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

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

28 October 2022

Georgios Chochlakis

Gireesh Mahajan

Sabyasachee Baruah

Keith Burghardt

Kristina Lerman

Shrikanth Narayanan

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

10 / 10 papers shown

Title
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 32 0 0 17 Oct 2024
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks Georgios Chochlakis Niyantha Maruthu Pandiyan Kristina Lerman Shrikanth Narayanan ReLM KELM LRM 42 4 0 10 Sep 2024
Trust and Terror: Hazards in Text Reveal Negatively Biased Credulity and Partisan Negativity Bias Keith Burghardt D. Fessler Chyna Tang Anne C. Pisor Kristina Lerman 40 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 37 5 0 25 Mar 2024
Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation Wen Wu Bo-wen Li C. Zhang Chung-Cheng Chiu Qiujia Li Junwen Bai Tara N. Sainath P. Woodland 30 2 0 20 Feb 2024
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition Jinchao Li Xixin Wu Kaitao Song Dongsheng Li Xunying Liu Helen M. Meng 20 2 0 14 Mar 2023
Anger Breeds Controversy: Analyzing Controversy and Emotions on Reddit Kai Chen Zihao He Rong-Ching Chang Jonathan May Kristina Lerman 30 6 0 01 Dec 2022
Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats Georgios Chochlakis Gireesh Mahajan Sabyasachee Baruah Keith Burghardt Kristina Lerman Shrikanth Narayanan 22 6 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 29 4 0 18 Aug 2022
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction Hassan Alhuzali Sophia Ananiadou 47 86 0 25 Jan 2021