ISI Directory

Georgios Chochlakis

Publications

2025
Large Language Models Do Multi-Label Classification Differently
Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan, Jesse Thomason, Shrikanth Narayanan
arXiv preprint arXiv:2505.17510,  2025
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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
arXiv preprint arXiv:2505.17222,  2025
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2024
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors
Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan
arXiv preprint arXiv:2410.13776,  2024
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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
arXiv preprint arXiv:2409.06173,  2024
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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 AT Graham, Morteza Dehghani
Proceedings of the Thirty-Third International Joint Conference on Artificial …,  2024
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Socio-linguistic characteristics of coordinated inauthentic accounts
Keith Burghardt, Ashwin Rao, Georgios Chochlakis, Baruah Sabyasachee, Siyi Guo, Zihao He, Andrew Rojecki, Shrikanth Narayanan, Kristina Lerman
Proceedings of the International AAAI Conference on Web and Social Media 18 …,  2024
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The strong pull of prior knowledge in large language models and its impact on emotion recognition
Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan
arXiv preprint arXiv:2403.17125,  2024
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A multi-perspective machine learning approach to evaluate police-driver interaction in Los Angeles
Benjamin AT 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
arXiv preprint arXiv:2402.01703,  2024
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Tackling missing modalities in audio-visual representation learning using masked autoencoders
Georgios Chochlakis, Chandrashekhar Lavania, Prashant Mathur, Kyu Han
2024
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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
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …,  2023
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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
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …,  2023
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2022
Climb: A continual learning benchmark for vision-and-language tasks
Tejas Srinivasan, Ting-Yun Chang, Leticia Pinto Alva, Georgios Chochlakis, Mohammad Rostami, Jesse Thomason
Advances in Neural Information Processing Systems 35, 29440-29453,  2022
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VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media
Georgios Chochlakis, Tejas Srinivasan, Jesse Thomason, Shrikanth Narayanan
arXiv preprint arXiv:2208.09021,  2022
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2021
End-to-end generative zero-shot learning via few-shot learning
Georgios Chochlakis, Efthymios Georgiou, Alexandros Potamianos
arXiv preprint arXiv:2102.04379,  2021
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2020
Generating elevation surface from a single RGB remotely sensed image using deep learning
Emmanouil Panagiotou, Georgios Chochlakis, Lazaros Grammatikopoulos, Eleni Charou
Remote Sensing 12 (12), 2002,  2020
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