Sebastian Gehrmann
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
33
Venues
9
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
33 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Domain Generalizable AI Guardrails with Augmented Policy Training. | Minqian Liu, Ioana Baldini, David Rabinowitz, David S. Rosenberg, Sebastian Gehrmann, Mark Dredze |
| 2024 | ACL | Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. | Shivalika Singh, Freddie Vargus, Daniel D'souza, Brje Karlsson, Abinaya Mahendiran, Wei-Yin Ko, Herumb Shandilya, Jay Patel, Deividas Mataciunas, Laura O'Mahony, Mike Zhang, Ramith Hettiarachchi, Joseph Wilson, Marina Machado, Luisa Souza Moura, Dominik Krzeminski, Hakimeh Fadaei, Irem Ergn, Ifeoma Okoh, Aisha Alaagib, Oshan Mudannayake, Zaid Alyafeai, Minh Vu Chien, Sebastian Ruder, Surya Guthikonda, Emad A. Alghamdi, Sebastian Gehrmann, Niklas Muennighoff, Max Bartolo, Julia Kreutzer, Ahmet stn, Marzieh Fadaee, Sara Hooker |
| 2024 | EMNLP | Academics Can Contribute to Domain-Specialized Language Models. | Mark Dredze, Genta Indra Winata, Prabhanjan Kambadur, Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, David S. Rosenberg, Sebastian Gehrmann |
| 2024 | EMNLP | Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs. | Alexander Spangher, Nanyun Peng, Sebastian Gehrmann, Mark Dredze |
| 2024 | NAACL | On the Role of Summary Content Units in Text Summarization Evaluation. | Marcel Nawrath, Agnieszka Nowak, Tristan Ratz, Danilo C. Walenta, Juri Opitz, Leonardo F. R. Ribeiro, Joo Sedoc, Daniel Deutsch, Simon Mille, Yixin Liu, Sebastian Gehrmann, Lining Zhang, Saad Mahamood, Miruna Clinciu, Khyathi Raghavi Chandu, Yufang Hou |
| 2023 | ACL | Benchmarking Large Language Model Capabilities for Conditional Generation. | Joshua Maynez, Priyanka Agrawal, Sebastian Gehrmann |
| 2023 | ACL | Dialect-robust Evaluation of Generated Text. | Jiao Sun, Thibault Sellam, Elizabeth Clark, Tu Vu, Timothy Dozat, Dan Garrette, Aditya Siddhant, Jacob Eisenstein, Sebastian Gehrmann |
| 2023 | ACL | Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them. | Mirac Suzgun, Nathan Scales, Nathanael Schrli, Sebastian Gehrmann, Yi Tay, Hyung Won Chung, Aakanksha Chowdhery, Quoc V. Le, Ed H. Chi, Denny Zhou, Jason Wei |
| 2023 | ACL | A Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk for Summarization. | Lining Zhang, Simon Mille, Yufang Hou, Daniel Deutsch, Elizabeth Clark, Yixin Liu, Saad Mahamood, Sebastian Gehrmann, Miruna Clinciu, Khyathi Raghavi Chandu, Joo Sedoc |
| 2023 | EMNLP | SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation. | Elizabeth Clark, Shruti Rijhwani, Sebastian Gehrmann, Joshua Maynez, Roee Aharoni, Vitaly Nikolaev, Thibault Sellam, Aditya Siddhant, Dipanjan Das, Ankur P. Parikh |
| 2023 | EMNLP | TaTA: A Multilingual Table-to-Text Dataset for African Languages. | Sebastian Gehrmann, Sebastian Ruder, Vitaly Nikolaev, Jan A. Botha, Michael Chavinda, Ankur P. Parikh, Clara Rivera |
| 2022 | AAAI | A Framework for Automated Text Generation Benchmarking. | Steven Layne, Sebastian Gehrmann, Franck Dernoncourt, Lidan Wang, Trung Bui, Walter Chang |
| 2022 | EMNLP | GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. | Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bernd Bohnet |
| 2022 | EMNLP | Intriguing Properties of Compression on Multilingual Models. | Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude, Sebastian Gehrmann, Sara Hooker, Julia Kreutzer |
| 2021 | ACL | Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models. | Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, Stuart M. Shieber, Tal Linzen, Yonatan Belinkov |
| 2021 | EMNLP | Learning Compact Metrics for MT. | Amy Pu, Hyung Won Chung, Ankur P. Parikh, Sebastian Gehrmann, Thibault Sellam |
| 2021 | EMNLP | LMdiff: A Visual Diff Tool to Compare Language Models. | Hendrik Strobelt, Benjamin Hoover, Arvind Satyanarayan, Sebastian Gehrmann |
| 2020 | ACL | Interpretability and Analysis in Neural NLP. | Yonatan Belinkov, Sebastian Gehrmann, Ellie Pavlick |
| 2020 | ACL | exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models. | Benjamin Hoover, Hendrik Strobelt, Sebastian Gehrmann |
| 2020 | EMNLP | ToTTo: A Controlled Table-To-Text Generation Dataset. | Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das |
| 2020 | EMNLP | The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models. | Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen, Sebastian Gehrmann, Ellen Jiang, Mahima Pushkarna, Carey Radebaugh, Emily Reif, Ann Yuan |
| 2020 | LREC | A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients. | Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote Jr., Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi |
| 2019 | ACL | GLTR: Statistical Detection and Visualization of Generated Text. | Sebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush |
| 2019 | AMIA | Identifying documented medical non-adherence from clinical notes using natural language processing. | Joy T. Wu, David W. Grant, Shrey Lakhotia, Patrick D. Tyler, Daniel F. Gruhl, Chaitanya Shivade, Sebastian Gehrmann, Leo A. Celi |
| 2019 | ICLR | Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection. | Tom Sercu, Sebastian Gehrmann, Hendrik Strobelt, Payel Das, Inkit Padhi, Ccero Nogueira dos Santos, Kahini Wadhawan, Vijil Chenthamarakshan |
| 2019 | INLG | Generating Abstractive Summaries with Finetuned Language Models. | Sebastian Gehrmann, Zachary M. Ziegler, Alexander M. Rush |
| 2019 | INLG | Margin Call: an Accessible Web-based Text Viewer with Generated Paragraph Summaries in the Margin. | Naba Rizvi, Sebastian Gehrmann, Franck Dernoncourt |
| 2019 | NAACL | Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation. | Sebastian Gehrmann, Steven Layne, Franck Dernoncourt |
| 2018 | EMNLP | Bottom-Up Abstractive Summarization. | Sebastian Gehrmann, Yuntian Deng, Alexander M. Rush |
| 2018 | EMNLP | Debugging Sequence-to-Sequence Models with Seq2Seq-Vis. | Hendrik Strobelt, Sebastian Gehrmann, Michael Behrisch, Adam Perer, Hanspeter Pfister, Alexander M. Rush |
| 2018 | INLG | E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language. | Henry Elder, Sebastian Gehrmann, Alexander O'Connor, Qun Liu |
| 2018 | INLG | End-to-End Content and Plan Selection for Data-to-Text Generation. | Sebastian Gehrmann, Falcon Z. Dai, Henry Elder, Alexander M. Rush |
| 2015 | CHI | Deploying AI Methods to Support Collaborative Writing: a Preliminary Investigation. | Sebastian Gehrmann, Lauren Urke, Ofra Amir, Barbara J. Grosz |