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Papers matching “external knowledge” 37

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Structuring risk and mitigation knowledge for LLM-based Legacy System modernization analysis
2026 RWTH Publications (RWTH Aachen) article Computer Science Software Engineering Research Open access

Christian Bick

0

citations
Knowledge-Empowered, Collaborative, and Co-Evolving AI Models: The Post-LLM Roadmap
2024 Engineering article Computer Science Topic Modeling Open access

Fei Wu, Thomas Bäck, Jingyuan Chen, Gang Huang, Yaochu Jin, Kun Kuang, +11 more

41

citations
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
2021 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Yiran Xing, Zai Shi, Meng Zhao, Gerhard Lakemeyer, Yunpu Ma, Roger P. Wattenhofer

4

citations
External validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on abdominal CT images
2024 British Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access

David P.J. van Dijk, Leroy Volmer, Ralph Brecheisen, Bibi Martens, Ross Dean Dolan, Adam S. Bryce, +23 more

22

citations
Stick to What You Know: A Study of Knowledge-Aligned Supervised Fine-Tuning
2026 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Topic Modeling Open access

Arthur Becker, Julia Kemmler, David Thulke, Christine Schäfer, Christian Dugast, Hermann Ney

0

citations
A Comparison of Human Capabilities and Large Language Models for Knowledge Representation with Ontologies of Non-Destructive Testing in Bridge Engineering
2026 Buildings article Computer Science Semantic Web and Ontologies Open access

Jan‐Iwo Jäkel, Eva Heinlein, Joy Sengupta, Hongjo Kim, Katharina Klemt-Albert

0

citations
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models
2026 ACM Transactions on Information Systems article Computer Science Topic Modeling Open access

Zhengliang Shi, Lingyong Yan, Weiwei Sun, Yue Feng, Pengjie Ren, Xinyu Ma, +4 more

2

citations
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification
2021 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access

Ruud van Bakel, Teodor Ivanov Aleksiev, Daniel Daza, Dimitrios Alivanistos, Michael Cochez

1

citations
The Market for Open Innovation: Collaborating in Open Ecosystems for Innovation
2020 SSRN Electronic Journal preprint Computer Science Open Source Software Innovations Open access

Kathleen Diener, Frank Thomas Piller

1

citations
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
2024 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Zhengliang Shi, Weiwei Sun, Shen Gao, Pengjie Ren, Zhumin Chen, Zhaochun Ren

0

citations
ProActLLM: Proactive Conversational Information Seeking with Large Language Models
2025 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Speech and dialogue systems Open access

Shubham Chatterjee, Xi Wang, Shuo Zhang, Sajad Ebrahimi, Zhaochun Ren, Debasis Ganguly, +3 more

2

citations
Current evidence and future directions on improving the endoscopic recognition of early colorectal carcinoma using artificial intelligence – a scoping review
2024 Endoscopy article Computer Science AI in cancer detection Open access

Ayla Thijssen, R. M. Schreuder, Nikoo Dehghani, Marieke Schor, Peter de With, Fons van der Sommen, +3 more

0

citations
Memory-augemented generative adversarial transformers
2024 TNO Repository preprint Computer Science Speech and dialogue systems Open access

S. Raaijmakers, A. Cremers, R. de Kleijn, T. Kouwenhoven, T. Verhoef

0

citations
Memory-Augmented Generative Adversarial Transformers
2024 arXiv (Cornell University) preprint Computer Science Speech and dialogue systems Open access

Stephan Raaijmakers, Roos M. Bakker, Roy de Kleijn, Tom Kouwenhoven, Tessa Verhoef

0

citations
A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals
2024 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, +1 more

8

citations
Proposal NFDI4Chem 2025-2030 In the National Research Data Infrastructure (NFDI) — Our Vision: All Chemists Publish FAIR Data
2025 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access

Christoph Steinbeck, Nicole Jung, Felix Bach, Steffen Neumann, Sonja Herres‐Pawlis, Johannes C. Liermann, +47 more

3

citations
A Hybrid Modeling Framework for Generalizable and Interpretable Predictions of ICU Mortality: Leveraging ICD Codes in a Multi-Hospital Study of Mechanically Ventilated Influenza Patients
2023 Research Square preprint Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, +1 more

2

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

Wadie Skaf, Mitra Baratchi, Holger H. Hoos

0

citations
Self-Supervised Position Debiasing for Large Language Models
2024 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Zhongkun Liu, Zheng Chen, Mengqi Zhang, Zhaochun Ren, Pengjie Ren, Zhumin Chen

0

citations
Self-Supervised Position Debiasing for Large Language Models
2024 conference-paper Computer Science Topic Modeling Open access

Zhongkun Liu, Zheng Chen, Mengqi Zhang, Zhaochun Ren, Pengjie Ren, Zhumin Chen

4

citations
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
2025 neural information processing systems conference-paper Computer Science Information Retrieval and Search Behavior Open access

Zhengliang Shi, Lingyong Yan, Dawei Yin, Suzan Verberne, Maarten de Rijke, Zhaochun Ren

2

citations
Controlled Retrieval-augmented Context Evaluation for Long-form RAG
2025 Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) conference-paper Computer Science Topic Modeling Open access

Jia-Huei Ju, Suzan Verberne, Maarten de Rijke, Andrew Yates

2

citations
Controlled Retrieval-augmented Context Evaluation for Long-form RAG
2025 Underline Science Inc. other Computer Science Topic Modeling Open access

Maarten de Rijke, Andrew Yates

0

citations
End-to-End Speech Recognition: A Survey
2023 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech Recognition and Synthesis Open access cited by 1 patent

Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe

215

citations
Towards Empathetic Conversational Recommender Systems
2024 ACM Conference on Recommender Systems (RecSys) conference-paper Computer Science Recommender Systems and Techniques Open access

Xiaoyu Zhang, Ruobing Xie, Yougang Lyu, Xin Xin, Pengjie Ren, Mingfei Liang, +4 more

25

citations