David Talby

According to our database, David Talby authored at least 30 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

LangTest: A comprehensive evaluation library for custom LLM and NLP models.

Arshaan Nazir, Thadaka Kalyan Chakravarthy, David Amore Cecchini, Rakshit Khajuria, Prikshit Sharma, Ali Tarik Mirik, Veysel Kocaman, David Talby

Softw. Impacts, 2024

Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records.

Vishakha Sharma, Andres Fernandez, Andrei Ioanovici, David Talby, Frederik Buijs

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Federated benchmarking of medical artificial intelligence with MedPerf.

Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil S. Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James A. Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson

Nat. Mac. Intell., July, 2023

Beyond Accuracy: Automated De-Identification of Large Real-World Clinical Text Datasets.

Veysel Kocaman, Hasham Ul Haq, David Talby

CoRR, 2023

Automated De-Identification of Arabic Medical Records.

Veysel Kocaman, Youssef Mellah, Hasham Ul Haq, David Talby

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

2022

Accurate Clinical and Biomedical Named Entity Recognition at Scale.

Veysel Kocaman, David Talby

Softw. Impacts, 2022

Connecting the dots in clinical document understanding with Relation Extraction at scale.

Hasham Ul Haq, Veysel Kocaman, David Talby

Softw. Impacts, 2022

Mining Adverse Drug Reactions from Unstructured Mediums at Scale.

Hasham Ul Haq, Veysel Kocaman, David Talby

CoRR, 2022

Biomedical Named Entity Recognition in Eight Languages with Zero Code Changes.

Veysel Kocaman, Gursev Pirge, Bunyamin Polat, David Talby

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Understanding COVID-19 News Coverage using Medical NLP.

Ali Emre Varol, Veysel Kocaman, Hasham Ul Haq, David Talby

Proceedings of Text2Story, 2022

John_Snow_Labs@SMM4H'22: Social Media Mining for Health (#SMM4H) with Spark NLP.

Veysel Kocaman, Cabir Celik, Damla Gurbaz, Gursev Pirge, Bunyamin Polat, Halil Saglamlar, Meryem Vildan Sarikaya, Gokhan Turer, David Talby

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

Deeper Clinical Document Understanding using Relation Extraction.

Hasham Ul Haq, Veysel Kocaman, David Talby

Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021

Spark NLP: Natural Language Understanding at Scale.

Veysel Kocaman, David Talby

Softw. Impacts, 2021

Improving Clinical Document Understanding on COVID-19 Research with Spark NLP.

Veysel Kocaman, David Talby

Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, 2021

2020

Biomedical Named Entity Recognition at Scale.

Veysel Kocaman, David Talby

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2009

Governance of an agile software project.

David Talby, Yael Dubinsky

Proceedings of the 2009 ICSE Workshop on Software Development Governance, 2009

The Perceived Value of Authoring and Automating Acceptance Tests Using a Model Driven Development Toolset.

David Talby

Proceedings of the 4th International Workshop on Automation of Software Test, 2009

2007

A Co-Plot analysis of logs and models of parallel workloads.

David Talby, Dror G. Feitelson, Adi Raveh

ACM Trans. Model. Comput. Simul., 2007

2006

User modeling of parallel workloads (מידול משתמשים במחשבים מקביליים.).

David Talby

PhD thesis, 2006

Agile Software Testing in a Large-Scale Project.

David Talby, Orit Hazzan, Yael Dubinsky, Arie Keren

IEEE Softw., 2006

Agile System Analysis and Design.

Yael Dubinsky, Orit Hazzan, David Talby, Arie Keren

Proceedings of the Enterprise Information Systems, 8th International Conference, 2006

System Analysis and Design in a Large-Scale Software Project: The Case of Transition to Agile Development.

Yael Dubinsky, Orit Hazzan, David Talby, Arie Keren

Proceedings of the ICEIS 2006, 2006

Reflections on Reflection in Agile Software Development.

David Talby, Orit Hazzan, Yael Dubinsky, Arie Keren

Proceedings of the AGILE 2006 Conference (AGILE 2006), 2006

2005

A Process-Complete Automatic Acceptance Testing Framework.

David Talby, Ori Nakar, Noam Shmueli, Eli Margolin, Arie Keren

Proceedings of the 2005 IEEE International Conference on Software, 2005

Improving and Stabilizing Parallel Computer Performance Using Adaptive Backfilling.

David Talby, Dror G. Feitelson

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

What is worth learning from parallel workloads?: a user and session based analysis.

Julia Zilber, Ofer Amit, David Talby

Proceedings of the 19th Annual International Conference on Supercomputing, 2005

Agile Metrics at the Israeli Air Force.

Yael Dubinsky, David Talby, Orit Hazzan, Arie Keren

Proceedings of the AGILE 2005 Conference (AGILE 2005), 24-29 July 2005, Denver, CO, USA, 2005

1999

Comparing Logs and Models of Parallel Workloads Using the Co-plot Method.

David Talby, Dror G. Feitelson, Adi Raveh

Proceedings of the Job Scheduling Strategies for Parallel Processing, 1999

Supporting Priorities and Improving Utilization of the IBM SP Scheduler Using Slack-Based Backfilling.

David Talby, Dror G. Feitelson

Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

Benchmarks and Standards for the Evaluation of Parallel Job Schedulers.

Steve J. Chapin, Walfredo Cirne, Dror G. Feitelson, James Patton Jones, Scott T. Leutenegger, Uwe Schwiegelshohn, Warren Smith, David Talby

Proceedings of the Job Scheduling Strategies for Parallel Processing, 1999