Search Results for author: Silviu Cucerzan

Found 4 papers, 0 papers with code

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

no code implementations11 Apr 2024 Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang

Scientific Research, vital for improving human life, is hindered by its inherent complexity, slow pace, and the need for specialized experts.

Language Modelling Large Language Model +1

Knowledge-Centric Templatic Views of Documents

no code implementations13 Jan 2024 Isabel Cachola, Silviu Cucerzan, Allen herring, Vuksan Mijovic, Erik Oveson, Sujay Kumar Jauhar

Thus, in our work, we consider each of these documents to be templatic views of the same underlying knowledge, and we aim to unify the generation and evaluation of these templatic views of documents.

Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion

no code implementations10 Nov 2023 Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, Allen herring, Sujay Kumar Jauhar

Specifically, we construct an entity-centric knowledge store for each user based on their search and browsing activities on the web, which is then leveraged to provide contextually relevant LLM prompt augmentations.

Knowledge Graphs

Modeling Tag Prediction based on Question Tagging Behavior Analysis of CommunityQA Platform Users

no code implementations4 Jul 2023 Kuntal Kumar Pal, Michael Gamon, Nirupama Chandrasekaran, Silviu Cucerzan

To develop better tag prediction across diverse communities and domains, we performed a thorough analysis of users' tagging behavior in 17 StackExchange communities.

Community Question Answering Retrieval +1

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