Saurabh Sohoney

5 papers · 2010–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

EMNLP (2) ACL (1) COLING (1) SemEval (1)

Top co-authors

Anup Kulkarni (3) Pushpak Bhattacharyya (3) Mitesh Khapra (3) Arpan Paul (1) Saket Maheshwary (1) Govind (1)

Research topics

Machine Learning (2) Core Methods (2) Learning Types · Machine Learning (2) Deep Learning (1) Knowledge & Reasoning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Learning Types · Deep Learning (1) Representation (1)

Keywords

graph theory (1) embedding learning (1) self-supervised learning (1) weakly supervised learning (1) weak supervision (1) language model (1) deep metric learning (1) geospatial data (1) geolocation prediction (1) cold start (1) address resolution (1) address matching (1) geospatial network (1)

Papers

Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024 Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022 All Words Domain Adapted WSD: Finding a Middle Ground between Supervision and Unsupervision ACL 2010 CFILT: Resource Conscious Approaches for All-Words Domain Specific WSD SemEval 2010 Value for Money: Balancing Annotation Effort, Lexicon Building and Accuracy for Multilingual WSD COLING 2010