Michele Dolfi

Researcher, International Business Machines

Joined

July 2019

Names

Michele Dolfi

Emails

****@zurich.ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

2017 – Present

PhD student

ETHZ - ETH Zurich (ethz.ch)

2011 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

2017 – Present

Document processing

2017 – Present

Cloud computing

2017 – Present

Knowledge understanding

2017 – Present

Publications

Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs
Lokesh Mishra, Sohayl Dhibi, Yusik Kim, Cesar Berrospi Ramis, Shubham Gupta, Michele Dolfi, Peter W. J. Staar
- ClimateNLP 2024
- Readers: Everyone
ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents
Christoph Auer, Ahmed S. Nassar, Maksym Lysak, Michele Dolfi, Nikolaos Livathinos, Peter W. J. Staar
- Published: 01 Jan 2023, Last Modified: 13 Jun 2023
- CoRR 2023
- Readers: Everyone
Robust PDF Document Conversion Using Recurrent Neural Networks
Maksym Lysak, Nikolaos Livathinos, Cesar Berrospi, Viktor Kuropiatnyk, Ahmed Nassar, Andre Carvalho, Michele Dolfi, Christoph Auer, Kasper Dinkla, Peter Staar
- 22 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
FETA: Towards Specializing Foundational Models for Expert Task Applications
Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Peter W. J. Staar, Kate Saenko, Rogerio Feris, Leonid Karlinsky
- Published: 17 Sept 2022, Last Modified: 23 May 2023
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
FETA: Towards Specializing Foundational Models for Expert Task Applications
Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Peter W. J. Staar, Kate Saenko, Rogério Feris, Leonid Karlinsky
- Published: 01 Jan 2022, Last Modified: 08 May 2023
- NeurIPS 2022
- Readers: Everyone
DocLayNet: A Large Human-Annotated Dataset for Document-Layout Segmentation
Birgit Pfitzmann, Christoph Auer, Michele Dolfi, Ahmed S. Nassar, Peter W. J. Staar
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- KDD 2022
- Readers: Everyone
Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness
Christoph Auer, Michele Dolfi, André Carvalho, Cesar Berrospi Ramis, Peter W. J. Staar
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CLOUD 2022
- Readers: Everyone
Robust PDF Document Conversion using Recurrent Neural Networks
Nikolaos Livathinos, Cesar Berrospi, Maksym Lysak, Viktor Kuropiatnyk, Ahmed S. Nassar, André Carvalho, Michele Dolfi, Christoph Auer, Kasper Dinkla, Peter W. J. Staar
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- AAAI 2021
- Readers: Everyone
An Information Extraction and Knowledge Graph Platform for Accelerating Biochemical Discoveries
Matteo Manica, Christoph Auer, Valéry Weber, Federico Zipoli, Michele Dolfi, Peter W. J. Staar, Teodoro Laino, Costas Bekas, Akihiro Fujita, Hiroki Toda, Shuichi Hirose, Yasumitsu Orii
- 2019 (modified: 28 Mar 2023)
- CoRR 2019
- Readers: Everyone
Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Scale
Peter W. J. Staar, Michele Dolfi, Christoph Auer, Costas Bekas
- 2018 (modified: 12 Nov 2022)
- KDD 2018
- Readers: Everyone

View all 14 publications

Co-Authors

View all 56 co-authors