Andriy Mulyar

15 papers A* 2B 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
AEC-Bench: A Multimodal Benchmark for Agentic Systems in Architecture, Engineering, and Construction.
CoRR
Harsh Mankodiya, Chase Gallik, Theodoros Galanos, Andriy Mulyar
2025 A* conf
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking.
ICLR
Tarun Suresh, Revanth Gangi Reddy, Yifei Xu, Zach Nussbaum, Andriy Mulyar, Brandon Duderstadt, Heng Ji
2025 J jnl
Nomic Embed: Training a Reproducible Long Context Text Embedder.
Trans. Mach. Learn. Res.
Zach Nussbaum, John Xavier Morris, Andriy Mulyar, Brandon Duderstadt
2024 J jnl
CoRNStack: High-Quality Contrastive Data for Better Code Ranking.
CoRR
Tarun Suresh, Revanth Gangi Reddy, Yifei Xu, Zach Nussbaum, Andriy Mulyar, Brandon Duderstadt, Heng Ji
2024 J jnl
Nomic Embed Vision: Expanding the Latent Space.
CoRR
Zach Nussbaum, Brandon Duderstadt, Andriy Mulyar
2024 J jnl
Nomic Embed: Training a Reproducible Long Context Text Embedder.
CoRR
Zach Nussbaum, John X. Morris, Brandon Duderstadt, Andriy Mulyar
2023 J jnl
Bootstrap percolation via automated conjecturing.
Ars Math. Contemp.
Neal Bushaw, Blake Conka, Vinay Gupta, Aidan Kierans, Hudson LaFayette, Craig E. Larson, Kevin McCall, Andriy Mulyar, Christine Sullivan, Scott Taylor, Evan Wainright, Evan Wilson, Guanyu Wu, Sarah Loeb
2023 J jnl
GPT4All: An Ecosystem of Open Source Compressed Language Models.
CoRR
Yuvanesh Anand, Zach Nussbaum, Adam Treat, Aaron Miller, Richard Guo, Ben Schmidt, GPT4All Community, Brandon Duderstadt, Andriy Mulyar
2022 J jnl
Extracting experimental parameter entities from scientific articles.
J. Biomed. Informatics
Steele Farnsworth, Gabrielle Gurdin, Jorge Vargas, Andriy Mulyar, Nastassja Lewinski, Bridget T. McInnes
2021 J jnl
MT-clinical BERT: scaling clinical information extraction with multitask learning.
J. Am. Medical Informatics Assoc.
Andriy Mulyar, Özlem Uzuner, Bridget T. McInnes
2020 A* conf
Clinical Concept Linking with Contextualized Neural Representations.
ACL
Elliot Schumacher, Andriy Mulyar, Mark Dredze
2020 J jnl
MT-Clinical BERT: Scaling Clinical Information Extraction with Multitask Learning.
CoRR
Andriy Mulyar, Bridget T. McInnes
2019 J jnl
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models.
CoRR
Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh, Mark Dredze
2018 B conf
Addressing Local Class Imbalance in Balanced Datasets with Dynamic Impurity Decision Trees.
DS
Andriy Mulyar, Bartosz Krawczyk
2018 — conf
TAC SRIE 2018: Extracting Systematic Review Information with MedaCy.
TAC
Andriy Mulyar, Darshini Mahendran, Luke Maffey, Amy L. Olex, Grant Matteo, Neha Dill, Nastassja Lewinski, Bridget T. McInnes