Leveraging Label Correlations in a Multi-label Setting: A Case Study in
Emotion

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Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

28 October 2022

Georgios Chochlakis

Gireesh Mahajan

Sabyasachee Baruah

Keith Burghardt

Kristina Lerman

Shrikanth Narayanan

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Papers citing "Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion"

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Title
Semantic F1 Scores: Fair Evaluation Under Fuzzy Class Boundaries Georgios Chochlakis Jackson Trager Vedant Jhaveri Nikhil Ravichandran Alexandros Potamianos Shrikanth Narayanan 113 0 0 25 Sep 2025
Large Language Models Do Multi-Label Classification Differently Marcus Ma Georgios Chochlakis Niyantha Maruthu Pandiyan Jesse Thomason Zengyi Qin 265 3 0 23 May 2025
Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts Georgios Chochlakis Peter Wu Arjun Bedi Marcus Ma Kristina Lerman Zengyi Qin 317 1 0 22 May 2025
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' PosteriorsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 412 5 0 17 Oct 2024
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective TasksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Georgios Chochlakis Niyantha Maruthu Pandiyan Kristina Lerman Shrikanth Narayanan ReLM KELM LRM 284 9 0 10 Sep 2024
Posts of Peril: Detecting Information About Hazards in Text Keith Burghardt D. Fessler Chyna Tang Anne C. Pisor Kristina Lerman 258 0 0 28 May 2024
The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 159 7 0 25 Mar 2024
Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation Wen Wu Yue Liu Chuxu Zhang Chung-Cheng Chiu Qiujia Li Junwen Bai Tara N. Sainath P. Woodland 153 4 0 20 Feb 2024
A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jinchao Li Xixin Wu Kaitao Song Dongsheng Li Xunying Liu Helen M. Meng 123 2 0 14 Mar 2023
Anger Breeds Controversy: Analyzing Controversy and Emotions on RedditInternational Conference on Social, Cultural, and Behavioral Modeling (ICSCBM), 2022 Kai Chen Zihao He Rong-Ching Chang Jonathan May Kristina Lerman 148 5 0 01 Dec 2022
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 174 9 0 31 Oct 2022
VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media Georgios Chochlakis Tejas Srinivasan Jesse Thomason Shrikanth Narayanan VLM 206 5 0 18 Aug 2022