Gaurav Singh

15 papers A* 1A 2B 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2019 J jnl
Constructing Artificial Data for Fine-tuning for Low-Resource Biomedical Text Tagging with Applications in PICO Annotation.
CoRR
Gaurav Singh, Zahra Sabet, John Shawe-Taylor, James Thomas
2019 — conf
Relation Extraction using Explicit Context Conditioning.
NAACL-HLT (1)
Gaurav Singh, Parminder Bhatia
2019 J jnl
Relation Extraction using Explicit Context Conditioning.
CoRR
Gaurav Singh, Parminder Bhatia
2019 — —
Text classification.
Gaurav Singh
2018 A conf
Benefits of Using Symmetric Loss in Recommender Systems.
ECIR
Gaurav Singh, Sandra Mitrovic
2018 J jnl
Faster Convergence & Generalization in DNNs.
CoRR
Gaurav Singh, John Shawe-Taylor
2018 J jnl
Improving Active Learning in Systematic Reviews.
CoRR
Gaurav Singh, James Thomas, John Shawe-Taylor
2018 A* conf
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding.
EMNLP
Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace
2018 J jnl
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding.
CoRR
Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace
2017 A conf
A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation.
CIKM
Gaurav Singh, Iain James Marshall, James Thomas, John Shawe-Taylor, Byron C. Wallace
2017 — conf
Identifying Diagnostic Test Accuracy Publications using a Deep Model.
CLEF (Working Notes)
Gaurav Singh, Iain James Marshall, James Thomas, Byron C. Wallace
2017 B conf
Scalable RFM-enriched Representation Learning for Churn Prediction.
DSAA
Sandra Mitrovic, Gaurav Singh, Bart Baesens, Wilfried Lemahieu, Jochen De Weerdt
2016 — conf
Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems.
CLEF
Gaurav Singh, Amin Mantrach, Fabrizio Silvestri
2016 J jnl
Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings.
CoRR
Gaurav Singh, Fabrizio Silvestri, John Shawe-Taylor
2016 J jnl
Predicting Branch Visits and Upselling using Temporal Banking Data.
CoRR
Sandra Mitrovic, Gaurav Singh