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, 2019)

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

Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer. - Huiyuan Lai; Antonio Toral; Malvina Nissim (ACL/IJCNLP (2), 2021)

Generic resources are what you need: Style transfer tasks without task-specific parallel training data. - Huiyuan Lai; Antonio Toral; Malvina Nissim (EMNLP (1), 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)

Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer. - Huiyuan Lai; Antonio Toral; Malvina Nissim (ACL (2), 2022)

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

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

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

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

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

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)

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models. - Huiyuan Lai; Malvina Nissim (ACL (1), 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 (ACL (Findings), 2024)

ContraMAE: Contrastive alignment masked autoencoder framework for cancer survival prediction. - Suixue Wang; Huiyuan Lai; Shuling Wang; Qingchen Zhang 001 (BIBM, 2024)

Towards Tailored Recovery of Lexical Diversity in Literary Machine Translation. - Esther Ploeger; Huiyuan Lai; Rik van Noord; Antonio Toral (EAMT (1), 2024)

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

Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation. - Huiyuan Lai; Esther Ploeger; Rik van Noord; Antonio Toral (ACL (1), 2025)

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

OntoURL: A Benchmark for Evaluating Large Language Models on Symbolic Ontological Understanding, Reasoning and Learning. - Xiao Zhang; Huiyuan Lai; Qianru Meng; Johan Bos (CoRR, 2025)