11 citations · 20 across the 9 of their papers we have counts for
9 papers
FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents
Yuhao Zhang, O. Ozan Koyluoglu, Thejas Venkatesh +4
AI agents are increasingly deployed for professional investment research, yet no benchmark captures the complexity of the full investor workflow. Existing benchmarks mainly target…
Attention-based Contextual Language Model Adaptation for Speech Recognition
Richard Diehl Martinez, Scott Novotney, Ivan Bulyko +3
Language modeling (LM) for automatic speech recognition (ASR) does not usually incorporate utterance level contextual information. For some domains like voice assistants, however,…
Automatically Neutralizing Subjective Bias in Text
Reid Pryzant, Richard Diehl Martinez, Nathan Dass +3
Texts like news, encyclopedias, and some social media strive for objectivity. Yet bias in the form of inappropriate subjectivity - introducing attitudes via framing, presupposing t…
Grapevine: A Wine Prediction Algorithm Using Multi-dimensional Clustering Methods
Richard Diehl Martinez, Geoffrey Angus, Rooz Mahdavian
We present a method for a wine recommendation system that employs multidimensional clustering and unsupervised learning methods. Our algorithm first performs clustering on a large…
Using General Adversarial Networks for Marketing: A Case Study of Airbnb
Richard Diehl Martinez, John Kaleialoha Kamalu
In this paper, we examine the use case of general adversarial networks (GANs) in the field of marketing. In particular, we analyze how GAN models can replicate text patterns from s…
Ignition: An End-to-End Supervised Model for Training Simulated Self-Driving Vehicles
Rooz Mahdavian, Richard Diehl Martinez
We introduce Ignition: an end-to-end neural network architecture for training unconstrained self-driving vehicles in simulated environments. The model is a ResNet-18 variant, which…
Theory of Machine Networks: A Case Study
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, consciou…
The Impact of an AirBnb Host's Listing Description 'Sentiment' and Length On Occupancy Rates
Richard Diehl Martinez, Anthony Carrington, Tiffany Kuo +2
There has been significant literature regarding the way product review sentiment affects brand loyalty. Intrigued by how natural language influences consumer choice, we were motiva…
The Nu Class of Low-Degree-Truncated, Rational, Generalized Functions. Ib. Integrals of Matern-correlation functions for all odd-half-integer class parameters
Selden Crary, Richard Diehl Martinez, Michael Saunders
This paper is an extension of Parts I and Ia of a series about Nu-class generalized functions. We provide hand-generated algebraic expressions for integrals of single Matern-covari…