Maciej Rybinski

10 papers · 2023–2026 · 5 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

Jump to papers ↓

+1 more ↓

🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze

❓ The Questioner

Venues

AACL (3) ACL (3) EMNLP (2) EACL (1) IJCNLP (1)

Top co-authors

Necva Bölücü (6) Stephen Wan (5) Sarvnaz Karimi (4) Huichen Yang (3) Vincent Nguyen (2) Changhyun Lee (1) Mong Yuan Sim (1) Andreas Duenser (1) Xiang Dai (1) Jonathan K. Kummerfeld (1)

Research topics

Natural Language Processing (6) Machine Learning (5) Deep Learning (4) Application Areas (4) Applications (4) Artificial Intelligence (3) Core AI (3) Core Methods (2) Models (2) Resources & Methods (2) Understanding (2) Healthcare & Medicine (1) Architectures (1) Clinical (1) Learning Paradigms (1)

Keywords

information extraction (3) large language model (2) scientific literature (2) zero-shot learning (1) object detection (1) dataset creation (1) domain adaptation (1) claim verification (1) electronic health record (1) named entity recognition (1) multimodal learning (1) document understanding (1) text summarization (1) instruction tuning (1) sample selection (1) generative model (1) language model (1) text embedding (1) in-context learning (1) few-shot learning (1)

Papers

Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SciLire System EACL 2026 Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025 Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition AACL 2025 Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025 Enhanced Table Structure Recognition with Multi-Modal Approach AACL 2025 CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature ACL 2024 CSIRO Data61 Team at BioLaySumm Task 1: Lay Summarisation of Biomedical Research Articles Using Generative Models ACL 2023 impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023 Investigating the Impact of Syntax-Enriched Transformers on Quantity Extraction in Scientific Texts AACL 2023 MedRedQA for Medical Consumer Question Answering: Dataset, Tasks, and Neural Baselines IJCNLP 2023