Publications

• Assessing Large Language Models on Climate Information Jannis Bulian, Mike S. Schäfer, Afra Amini, Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels G. Mede, Markus Leippold, Nadine Strauß. International Conference on Machine Learning (ICML), 2024.
• AI and Climate Information Needs in Africa Afra Amini, Christian Buck, Hannah Brown, Jannis Bulian, Michelle Chen Huebscher, Massimiliano Ciaramita, Sonali Das, Ben Gaiarin, Chris Gordon, Rangan Gupta, Kenny Kutu, Doreen Larkailey Lartey, Markus Leippold, Leslie Leuenberger, Mark Atta Mensah. Deep Learning Indaba, 2023.
• Scaling up models and data with t5x and seqio Adam Roberts, Hyung Won Chung, Anselm Levskaya, Gaurav Mishra, James Bradbury, Daniel Andor, Sharan Narang, Brian Lester, Colin Gaffney, Afroz Mohiuddin, Curtis Hawthorne, Aitor Lewkowycz, Alex Salcianu, Marc van Zee, Jacob Austin, Sebastian Goodman, Livio Baldini Soares, Haitang Hu, Sasha Tsvyashchenko, Aakanksha Chowdhery, Jasmijn Bastings, Jannis Bulian, Xavier Garcia, Jianmo Ni, Andrew Chen, Kathleen Kenealy, Jonathan H. Clark, Stephan Lee, Dan Garrette, James Lee-Thorp, Colin Raffel, Noam Shazeer, Marvin Ritter, Maarten Bosma, Alexandre Passos, Jeremy Maitin-Shepard, Noah Fiedel, Mark Omernick, Brennan Saeta, Ryan Sepassi, Alexander Spiridonov, Joshua Newlan, Andrea Gesmundo. Journal of Machine Learning Research (JMLR), 2023, Volume 24, Issue 377, pp 1–8.
• Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation. Jannis Bulian, Christian Buck, Wojciech Gajewski, Benjamin Boerschinger, Tal Schuster. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022.
• Fool Me Twice: Entailment from Wikipedia Gamification. Julian Eisenschlos, Bhuwan Dhingra, Jannis Bulian, Benjamin Börschinger, Jordan Boyd-Graber. Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2021.
• CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims. Thomas Diggelmann, Jordan Boyd-Graber, Jannis Bulian, Massimiliano Ciaramita, Markus Leippold. Tackling Climate Change with Machine Learning Workshop at NeurIPS, 2020.
• Meta Answering for Machine Reading . Benjamin Borschinger, Jordan Boyd-Graber, Christian Buck, Jannis Bulian, Massimiliano Ciaramita, Michelle Chen Huebscher, Wojciech Gajewski, Yannic Kilcher, Rodrigo Nogueira, Lierni Sestorain Saralegu.
• Multi-agent query reformulation: Challenges and the role of diversity. Rodrigo Nogueira, Jannis Bulian, Massimiliano Ciaramita. Deep Reinforcement Learning Meets Structured Prediction Workshop, Seventh International Conference on Learning Representations (ICLR), 2019.
• Ask the Right Questions: Active Question Reformulation with Reinforcement Learning. Christian Buck, Jannis Bulian, Massimiliano Ciaramita, Wojciech Gajewski, Andrea Gesmundo, Neil Houlsby, Wei Wang. Sixth International Conference on Learning Representations (ICLR), 2018.
• Analyzing Language Learned by an Active Question Answering Agent. Christian Buck, Jannis Bulian, Massimiliano Ciaramita, Wojciech Gajewski, Andrea Gesmundo, Neil Houlsby, Wei Wang. Inaugural NIPS Workshop on Emergent Communication, 2017.
• Fixed-parameter Tractable Distances to Sparse Graph Classes. Jannis Bulian and Anuj Dawar. Algorithmica, September 2017, Volume 79, Issue 1, pp 139–158.
• Graph Isomorphism Parameterized by Elimination Distance to Bounded Degree. Jannis Bulian and Anuj Dawar. Algorithmica, June 2016, Volume 75, Issue 2, pp 363–382.
• Parameterized complexity of distances to sparse graph classes. PhD Thesis, University of Cambridge, Clare College, 2016.
• Fixed-parameter Tractable Distances to Sparse Graph Classes. Jannis Bulian and Anuj Dawar. Proceedings of the 10th International Symposium on Parameterized and Exact Computation (IPEC), 2015.
• Graph Isomorphism Parameterized by Elimination Distance to Bounded Degree. Jannis Bulian and Anuj Dawar. Proceedings of the 9th International Symposium on Parameterized and Exact Computation (IPEC), 2014.
• Bare canonicity of representable cylindric and polyadic algebras. Jannis Bulian and Ian Hodkinson. Annals of Pure and Applied Logic, September 2013, Volume 164, Issue 9, pp 884–906.
• Completeness Thresholds for Bounded Model Checking. MSc Thesis, University of Oxford, Balliol College, 2012.
• Exploring Canonical Axiomatisations of Representable Cylindric Algebras. BSc Thesis, Imperial College London, 2011.