- 23 results
Search results
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2026
TABLET: A large-scale dataset for robust visual table understanding
Alonso, I., Miranda, I., Agirre, E. & Lapata, M. M., 27 Apr 2026, International Conference on Learning Representations 2026. p. 1-37 37 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The temporal trap: Entanglement in pre-trained visual representations for visuomotor policy learning
Tsagkas, N., Sochopoulos, A., Danier, D., Lu, X. C. & Mac Aodha, O., 31 Jan 2026, (Accepted/In press) 2026 IEEE International Conference on Robotics and Automation (ICRA). Institute of Electrical and Electronics EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2025
MisCC: Misinformation detection on counterfactual claims
Li, X., Belle, V. & Ross, B., 21 Nov 2025, Learning and Reasoning: ILP 2024. Dai, W.-Z. (ed.). Cham, Switzerland: Springer, p. 253-267 15 p. (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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DeCoRe: Decoding by contrasting retrieval heads to mitigate hallucinations
Gema, A. P., Jin, C., Abdulaal, A., Diethe, T., Teare, P., Alex, B., Minervini, P. & Saseendran, A., 9 Nov 2025, Findings of the Association for Computational Linguistics: EMNLP 2025. Association for Computational Linguistics (ACL), p. 10003–10039 37 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Mixtures of in-context learners
Hong, G., van Krieken, E., Ponti, E. M., Malkin, N. & Minervini, P., 1 Aug 2025, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Kerrville, TX, USA: Association for Computational Linguistics, p. 26332-26351 20 p. (Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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DepthCues: Evaluating monocular depth perception in large vision models
Danier, D., Aygün, M., Li, C., Bilen, H. & Mac Aodha, O., 26 Feb 2025, (Accepted/In press) Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, p. 1-21 21 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2024
AMBROSIA: A benchmark for parsing ambiguous questions into database queries
Saparina, I. & Lapata, M., 10 Dec 2024, NIPS '24: Proceedings of the 38th International Conference on Neural Information Processing Systems. Neural Information Processing Systems, p. 90600-90628 29 p. 2876Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Analysing the residual stream of language models under knowledge conflicts
Zhao, Y., Du, X., Hong, G., Gema, A. P., Devoto, A., Wang, H., He, X., Wong, K.-F. & Minervini, P., 9 Oct 2024, (Accepted/In press) Proceedings of the 38th Conference on Neural Information Processing Systems. Neural Information Processing Systems Foundation (NeurIPS), Vol. 37. p. 1-12 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A neuro-symbolic benchmark suite for concept quality and reasoning shortcuts
Bortolotti, S., Marconato, E., Carraro, T., Morettin, P., van Krieken, E., Vergari, A., Teso, S. & Passerini, A., 26 Sept 2024, (Accepted/In press) Proceedings of the Thirty-Eighth Annual Conference on Neural Information Processing Systems. ACM, p. 1-44 44 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A modular approach for multimodal summarization of TV shows
Mahon, L. & Lapata, M., 16 Aug 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics. Ku, L.-W., Martins, A. F. T. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 8272-8291 20 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Autoencoding conditional neural processes for representation learning
Prokhorov, V., Titov, I. & Siddharth, N., 21 Jul 2024, Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). PMLR, p. 41119-41143 25 p. 1670. (Proceedings of Machine Learning Research; vol. 235).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On the independence assumption in neurosymbolic learning
van Krieken, E., Minervini, P., Ponti, E. M. & Vergari, A., 21 Jul 2024, ICML'24: Proceedings of the 41st International Conference on Machine Learning. PMLR, p. 49078-49097 20 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Parameter-efficient fine-tuning of LLaMA for the clinical domain
Gema, A. P., Minervini, P., Daines, L., Hope, T. & Alex, B., 21 Jun 2024, Proceedings of the 6th Clinical Natural Language Processing Workshop. Association for Computational Linguistics (ACL), p. 91–104 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2023
Compositional generalization for data-to-text generation
Xu, X., Titov, I. & Lapata, M., 10 Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 9299-9317 19 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Conversational semantic parsing using dynamic context graphs
Jain, P. & Lapata, M., 10 Dec 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 8667-8679 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Visual storytelling with question-answer plans
Liu, D., Lapata, M. & Keller, F., 10 Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 5800-5813 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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REFER: An end-to-end rationale extraction framework for explanation regularization
Ghasemi Madani, M. R. & Minervini, P., 7 Dec 2023, Proceedings of the 27th Conference on Computational Natural Language Learning (CoNLL). Association for Computational Linguistics (ACL), p. 587–602 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Real-world compositional generalization with disentangled sequence-to-sequence learning
Zheng, H. & Lapata, M., 14 Jul 2023, Findings of the Association for Computational Linguistics : ACL 2023. Association for Computational Linguistics (ACL), p. 1711-1725 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hierarchical3D adapters for long video-to-text summarization
Papalampidi, P. & Lapata, M., 6 May 2023, Findings of the Association for Computational Linguistics: EACL 2023. Association for Computational Linguistics (ACL), p. 1267-1290 24 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Semantic parsing for conversational question answering over knowledge graphs
Perez-Beltrachini, L., Jain, P., Monti, E. & Lapata, M., 6 May 2023, Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics (ACL), p. 2499-2514 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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XQA-DST: Multi-domain and multi-lingual dialogue state tracking
Zhou, H., Iacobacci, I. & Minervini, P., 6 May 2023, Findings of the Association for Computational Linguistics: EACL 2023. Association for Computational Linguistics (ACL), p. 999–1009 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Text summarization with oracle expectation
Xu, Y. & Lapata, M., 1 Feb 2023, The Eleventh International Conference on Learning Representations: ICLR 2023. OpenReview, p. 1-20 20 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
2022
Scaling structured inference with randomization
Fu, Y., Cunningham, J. P. & Lapata, M., 23 Jul 2022, Proceedings of the 39th International Conference on Machine Learning. PMLR, p. 6811-6828 18 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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