Georgios Chochlakis

According to our database, Georgios Chochlakis authored at least 15 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Large Language Models Do Multi-Label Classification Differently.

Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan, Jesse Thomason, Shrikanth Narayanan

CoRR, 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, Shrikanth Narayanan

CoRR, May, 2025

Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors.

Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

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

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

A Multi-Perspective Machine Learning Approach to Evaluate Police-Driver Interaction in Los Angeles.

Benjamin A. T. Grahama, Lauren Brown, Georgios Chochlakis, Morteza Dehghani, Raquel Delerme, Brittany Friedman, Ellie Graeden, Preni Golazizian, Rajat Hebbar, Parsa Hejabi, Aditya Kommineni, Mayagüez Salinas, Michael Sierra-Arévalo, Jackson Trager, Nicholas Weller, Shrikanth Narayanan

CoRR, 2024

Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders.

Georgios Chochlakis, Chandrashekhar Lavania, Prashant Mathur, Kyu J. Han

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

CVAT-BWV: A Web-Based Video Annotation Platform for Police Body-Worn Video.

Parsa Hejabi, Akshay Kiran Padte, Preni Golazizian, Rajat Hebbar, Jackson Trager, Georgios Chochlakis, Aditya Kommineni, Ellie Graeden, Shrikanth Narayanan, Benjamin A. T. Grahama, Morteza Dehghani

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Socio-Linguistic Characteristics of Coordinated Inauthentic Accounts.

Keith Burghardt, Ashwin Rao, Georgios Chochlakis, Sabyasachee Baruah, Siyi Guo, Zihao He, Andrew Rojecki, Shrikanth Narayanan, Kristina Lerman

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 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

Proceedings of the 12th International Conference on Affective Computing and Intelligent Interaction, 2024

2023

Using Emotion Embeddings to Transfer Knowledge between Emotions, Languages, and Annotation Formats.

Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

VAuLT: Augmenting the Vision-and-Language Transformer with the Propagation of Deep Language Representations.

Georgios Chochlakis, Tejas Srinivasan, Jesse Thomason, Shrikanth Narayanan

CoRR, 2022

CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks.

Tejas Srinivasan, Ting-Yun Chang, Leticia Leonor Pinto Alva, Georgios Chochlakis, Mohammad Rostami, Jesse Thomason

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

End-to-end Generative Zero-shot Learning via Few-shot Learning.

Georgios Chochlakis, Efthymios Georgiou, Alexandros Potamianos

CoRR, 2021

2020

Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning.

Emmanouil Panagiotou, Georgios Chochlakis, Lazaros Grammatikopoulos, Eleni Charou

Remote. Sens., 2020