no code implementations • 15 Nov 2023 • Richard Diehl Martinez, Zebulon Goriely, Hope McGovern, Christopher Davis, Andrew Caines, Paula Buttery, Lisa Beinborn
We describe our team's contribution to the STRICT-SMALL track of the BabyLM Challenge.
1 code implementation • Findings (ACL) 2021 • Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe
When applied to a large de-identified dataset of utterances collected by a popular voice assistant platform, our method reduces perplexity by 7. 0% relative over a standard LM that does not incorporate contextual information.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
1 code implementation • 21 Nov 2019 • Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky, Diyi Yang
To address this issue, we introduce a novel testbed for natural language generation: automatically bringing inappropriately subjective text into a neutral point of view ("neutralizing" biased text).
no code implementations • 29 Jun 2018 • Rooz Mahdavian, Richard Diehl Martinez
We introduce Ignition: an end-to-end neural network architecture for training unconstrained self-driving vehicles in simulated environments.
no code implementations • 29 Jun 2018 • Richard Diehl Martinez, Geoffrey Angus, Rooz Mahdavian
We present a method for a wine recommendation system that employs multidimensional clustering and unsupervised learning methods.
no code implementations • 29 Jun 2018 • Richard Diehl Martinez, John Kaleialoha Kamalu
In this paper, we examine the use case of general adversarial networks (GANs) in the field of marketing.
no code implementations • 26 Jun 2018 • Rooz Mahdavian, Richard Diehl Martinez
We propose a simplification of the Theory-of-Mind Network architecture, which focuses on modeling complex, deterministic machines as a proxy for modeling nondeterministic, conscious entities.
1 code implementation • 25 Nov 2017 • Richard Diehl Martinez, Anthony Carrington, Tiffany Kuo, Lena Tarhuni, Nour Adel Zaki Abdel-Motaal
There has been significant literature regarding the way product review sentiment affects brand loyalty.
Applications