Search Results for author: Kevin Ros

Found 5 papers, 2 papers with code

JIR-Arena: The First Benchmark Dataset for Just-in-time Information Recommendation

1 code implementation19 May 2025 Ke Yang, Kevin Ros, Shankar Kumar Senthil Kumar, ChengXiang Zhai

Our evaluation of this baseline system on JIR-Arena indicates that while foundation model-based JIR systems simulate user needs with reasonable precision, they face challenges in recall and effective content retrieval.

Information Retrieval Retrieval

Interactive Information Need Prediction with Intent and Context

no code implementations5 Jan 2025 Kevin Ros, Dhyey Pandya, ChengXiang Zhai

The ability to predict a user's information need would have wide-ranging implications, from saving time and effort to mitigating vocabulary gaps.

Prediction Retrieval +1

Translation between Molecules and Natural Language

1 code implementation25 Apr 2022 Carl Edwards, Tuan Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji

We present $\textbf{MolT5}$ $-$ a self-supervised learning framework for pretraining models on a vast amount of unlabeled natural language text and molecule strings.

Molecule Captioning Self-Supervised Learning +2

Comprehension and Knowledge

no code implementations11 Dec 2020 Pavel Naumov, Kevin Ros

The ability of an agent to comprehend a sentence is tightly connected to the agent's prior experiences and background knowledge.

Sentence

Strategic Coalitions in Stochastic Games

no code implementations10 Oct 2019 Pavel Naumov, Kevin Ros

The article introduces a notion of a stochastic game with failure states and proposes two logical systems with modality "coalition has a strategy to transition to a non-failure state with a given probability while achieving a given goal."

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