Search Results for author: Sairam Gurajada

Found 6 papers, 2 papers with code

A Research Framework for Understanding Education-Occupation Alignment with NLP Techniques

no code implementations ACL (NLP4PosImpact) 2021 Renzhe Yu, Subhro Das, Sairam Gurajada, Kush Varshney, Hari Raghavan, Carlos Lastra-Anadon

Understanding the gaps between job requirements and university curricula is crucial for improving student success and institutional effectiveness in higher education.

LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking

no code implementations ACL 2021 Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander Gray

Entity linking (EL), the task of disambiguating mentions in text by linking them to entities in a knowledge graph, is crucial for text understanding, question answering or conversational systems.

Entity Linking Fine-tuning +1

Low-resource Deep Entity Resolution with Transfer and Active Learning

no code implementations ACL 2019 Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li, Lucian Popa

Recent adaptation of deep learning methods for ER mitigates the need for dataset-specific feature engineering by constructing distributed representations of entity records.

Active Learning Entity Resolution +2

KOGNAC: Efficient Encoding of Large Knowledge Graphs

1 code implementation16 Apr 2016 Jacopo Urbani, Sourav Dutta, Sairam Gurajada, Gerhard Weikum

We propose KOGNAC, a dictionary-encoding algorithm designed to improve SPARQL querying with a judicious combination of statistical and semantic techniques.

Knowledge Graphs

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