Search Results for author: Benjamin Rozonoyer

Found 4 papers, 1 papers with code

QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval

no code implementations7 Sep 2024 Hemanth Kandula, Damianos Karakos, Haoling Qiu, Benjamin Rozonoyer, Ian Soboroff, Lee Tarlin, Bonan Min

We present a novel, interactive system called $\textit{QueryBuilder}$, which allows a novice, English-speaking user to create queries with a small amount of effort, through efficient exploration of an English development corpus in order to rapidly develop cross-lingual information retrieval queries corresponding to the user's information needs.

Cross-Lingual Information Retrieval Efficient Exploration +1

Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation

1 code implementation15 Nov 2023 Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum

In this paper, we present the discovery that a student model distilled from a few-shot prompted LLM can commonly generalize better than its teacher to unseen examples on such tasks.

Constituency Parsing Knowledge Distillation +3

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