2 citations · 2 across the 2 of their papers we have counts for
5 papers
FinGREAT: Evaluating LLMs on Financial Graph-guided Retrieval And Typing
Ashman Mehra, Bryan Routledge, Jane JaeYeon Pyo +1
Financial disclosures express the underlying relationships of double-entry accounting through unstructured text. While financial LLM benchmarks predominantly emphasize question ans…
FinQA: A Dataset of Numerical Reasoning over Financial Data
Zhiyu Chen, Wenhu Chen, Charese Smiley +8
The sheer volume of financial statements makes it difficult for humans to access and analyze a business's financials. Robust numerical reasoning likewise faces unique challenges in…
Character Sequence Models for ColorfulWords
Kazuya Kawakami, Chris Dyer, Bryan R. Routledge +1
We present a neural network architecture to predict a point in color space from the sequence of characters in the color's name. Using large scale color--name pairs obtained from an…
The Utility of Text: The Case of Amicus Briefs and the Supreme Court
Yanchuan Sim, Bryan Routledge, Noah A. Smith
We explore the idea that authoring a piece of text is an act of maximizing one's expected utility. To make this idea concrete, we consider the societally important decisions of the…
A Sparse and Adaptive Prior for Time-Dependent Model Parameters
Dani Yogatama, Bryan R. Routledge, Noah A. Smith
We consider the scenario where the parameters of a probabilistic model are expected to vary over time. We construct a novel prior distribution that promotes sparsity and adapts the…