero-Shot Emotion Recognition"

21 / 21 papers shown

Title
Rule Based Rewards for Language Model SafetyNeural Information Processing Systems (NeurIPS), 2024 Tong Mu Alec Helyar Johannes Heidecke Joshua Achiam Andrea Vallone Ian Kivlichan Molly Lin Alex Beutel John Schulman Lilian Weng ALM 278 89 0 02 Nov 2024
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMsInterspeech (Interspeech), 2024 Minxue Niu Mimansa Jaiswal Emily Mower Provost 168 16 0 30 Aug 2024
GPT-4 Emulates Average-Human Emotional Cognition from a Third-Person PerspectiveAffective Computing and Intelligent Interaction (ACII), 2024 Ala Nekouvaght Tak Jonathan Gratch 145 20 0 11 Aug 2024
FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability Congying Xia Chen Xing Jiangshu Du Xinyi Yang Yihao Feng Ran Xu Wenpeng Yin Caiming Xiong ALM 241 70 0 28 Feb 2024
Affective Computing for Healthcare: Recent Trends, Applications, Challenges, and Beyond Yuanyuan Liu Ke Wang Lin Wei Jingying Chen Yibing Zhan Dapeng Tao Zhe Chen 155 18 0 21 Feb 2024
English Prompts are Better for NLI-based Zero-Shot Emotion Classification than Target-Language PromptsThe Web Conference (WWW), 2024 Patrick Bareiss Roman Klinger Jeremy Barnes 201 13 0 05 Feb 2024
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective AnalysisKnowledge Discovery and Data Mining (KDD), 2024 Shanshan Yang Kailai Yang Tianlin Zhang Qianqian Xie Sophia Ananiadou 202 88 0 16 Jan 2024
GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition Zheng Lian Guoying Zhao Haiyang Sun Kang Chen Zhuofan Wen Hao Gu Yinan Han Jianhua Tao 226 71 0 07 Dec 2023
Sentiment Analysis in the Era of Large Language Models: A Reality Check Wenxuan Zhang Yue Deng Bing-Quan Liu Sinno Jialin Pan Lidong Bing AI4MH 185 442 0 24 May 2023
Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation FormatsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Georgios Chochlakis Gireesh Mahajan Sabyasachee Baruah Keith Burghardt Kristina Lerman Shrikanth Narayanan 166 9 0 31 Oct 2022
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion AnalysisConference of the European Chapter of the Association for Computational Linguistics (EACL), 2017 Sven Buechel U. Hahn 139 258 0 04 May 2022
Dawn of the transformer era in speech emotion recognition: closing the valence gapIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Johannes Wagner Andreas Triantafyllopoulos H. Wierstorf Maximilian Schmitt Felix Burkhardt F. Eyben Björn W. Schuller 291 401 0 14 Mar 2022
Cross Domain Emotion Recognition using Few Shot Knowledge Transfer Justin Olah Sabyasachee Baruah Digbalay Bose Shrikanth Narayanan 176 7 0 11 Oct 2021
Multitask Multi-database Emotion Recognition Manh-Tu Vu M. Beurton-Aimar CVBM 115 32 0 08 Jul 2021
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.9K 39,712 0 26 Feb 2021
Towards Label-Agnostic Emotion EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Sven Buechel Luise Modersohn U. Hahn 187 11 0 01 Dec 2020
Investigating Bias and Fairness in Facial Expression Recognition Tian Xu J. White Sinan Kalkan Hatice Gunes CVBM 324 176 0 20 Jul 2020
GoEmotions: A Dataset of Fine-Grained EmotionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Dorottya Demszky Dana Movshovitz-Attias Jeongwoo Ko Alan S. Cowen Gaurav Nemade Sujith Ravi AI4MH 270 872 0 01 May 2020
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Wenpeng Yin Jamaal Hay Dan Roth 340 606 0 31 Aug 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.8K 106,430 0 11 Oct 2018
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text SequencesIEEE Transactions on Knowledge and Data Engineering (TKDE), 2018 Marcel Trotzek Sven Koitka Christoph M. Friedrich 241 227 0 19 Apr 2018