49 citations · 71 across the 5 of their papers we have counts for
6 papers
LogicVal:A Logic-Formalized Benchmark for Constraint Satisfaction in Text-to-Image Generation
Savitha Sam Abraham, Marjan Alirezaie, Hossein Rahnama
Text-to-Image (T2I) generative models have made significant progress in producing high-fidelity images from natural-language prompts. Alongside this progress, numerous benchmarks h…
To Ask or Not to Ask? Detecting Absence of Information in Vision and Language Navigation
Savitha Sam Abraham, Sourav Garg, Feras Dayoub
Recent research in Vision Language Navigation (VLN) has overlooked the development of agents' inquisitive abilities, which allow them to ask clarifying questions when instructions…
REDAffectiveLM: Leveraging Affect Enriched Embedding and Transformer-based Neural Language Model for Readers' Emotion Detection
Anoop Kadan, Deepak P., Manjary P. Gangan +2
Technological advancements in web platforms allow people to express and share emotions towards textual write-ups written and shared by others. This brings about different interesti…
CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning
Adam Dahlgren Lindström, Savitha Sam Abraham
We introduce CLEVR-Math, a multi-modal math word problems dataset consisting of simple math word problems involving addition/subtraction, represented partly by a textual descriptio…
Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers
Sowmya S Sundaram, Sairam Gurajada, Marco Fisichella +2
From the latter half of the last decade, there has been a growing interest in developing algorithms for automatically solving mathematical word problems (MWP). It is a challenging…
Representativity Fairness in Clustering
Deepak P, Savitha Sam Abraham
Incorporating fairness constructs into machine learning algorithms is a topic of much societal importance and recent interest. Clustering, a fundamental task in unsupervised learni…