Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation. - Hao Li 074; Viktor Schlegel; Riza Batista-Navarro; Goran Nenadic (ACL (1), 2023)

Team: PULSAR at ProbSum 2023: PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models. - Hao Li 074; Yuping Wu 001; Viktor Schlegel; Riza Batista-Navarro; Thanh-Tung Nguyen; Abhinav Ramesh Kashyap; Xiao-Jun Zeng; Daniel Beck; Stefan Winkler 001; Goran Nenadic (BioNLP@ACL, 2023)

PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records. - Viktor Schlegel; Hao Li 074; Yuping Wu 001; Anand Subramanian 004; Thanh-Tung Nguyen; Abhinav Ramesh Kashyap; Daniel Beck; Xiao-Jun Zeng; Riza Theresa Batista-Navarro; Stefan Winkler 001; Goran Nenadic (CLEF (Working Notes), 2023)

Not all quantifiers are equal: Probing Transformer-based language models' understanding of generalised quantifiers. - Tharindu Madusanka; Iqra Zahid; Hao Li 074; Ian Pratt-Hartmann; Riza Batista-Navarro (EMNLP, 2023)

PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models. - Hao Li 074; Yuping Wu 001; Viktor Schlegel; Riza Batista-Navarro; Thanh-Tung Nguyen; Abhinav Ramesh Kashyap; Xiao-Jun Zeng; Daniel Beck; Stefan Winkler 001; Goran Nenadic (CoRR, 2023)

Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation. - Hao Li 074; Yuping Wu 001; Viktor Schlegel; Riza Batista-Navarro; Tharindu Madusanka; Iqra Zahid; Jiayan Zeng; Xiaochi Wang; Xinran He; Yizhi Li; Goran Nenadic (ACL (Findings), 2024)

CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models. - Yizhi Li; Ge Zhang 009; Xingwei Qu; Jiali Li; Zhaoqun Li; Noah Wang; Hao Li 074; Ruibin Yuan; Yinghao Ma; Kai Zhang 033; Wangchunshu Zhou; Yiming Liang; et al. (ACL (Findings), 2024)

LanViKD: Cross-Modal Language-Vision Knowledge Distillation for Egocentric Action Recognition. - Yizheng Sun; Hao Li 074; Chenghua Lin; Riza Batista-Navarro (HAII5.0@ECAI, 2024)

CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models. - Yizhi Li; Ge Zhang 009; Xingwei Qu; Jiali Li; Zhaoqun Li; Zekun Wang; Hao Li 074; Ruibin Yuan; Yinghao Ma; Kai Zhang 033; Wangchunshu Zhou; Yiming Liang; et al. (CoRR, 2024)

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction. - Aishik Nagar; Viktor Schlegel; Thanh-Tung Nguyen; Hao Li 074; Yuping Wu 001; Kuluhan Binici; Stefan Winkler 001 (CoRR, 2024)

Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework. - Yuping Wu 001; Hao Li 074; Hongbo Zhu; Goran Nenadic; Xiao-Jun Zeng (CoRR, 2024)

LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models. - Yizheng Sun; Yanze Xin; Hao Li 074; Jingyuan Sun; Chenghua Lin; Riza Batista-Navarro (NAACL (Findings), 2025)

A user-generated content-based social network large-scale group decision-making approach in healthcare service: Case study of general practitioners selection in UK. - Yuanyuan Liang; Yanbing Ju; Xiao-Jun Zeng; Hao Li 074; Peiwu Dong; Tian Ju (Expert Syst. Appl., 2025)

BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modelling. - Hao Li 074; Yu-Hao Huang 002; Chang Xu 008; Viktor Schlegel; Ren-He Jiang; Riza Batista-Navarro; Goran Nenadic; Jiang Bian 002 (CoRR, 2025)

Silent Hazards of Token Reduction in Vision-Language Models: The Hidden Impact on Consistency. - Yizheng Sun; Hao Li 074; Chang Xu 008; Chenghua Lin; Riza Batista-Navarro; Jingyuan Sun (CoRR, 2025)

TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation. - Bowen Deng; Chang Xu 008; Hao Li 074; Yuhao Huang; Min Hou; Jiang Bian 002 (CoRR, 2025)

MIRA: Medical Time Series Foundation Model for Real-World Health Data. - Hao Li 074; Bowen Deng; Chang Xu 008; Zhiyuan Feng; Viktor Schlegel; Yu-Hao Huang; Yizheng Sun; Jingyuan Sun; Kailai Yang; Yiyao Yu; Jiang Bian 002 (CoRR, 2025)

Large Language Models in Argument Mining: A Survey. - Hao Li 074; Viktor Schlegel; Yizheng Sun; Riza Batista-Navarro; Goran Nenadic (CoRR, 2025)

Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training. - Kailai Yang; Xiao Liu 029; Lei Ji; Hao Li 074; Yeyun Gong; Peng Cheng 005; Mao Yang 004 (CoRR, 2025)

Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement. - Hao Li 074; Yizheng Sun; Viktor Schlegel; Kailai Yang; Riza Batista-Navarro; Goran Nenadic (CoRR, 2025)