John M. Giorgi

18 papers A* 2Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes.
CoRR
Karen Zhou, John M. Giorgi, Pranav Mani, Peng Xu, Davis Liang, Chenhao Tan
2024 — conf
TOPICAL: TOPIC Pages AutomagicaLly.
NAACL (Demonstrations)
John M. Giorgi, Amanpreet Singh, Doug Downey, Sergey Feldman, Lucy Lu Wang
2024 J jnl
TOPICAL: TOPIC Pages AutomagicaLly.
CoRR
John M. Giorgi, Amanpreet Singh, Doug Downey, Sergey Feldman, Lucy Lu Wang
2023 J jnl
Clinical Note Generation from Doctor-Patient Conversations using Large Language Models: Insights from MEDIQA-Chat.
CoRR
John M. Giorgi, Augustin Toma, Ronald Xie, Sondra Chen, Kevin R. An, Grace X. Zheng, Bo Wang
2023 A* conf
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset.
NeurIPS
Saeid Alavi Naeini, Raeid Saqur, Mozhgan Saeidi, John M. Giorgi, Babak Taati
2023 J jnl
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset.
CoRR
Saeid Alavi Naeini, Raeid Saqur, Mozhgan Saeidi, John M. Giorgi, Babak Taati
2023 — conf
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval.
EMNLP (Findings)
John M. Giorgi, Luca Soldaini, Bo Wang, Gary D. Bader, Kyle Lo, Lucy Lu Wang, Arman Cohan
2023 — conf
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models.
ClinicalNLP@ACL
John M. Giorgi, Augustin Toma, Ronald Xie, Sondra Chen, Kevin R. An, Grace X. Zheng, Bo Wang
2022 — conf
A sequence-to-sequence approach for document-level relation extraction.
BioNLP@ACL
John M. Giorgi, Gary D. Bader, Bo Wang
2022 J jnl
A sequence-to-sequence approach for document-level relation extraction.
CoRR
John M. Giorgi, Gary D. Bader, Bo Wang
2022 A* conf
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing.
NeurIPS
Jason A. Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Sunny Kang, Rosaline Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen H. Bach, Stella Biderman, Mario Sänger, Bo Wang, Alison Callahan, Daniel León Periñán, Théo Gigant, Patrick Haller, Jenny Chim, José D. Posada, John M. Giorgi, Karthik Rangasai Sivaraman, Marc Pàmies, Marianna Nezhurina, Robert Martin, Michael Cullan, Moritz Freidank, Nathan Dahlberg, Shubhanshu Mishra, Shamik Bose, Nicholas Broad, Yanis Labrak, Shlok Deshmukh, Sid Kiblawi, Ayush Singh, Minh Chien Vu, Trishala Neeraj, Jonas Golde, Albert Villanova del Moral, Benjamin Beilharz
2022 J jnl
Exploring the Challenges of Open Domain Multi-Document Summarization.
CoRR
John M. Giorgi, Luca Soldaini, Bo Wang, Gary D. Bader, Kyle Lo, Lucy Lu Wang, Arman Cohan
2021 J jnl
A flexible search system for high-accuracy identification of biological entities and molecules.
J. Open Source Softw.
Max Franz, Jeffrey V. Wong, Metin Can Siper, Christian Dallago, John M. Giorgi, Emek Demir, Chris Sander, Gary D. Bader
2021 — conf
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations.
ACL/IJCNLP (1)
John M. Giorgi, Osvald Nitski, Bo Wang, Gary D. Bader
2020 J jnl
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations.
CoRR
John M. Giorgi, Osvald Nitski, Gary D. Bader, Bo Wang
2020 J jnl
Towards reliable named entity recognition in the biomedical domain.
Bioinform.
John M. Giorgi, Gary D. Bader
2019 J jnl
End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models.
CoRR
John M. Giorgi, Xindi Wang, Nicola Sahar, Won Young Shin, Gary D. Bader, Bo Wang
2018 J jnl
Transfer learning for biomedical named entity recognition with neural networks.
Bioinform.
John M. Giorgi, Gary D. Bader