Multidimensional Consistency Improves Reasoning in Language Models - Huiyuan Lai; Xiao Zhang; Malvina Nissim (CoRR, 2025)

A Survey on Automatic Generation of Figurative Language: From Rule-based Systems to Large Language Models - Huiyuan Lai; Malvina Nissim (ACM Comput. Surv., 2024)

Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models - Daniela Occhipinti; Michele Marchi; Irene Mondella; Huiyuan Lai; Felice Dell'Orletta; Malvina Nissim; Marco Guerini (Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024)

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models - Huiyuan Lai; Malvina Nissim (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

ContraMAE: Contrastive alignment masked autoencoder framework for cancer survival prediction - Suixue Wang; Huiyuan Lai; Shuling Wang; Qingchen Zhang (IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024, Lisbon, Portugal, December 3-6, 2024, 2024)

Towards Tailored Recovery of Lexical Diversity in Literary Machine Translation - Esther Ploeger; Huiyuan Lai; Rik van Noord; Antonio Toral (Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1), EAMT 2024, Sheffield, UK, June 24-27, 2024, 2024)

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models - Huiyuan Lai; Malvina Nissim (CoRR, 2024)

Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models - Daniela Occhipinti; Michele Marchi; Irene Mondella; Huiyuan Lai; Felice Dell'Orletta; Malvina Nissim; Marco Guerini (CoRR, 2024)

Towards Tailored Recovery of Lexical Diversity in Literary Machine Translation - Esther Ploeger; Huiyuan Lai; Rik van Noord; Antonio Toral (CoRR, 2024)

Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation - Huiyuan Lai; Esther Ploeger; Rik van Noord; Antonio Toral (CoRR, 2024)

A text style transfer system for reducing the physician-patient expertise gap: An analysis with automatic and human evaluations - Luca Bacco; Felice Dell'Orletta; Huiyuan Lai; Mario Merone; Malvina Nissim (Expert Syst. Appl., 2023)

Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation - Chunliu Wang; Huiyuan Lai; Malvina Nissim; Johan Bos (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Responsibility Perspective Transfer for Italian Femicide News - Gosse Minnema; Huiyuan Lai; Benedetta Muscato; Malvina Nissim (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Multilingual Multi-Figurative Language Detection - Huiyuan Lai; Antonio Toral; Malvina Nissim (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Multidimensional Evaluation for Text Style Transfer Using ChatGPT - Huiyuan Lai; Antonio Toral; Malvina Nissim (CoRR, 2023)

Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP - Anya Belz; Craig Thomson; Ehud Reiter; Gavin Abercrombie; Jose Maria Alonso-Moral; Mohammad Arvan; Jackie Chi Kit Cheung; Mark Cieliebak; Elizabeth Clark; Kees van Deemter; Tanvi Dinkar; Ondrej Dusek; et al. (CoRR, 2023)

Multilingual Multi-Figurative Language Detection - Huiyuan Lai; Antonio Toral; Malvina Nissim (CoRR, 2023)

Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation - Chunliu Wang; Huiyuan Lai; Malvina Nissim; Johan Bos (CoRR, 2023)

Responsibility Perspective Transfer for Italian Femicide News - Gosse Minnema; Huiyuan Lai; Benedetta Muscato; Malvina Nissim (CoRR, 2023)

Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer - Huiyuan Lai; Antonio Toral; Malvina Nissim (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Multi-Figurative Language Generation - Huiyuan Lai; Malvina Nissim (Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022, 2022)

Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer - Huiyuan Lai; Antonio Toral; Malvina Nissim (CoRR, 2022)

Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer - Huiyuan Lai; Jiali Mao; Antonio Toral; Malvina Nissim (CoRR, 2022)

Multi-Figurative Language Generation - Huiyuan Lai; Malvina Nissim (CoRR, 2022)

Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer - Huiyuan Lai; Antonio Toral; Malvina Nissim (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 2: Short Papers), Virtual Event, August 1-6, 2021, 2021)

Generic resources are what you need: Style transfer tasks without task-specific parallel training data - Huiyuan Lai; Antonio Toral; Malvina Nissim (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

On the interaction of automatic evaluation and task framing in headline style transfer - Lorenzo De Mattei; Michele Cafagna; Huiyuan Lai; Felice Dell'Orletta; Malvina Nissim; Albert Gatt (CoRR, 2021)

Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer - Huiyuan Lai; Antonio Toral; Malvina Nissim (CoRR, 2021)

Generic resources are what you need: Style transfer tasks without task-specific parallel training data - Huiyuan Lai; Antonio Toral; Malvina Nissim (CoRR, 2021)

Bi-directional attention comparison for semantic sentence matching - Huiyuan Lai; Yizheng Tao; Chunliu Wang; Lunfan Xu; Dingyong Tang; Gongliang Li (Multim. Tools Appl., 2020)

A Deep Architecture for Chinese Semantic Matching with Pairwise Comparisons and Attention-Pooling - Huiyuan Lai; Yizheng Tao; Chunliu Wang; Lunfan Xu; Dingyong Tang; Gongliang Li (Cognitive Internet of Things: Frameworks, Tools and Applications, 2019)