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User simulation for evaluating information access systems
With the emergence of various information access systems exhibiting increasing complexity,
there is a critical need for sound and scalable means of automatic evaluation. To address …
there is a critical need for sound and scalable means of automatic evaluation. To address …
Diverse and effective synthetic data generation for adaptable zero-shot dialogue state tracking
We demonstrate substantial performance gains in zero-shot dialogue state tracking (DST) by
enhancing training data diversity through synthetic data generation. Existing DST datasets …
enhancing training data diversity through synthetic data generation. Existing DST datasets …
Instilling type knowledge in language models via multi-task QA
Understanding human language often necessitates understanding entities and their place in
a taxonomy of knowledge--their types. Previous methods to learn entity types rely on training …
a taxonomy of knowledge--their types. Previous methods to learn entity types rely on training …