Amit Singh

6 papers · 2012–2024 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

❓ The Questioner

Venues

EMNLP (2) COLING (1) ICCV (1) ICML (1) NeurIPS (1)

Top co-authors

Gururaj K (2) Karthik Visweswariah (1) Purushottam Kar (1) Jian Jiao (1) Shitao Xiao (1) Manik Varma (1) Sumeet Agarwal (1) Rose Catherine (1) Xing Xie (1) Chaozhuo Li (1)

Research topics

Machine Learning (4) Core Methods (3) Deep Learning (2) Application Areas (2) Architectures (2) Learning Types (2) Artificial Intelligence (1) Computer Vision (1) Natural Language Processing (1) Analysis (1) Applications (1) Core AI (1)

Keywords

representation learning (1) semantic segmentation (1) domain generalization (1) text classification (1) multi-label learning (1) source-free domain adaptation (1) information retrieval (1) deep learning (1) dense retrieval (1) query expansion (1) label embedding (1) sponsored search (1) deep architecture (1) node embedding (1) recommender system (1) generative retrieval (1) extreme classification (1) query understanding (1) siamese network (1) textual graph (1)

Papers

Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024 Generalize Then Adapt: Source-Free Domain Adaptive Semantic Segmentation ICCV 2021 GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph NeurIPS 2021 SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels ICML 2021 Does Similarity Matter? The Case of Answer Extraction from Technical Discussion Forums COLING 2012 Entity based Q&A Retrieval EMNLP 2012