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Found 5 papers, 1 papers with code
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages
To remedy this, we build a counterfactual evaluation corpus for gender and racial/migrant bias in four languages.
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks
Interestingly, we find that prompting combined with KD can reduce compute and data cost at the same time.
Book QA: Stories of Challenges and Opportunities
We present a system for answering questions based on the full text of books (BookQA), which first selects book passages given a question at hand, and then uses a memory network to reason and predict an answer.
BookQA: Stories of Challenges and Opportunities
We present a system for answering questions based on the full text of books (BookQA), which first selects book passages given a question at hand, and then uses a memory network to reason and predict an answer.
Joint Optimization of Cascade Ranking Models
A cascaded ranking architecture turns ranking into a pipeline of multiple stages, and has been shown to be a powerful approach to balancing efficiency and effectiveness trade-offs in large-scale search systems.
