no code implementations • 1 Apr 2024 • Florian Hartmann, Duc-Hieu Tran, Peter Kairouz, Victor Cărbune, Blaise Aguera y Arcas
In this work, we show the feasibility of applying cascade systems in such setups by equipping the local model with privacy-preserving techniques that reduce the risk of leaking private information when querying the remote model.
1 code implementation • 7 Feb 2024 • Gilles Baechler, Srinivas Sunkara, Maria Wang, Fedir Zubach, Hassan Mansoor, Vincent Etter, Victor Cărbune, Jason Lin, Jindong Chen, Abhanshu Sharma
At the heart of this mixture is a novel screen annotation task in which the model has to identify the type and location of UI elements.
Ranked #3 on Visual Question Answering (VQA) on InfographicVQA (using extra training data)
1 code implementation • 14 Nov 2023 • Gladys Tyen, Hassan Mansoor, Victor Cărbune, Peter Chen, Tony Mak
While self-correction has shown promise in improving LLM outputs in terms of style and quality (e. g. Chen et al., 2023; Madaan et al., 2023), recent attempts to self-correct logical or reasoning errors often cause correct answers to become incorrect, resulting in worse performances overall (Huang et al., 2023).
no code implementations • 20 Oct 2020 • Daria Soboleva, Ondrej Skopek, Márius Šajgalík, Victor Cărbune, Felix Weissenberger, Julia Proskurnia, Bogdan Prisacari, Daniel Valcarce, Justin Lu, Rohit Prabhavalkar, Balint Miklos
We present a novel multi-modal unspoken punctuation prediction system for the English language which combines acoustic and text features.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1