37 citations · 133 across the 50 of their papers we have counts for
57 papers
From We to Me: Theory Informed Narrative Shift with Abductive Reasoning
Jaikrishna Manojkumar Patil, Divyagna Bavikadi, Kaustuv Mukherji +5
Effective communication often relies on aligning a message with an audience's narrative and worldview. Narrative shift involves transforming text to reflect a different narrative f…
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries
Noel Ngu, Nathaniel Lee, Paulo Shakarian
Error prediction in large language models often relies on domain-specific information. In this paper, we present measures for quantification of error in the response of a large lan…
Rule-Based Error Detection and Correction to Operationalize Movement Trajectory Classification
Bowen Xi, Kevin Scaria, Divyagna Bavikadi +1
Classification of movement trajectories has many applications in transportation and is a key component for large-scale movement trajectory generation and anomaly detection which ha…
PyReason: Software for Open World Temporal Logic
Dyuman Aditya, Kaustuv Mukherji, Srikar Balasubramanian +2
The growing popularity of neuro symbolic reasoning has led to the adoption of various forms of differentiable (i.e., fuzzy) first order logic. We introduce PyReason, a software fra…
An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP)
Paulo Shakarian, Abhinav Koyyalamudi, Noel Ngu +1
We study the performance of a commercially available large language model (LLM) known as ChatGPT on math word problems (MWPs) from the dataset DRAW-1K. To our knowledge, this is th…
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture
Paulo Shakarian, Gerardo I. Simari
While deep neural networks have led to major advances in image recognition, language translation, data mining, and game playing, there are well-known limits to the paradigm such as…