Search Results for author: Benjamin Towle

Found 3 papers, 2 papers with code

End-to-End Autoregressive Retrieval via Bootstrapping for Smart Reply Systems

no code implementations29 Oct 2023 Benjamin Towle, Ke Zhou

Reply suggestion systems represent a staple component of many instant messaging and email systems.

Retrieval Text Retrieval

Model-Based Simulation for Optimising Smart Reply

1 code implementation26 May 2023 Benjamin Towle, Ke Zhou

To perform well at this task, a system should be able to effectively present the user with a diverse set of options, to maximise the chance that at least one of them conveys the user's desired response.

Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games

1 code implementation14 Apr 2023 Benjamin Towle, Ke Zhou

Language models pre-trained on large self-supervised corpora, followed by task-specific fine-tuning has become the dominant paradigm in NLP.

Knowledge Distillation text-based games +1

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