13 citations · 40 across the 13 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.CL2023★ 9 cited
DocLLM: A layout-aware generative language model for multimodal document understanding
Dongsheng Wang, Natraj Raman, Mathieu Sibue +6
Enterprise documents such as forms, invoices, receipts, reports, contracts, and other similar records, often carry rich semantics at the intersection of textual and spatial modalit…
cs.CL2023
Synthetic Text Generation using Hypergraph Representations
Natraj Raman, Sameena Shah
Generating synthetic variants of a document is often posed as text-to-text transformation. We propose an alternate LLM based method that first decomposes a document into semantic f…
cs.LG2023★ 1 cited
Bayesian Hierarchical Models for Counterfactual Estimation
Natraj Raman, Daniele Magazzeni, Sameena Shah
Counterfactual explanations utilize feature perturbations to analyze the outcome of an original decision and recommend an actionable recourse. We argue that it is beneficial to pro…