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of 135
pro vyhledávání: '"PAREKH, AMIT"'
Language models have been shown to reproduce underlying biases existing in their training data, which is the majority perspective by default. Proposed solutions aim to capture minority perspectives by either modelling annotator disagreements or group
Externí odkaz:
http://arxiv.org/abs/2407.14259
Evaluating the generalisation capabilities of multimodal models based solely on their performance on out-of-distribution data fails to capture their true robustness. This work introduces a comprehensive evaluation framework that systematically examin
Externí odkaz:
http://arxiv.org/abs/2407.03967
Augmenting Large Language Models (LLMs) with image-understanding capabilities has resulted in a boom of high-performing Vision-Language models (VLMs). While studying the alignment of LLMs to human values has received widespread attention, the safety
Externí odkaz:
http://arxiv.org/abs/2405.04403
Autor:
Pantazopoulos, Georgios, Nikandrou, Malvina, Parekh, Amit, Hemanthage, Bhathiya, Eshghi, Arash, Konstas, Ioannis, Rieser, Verena, Lemon, Oliver, Suglia, Alessandro
Interactive and embodied tasks pose at least two fundamental challenges to existing Vision & Language (VL) models, including 1) grounding language in trajectories of actions and observations, and 2) referential disambiguation. To tackle these challen
Externí odkaz:
http://arxiv.org/abs/2311.04067
Autor:
Vitsakis, Nikolas, Parekh, Amit, Dinkar, Tanvi, Abercrombie, Gavin, Konstas, Ioannis, Rieser, Verena
There are two competing approaches for modelling annotator disagreement: distributional soft-labelling approaches (which aim to capture the level of disagreement) or modelling perspectives of individual annotators or groups thereof. We adapt a multi-
Externí odkaz:
http://arxiv.org/abs/2305.06074
Publikováno v:
In Journal of the Pediatric Orthopaedic Society of North America May 2024 7
Autor:
Mukherjee, Sagnik, Singh, Manpreet, Ravani, Ankita, Parekh, Amit, Shukla, Atindra, Chaki, Sunil, Neogi, Subhadip, Mishra, Manish Kumar
Publikováno v:
In Microporous and Mesoporous Materials September 2023 359
Publikováno v:
In Applied Catalysis A, General 5 August 2023 663
Publikováno v:
In Journal of the Pediatric Orthopaedic Society of North America August 2021 3(3)
Autor:
Curtis, Daniel M., Lee, Cody S., Qin, Charles, Edgington, Jonathan, Parekh, Amit, Miller, John, Tokish, John M., Amirouche, Farid, Athiviraham, Aravind
Publikováno v:
In Arthroscopy: The Journal of Arthroscopic and Related Surgery March 2020 36(3):680-686