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AGATHA: Automatic Graph-mining And Transformer based Hypothesis
  generation Approach

AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach

International Conference on Information and Knowledge Management (CIKM), 2020
13 February 2020
Justin Sybrandt
Ilya Tyagin
M. Shtutman
Ilya Safro
ArXiv (abs)PDFHTML

Papers citing "AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach"

10 / 10 papers shown
Biomedical Hypothesis Explainability with Graph-Based Context Retrieval
Biomedical Hypothesis Explainability with Graph-Based Context RetrievalbioRxiv (bioRxiv), 2025
Ilya Tyagin
Saeideh Valipour
Aliaksandra Sikirzhytskaya
M. Shtutman
Ilya Safro
149
0
0
15 Sep 2025
BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation
BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation
Yujing Ke
Kevin George
Kathan Pandya
David Blumenthal
Maximilian Sprang
Gerrit Großmann
Sebastian Vollmer
David Selby
227
1
0
02 Aug 2025
How Far Are AI Scientists from Changing the World?
How Far Are AI Scientists from Changing the World?
Qiujie Xie
Yixuan Weng
Minjun Zhu
Fuchen Shen
Shulin Huang
...
Zilan Mao
Zijie YANG
Linyi Yang
Jian Wu
Yue Zhang
AI4CE
426
9
0
31 Jul 2025
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery
Aniketh Garikaparthi
Manasi Patwardhan
Lovekesh Vig
Arman Cohan
VLMLRM
485
10
0
23 Apr 2025
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Jinheon Baek
S. Jauhar
Silviu Cucerzan
Sung Ju Hwang
AI4CELLMAGLM&Ro
519
144
0
11 Apr 2024
Literature-based Discovery for Landscape Planning
Literature-based Discovery for Landscape Planning
David Marasco
Ilya Tyagin
Justin Sybrandt
James H. Spencer
Ilya Safro
88
2
0
05 Jun 2023
Towards Practical Explainability with Cluster Descriptors
Towards Practical Explainability with Cluster Descriptors
Xiaoyuan Liu
Ilya Tyagin
Hayato Ushijima-Mwesigwa
Indradeep Ghosh
Ilya Safro
132
4
0
18 Oct 2022
Accelerating COVID-19 research with graph mining and transformer-based
  learning
Accelerating COVID-19 research with graph mining and transformer-based learningbioRxiv (bioRxiv), 2021
Ilya Tyagin
Ankit Kulshrestha
Justin Sybrandt
Krish Matta
M. Shtutman
Ilya Safro
OODAI4CE
279
9
0
10 Feb 2021
CBAG: Conditional Biomedical Abstract Generation
CBAG: Conditional Biomedical Abstract GenerationPLoS ONE (PLOS ONE), 2020
Justin Sybrandt
Ilya Safro
MedImAI4CE
336
10
0
13 Feb 2020
Billion-scale similarity search with GPUs
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
1.3K
4,945
0
28 Feb 2017
1
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