Xinnuo Xu, Anja Thieme, Ioana Tanase, Rita Faia Marques, Melanie F. Pradier, Camilla Longden, Martin Grayson, Cecily Morrison, "Harm is not Universal: Community-Specific Toxicity Detection is Urgently Needed," under review, 2026.
Victoria Lin, Xinnuo Xu, Rachel Lawrence, Risa Ueno, Amit Sharma, Javier Gonzalez, Niranjani Prasad, "Better Think Thrice: Learning to Reason Causally with Double Counterfactual Consistency," under review, 2026.
Xinnuo Xu, Rachel Lawrence, Kshitij Dubey, Atharva Pandey, Risa Ueno, Fabian Falck, Aditya V. Nori, Rahul Sharma, Amit Sharma, Javier Gonzalez, "RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation," in The 42nd International Conference on Machine Learning (ICML), Vancouver, Canada, 2025.
Jacqueline R. M. A. Maasch, Alihan Hüyük, Xinnuo Xu, Aditya V. Nori, Javier Gonzalez, "Compositional causal reasoning evaluation in language models," in The 42nd International Conference on Machine Learning (ICML), Vancouver, Canada, 2025.
Alihan Hüyük, Xinnuo Xu, Jacqueline Maasch, Aditya V. Nori, Javier González, "Reasoning Elicitation in Language Models via Counterfactual Feedback," in The Thirteenth International Conference on Learning Representations (ICLR), Singapore, 2025.
Xinnuo Xu*, Minyoung Kim*, Royson Lee, Brais Martinez, Timothy Hospedales, "A Bayesian Approach to Data Point Selection," in The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024. (* equal contribution)
Hai X. Pham, Isma Hadji, Xinnuo Xu, Ziedune Degutyte, Jay Rainey, Evangelos Kazakos, Afsaneh Fazly, Georgios Tzimiropoulos, Brais Martinez, "Graph Guided Question Answer Generation for Procedural Question-Answering," in The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Malta, 2024.
Xinnuo Xu, Ivan Titov, Mirella Lapata, "Compositional Generalization for Data-to-Text Generation," in Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP Findings), Singapore, 2023.
Xinnuo Xu, Ondřej Dušek, Shashi Narayan, Verena Rieser, Ioannis Konstas, "MIRANEWS: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization," in Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP Findings), Punta Cana, Dominican Republic, 2021.
Xinnuo Xu, Ondřej Dušek, Verena Rieser, Ioannis Konstas, "AGGGEN: Ordering and Aggregating while Generating," in The 59th Annual Meeting of the Association for Computational Linguistics (ACL), Bangkok, Thailand, 2021.
Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee, "AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation," in The 59th Annual Meeting of the Association for Computational Linguistics (ACL), Bangkok, Thailand, 2021.
Xinnuo Xu, Ondřej Dušek, Jingyi Li, Verena Rieser, Ioannis Konstas, "Fact-based Content Weighting for Evaluating Abstractive Summarisation," in The 58th Annual Meeting of the Association for Computational Linguistics (ACL), Seattle, USA, 2020.
Xinnuo Xu, Yizhe Zhang, Lars Liden, Sungjin Lee, "Datasets and Benchmarks for Task-Oriented Log Dialogue Ranking Task," in The 21st INTERSPEECH, Shanghai, China, 2020.
Xinnuo Xu, Yizhe Zhang, Lars Liden, Sungjin Lee, "Unsupervised Dialogue Spectrum Generation for Log Dialogue Ranking," in The 20th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL, Best paper nominee), Stockholm, Sweden, 2019. https://www.aclweb.org/anthology/W19-5919/
Xinnuo Xu, Ondřej Dušek, Ioannis Konstas, Verena Rieser, "Better conversations by modeling, filtering, and optimizing for coherence and diversity," in The Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels, Belgium, 2018.