Mong Yuan Sim

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner (2)

Venues

ACL (2) AACL (1) EMNLP (1)

Top co-authors

Xiang Dai (3) Wei Emma Zhang (3) Biaoyan Fang (2) Maciej Rybinski (1) Sarbin Ranjitkar (1) Arjun Burlakoti (1) Sarvnaz Karimi (1) Congbo Ma (1) Haojie Zhuang (1) Jamie Taylor (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Core AI (2) Computer Vision (1) Data Science & Analytics (1) Machine Learning (1) Application Areas (1) Applications (1) Domain-Specific (1) Learning Types (1) Methods (1) Models (1)

Keywords

multimodal learning (2) text summarization (1) visual grounding (1) generative model (1) language model (1) vision-language model (1) biomedical text (1) fine-grained understanding (1) multi-document summarization (1) radiology report summarization (1) lay summary (1) modality collapse (1) topic preservation (1) extractive approach (1) abstractive approach (1) empirical analysis (1) clinical text generation (1) probing study (1) medical imaging (1) findings summarization (1)

Papers

Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models ACL 2025 The More, The Better? A Critical Study of Multimodal Context in Radiology Report Summarization EMNLP 2025 CSIRO Data61 Team at BioLaySumm Task 1: Lay Summarisation of Biomedical Research Articles Using Generative Models ACL 2023 An Empirical Study on Topic Preservation in Multi-Document Summarization AACL 2022