2 citations · 2 across the 7 of their papers we have counts for
7 papers
Can You Trust the Confidence? ConfBench for Vision-Language Models on Document Extraction
Priyashree Roy, Sujitha Martin, Mohammad Rostami +6
Intelligent document processing (IDP) with vision-language models (VLMs) hinges on confidence scores trustworthy enough to route extractions between automation and human review. Ex…
IDP Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation
Md Mofijul Islam, Md Sirajus Salekin, Joe King +8
Understanding and extracting structured insights from unstructured documents remains a foundational challenge in industrial NLP. While Large Language Models (LLMs) enable zero-shot…
DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting
Md Mofijul Islam, Md Sirajus Salekin, Nivedha Balakrishnan +6
Document understanding in real-world applications often requires processing heterogeneous, multi-page document packets containing multiple documents stitched together. Despite rece…
Robust Fused Lasso Penalized Huber Regression with Nonasymptotic Property and Implementation Studies
Xin Xin, Boyi Xie, Yunhai Xiao
For some special data in reality, such as the genetic data, adjacent genes may have the similar function. Thus ensuring the smoothness between adjacent genes is highly necessary. B…
OmniGraph: Rich Representation and Graph Kernel Learning
Boyi Xie, Rebecca J. Passonneau
OmniGraph, a novel representation to support a range of NLP classification tasks, integrates lexical items, syntactic dependencies and frame semantic parses into graphs. Feature en…
Kernelized Locality-Sensitive Hashing for Semi-Supervised Agglomerative Clustering
Boyi Xie, Shuheng Zheng
Large scale agglomerative clustering is hindered by computational burdens. We propose a novel scheme where exact inter-instance distance calculation is replaced by the Hamming dist…
Leveraging Subjective Human Annotation for Clustering Historic Newspaper Articles
Haimonti Dutta, William Chan, Deepak Shankargouda +7
The New York Public Library is participating in the Chronicling America initiative to develop an online searchable database of historically significant newspaper articles. Microfil…