3 citations · 3 across the 4 of their papers we have counts for
4 papers
Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods
Mohit Wadhwa, Mohan Bhambhani, Ashvini Jindal +2
Counterfactual fairness methods address the question: How would the prediction change if the sensitive identity attributes referenced in the text instance were different? These met…
Neural Architecture for Question Answering Using a Knowledge Graph and Web Corpus
Uma Sawant, Saurabh Garg, Soumen Chakrabarti +1
In Web search, entity-seeking queries often trigger a special Question Answering (QA) system. It may use a parser to interpret the question to a structured query, execute that on a…
Features and Aggregators for Web-scale Entity Search
Uma Sawant, Soumen Chakrabarti
We focus on two research issues in entity search: scoring a document or snippet that potentially supports a candidate entity, and aggregating scores from different snippets into an…
Learning Joint Query Interpretation and Response Ranking
Uma Sawant, Soumen Chakrabarti
Thanks to information extraction and semantic Web efforts, search on unstructured text is increasingly refined using semantic annotations and structured knowledge bases. However, m…