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HalluciBot: Is There No Such Thing as a Bad Question?
We propose HalluciBot, a model that predicts the probability of hallucination $\textbf{before generation}$, for any query imposed to an LLM.
BuDDIE: A Business Document Dataset for Multi-task Information Extraction
Several datasets exist for research on specific tasks of VRDU such as document classification (DC), key entity extraction (KEE), entity linking, visual question answering (VQA), inter alia.
Directed Criteria Citation Recommendation and Ranking Through Link Prediction
We explore link prediction as a proxy for automatically surfacing documents from existing literature that might be topically or contextually relevant to a new document.
Financial Table Extraction in Image Documents
Table extraction has long been a pervasive problem in financial services.
FlowMind: Automatic Workflow Generation with LLMs
FlowMind further simplifies user interaction by presenting high-level descriptions of auto-generated workflows, enabling users to inspect and provide feedback effectively.
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