Navneet Potti

2 papers · 2020–2023 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ACL (1) EMNLP (1)

Top co-authors

Sandeep Tata (2) James Bradley Wendt (2) Yichao Zhou (1) Qi Zhao (1) Jing Xie (1) Bodhisattwa Prasad Majumder (1) Marc Najork (1)

Research topics

Computer Vision (2) Machine Learning (2) Domain-Specific (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

active learning (1) representation learning (1) information extraction (1) document understanding (1) uncertainty sampling (1) selective labeling (1) data labeling (1) document extraction (1) visual document (1) neural network (1) document image (1) partial labeling (1) form-like document (1) visual document processing (1)

Papers

Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models EMNLP 2023 Representation Learning for Information Extraction from Form-like Documents ACL 2020