Trinita Roy

dblp:331/4411 · DBLP profile ↗
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2ranked-venue papers
1as first author
2since 2021 · last 2024
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021Databases, data management, data science and information retrieval · 1 · 1 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Language models and text generation · 56% Question answering and dialogue systems · 44%
Human-computer interaction and pervasive computing
1 paper
User interface design and tools · 100%

Topics — the 3 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Question answering and dialogue systems › machine reading comprehension
document question answering
0.812024
SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance · AAAI 2024
Natural language and speech › Language models and text generation
retrieval-augmented generation
0.812024
SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance · AAAI 2024
Natural language and speech › Language models and text generation › text summarization › long document summarization
scientific paper summarization
0.212024
SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance · AAAI 2024

Methods — techniques the papers use, named apart from their topics

retrieval-augmented generation · 1.5
YearPublicationVenuePosition
2024 SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance
abstract
We introduce SciSpace Copilot, an AI research assistant that helps in understanding and reading research papers faster by providing a plethora of features. Answering questions from a document has recently become popular using the Retrieval Augmented Generation (RAG) approach. Our tool uses an advanced question-answering pipeline to get accurate answers and also provide exact citations for the same. We provide many more valuable features on scientific text, including generating explanations, generating summaries, adding notes and highlights, and finding related papers from our 200 million corpus. Our tool supports 100+ languages, making research more accessible across language barriers. Thousands of users use SciSpace Copilot on a daily basis by uploading their articles to understand research faster and better. Our tool can be accessed at this link: https://typeset.io.
Trinita Roy, Asheesh Kumar, Daksh Raghuvanshi, Siddhant Jain, Goutham Vignesh, Kartik Shinde, Rohan Tondulkar
AAAI1
2024 SciSpace Literature Review: Harnessing AI for Effortless Scientific Discovery
Siddhant Jain, Asheesh Kumar, Trinita Roy, Kartik Shinde, Goutham Vignesh, Rohan Tondulkar
ECIR (5)3