Leon Weber

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 22

Top Topics

Relation Extraction

Named Entity Recognition

Top Venues

Publications

Robert Litschko, Max Müller-Eberstein, Rob van der Goot, Leon Weber, Barbara Plank
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation. CoRR (2023)
Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Sasha Luccioni, Yacine Jernite
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. CoRR (2023)
Leon Weber, Fabio Barth, Leonie Lorenz, Fabian Konrath, Kirsten Huska, Jana Wolf, Ulf Leser
PEDL+: protein-centered relation extraction from PubMed at your fingertip. Bioinform. 39 (11) (2023)
Leon Weber, Barbara Plank
ActiveAED: A Human in the Loop Improves Annotation Error Detection. ACL (Findings) (2023)
Leon Weber, Barbara Plank
ActiveAED: A Human in the Loop Improves Annotation Error Detection. CoRR (2023)
Xing David Wang, Ulf Leser, Leon Weber
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering. BioNLP@ACL (2022)
Leon Weber, Mario Sänger, Samuele Garda, Fabio Barth, Christoph Alt, Ulf Leser
Chemical-protein relation extraction with ensembles of carefully tuned pretrained language models. Database J. Biol. Databases Curation 2022 (2022) (2022)
Jason Alan Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Myungsun Kang, Ruisi 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 David Posada, John Michael Giorgi, Karthik Rangasai Sivaraman, Marc Pàmies, Marianna Nezhurina, Robert Martin, Michael Cullan, Moritz Freidank, Nathan Dahlberg, Shubhanshu Mishra, Shamik Bose, Nicholas Michio Broad, Yanis Labrak, Shlok S. Deshmukh, Sid Kiblawi, Ayush Singh, Minh Chien Vu, Trishala Neeraj, Jonas Golde, Albert Villanova del Moral, Benjamin Beilharz
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing. CoRR (2022)
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
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing. NeurIPS (2022)
Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Alexandra Sasha Luccioni, Yacine Jernite
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. NeurIPS (2022)
Leon Weber, Jannes Münchmeyer, Samuele Garda, Ulf Leser
Extend, don't rebuild: Phrasing conditional graph modification as autoregressive sequence labelling. EMNLP (1) (2021)
Mario Sänger, Leon Weber, Ulf Leser
WBI at MEDIQA 2021: Summarizing Consumer Health Questions with Generative Transformers. BioNLP@NAACL-HLT (2021)
Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser, Alan Akbik
HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition. Bioinform. 37 (17) (2021)
Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser, Alan Akbik
HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition. CoRR (2020)
Xing David Wang, Leon Weber, Ulf Leser
Biomedical Event Extraction as Multi-turn Question Answering. LOUHI@EMNLP (2020)
Leon Weber, Kirsten Thobe, Oscar Arturo Migueles Lozano, Jana Wolf, Ulf Leser
PEDL: extracting protein-protein associations using deep language models and distant supervision. Bioinform. 36 (Supplement-1) (2020)
Leon Weber, Jannes Münchmeyer, Tim Rocktäschel, Maryam Habibi, Ulf Leser
HUNER: improving biomedical NER with pretraining. Bioinform. 36 (1) (2020)
Mario Sänger, Leon Weber, Madeleine Kittner, Ulf Leser
Classifying German Animal Experiment Summaries with Multi-lingual BERT at CLEF eHealth 2019 Task 1. CLEF (Working Notes) (2019)
Leon Weber, Pasquale Minervini, Jannes Münchmeyer, Ulf Leser, Tim Rocktäschel
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language. ACL (1) (2019)
Leon Weber, Pasquale Minervini, Jannes Münchmeyer, Ulf Leser, Tim Rocktäschel
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language. CoRR (2019)
Kilin Shi, Sven Schellenberger, Leon Weber, Jan Philipp Wiedemann, Fabian Michler, Tobias Steigleder, Anke Malessa, Fabian Lurz, Christoph Ostgathe, Robert Weigel, Alexander Koelpin
Segmentation of Radar-Recorded Heart Sound Signals Using Bidirectional LSTM Networks. EMBC (2019)
Maryam Habibi, Leon Weber, Mariana L. Neves, David Luis Wiegandt, Ulf Leser
Deep learning with word embeddings improves biomedical named entity recognition. Bioinform. 33 (14) (2017)