Suzan Verberne
- Multi-Step Reasoning with Large Language Models, a Survey
2024/07/16 by Aske Plaat, Plaat, Aske, Annie Wong +9 · 32 citations
Computer Science · #Natural Language Processing Techniques
- A Multi-Agent Conversational Recommender System
2024/02/02 by Jiabao Fang, Fang, Jiabao, Shen Gao +9 · 19 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
- Chain of Tools: Large Language Model is an Automatic Multi-tool Learner
2024/05/26 by Zhengliang Shi, Shen Gao, Shi, Zhengliang +16 · 20 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Learning to Use Tools via Cooperative and Interactive Agents
2024/03/05 by Zhengliang Shi, Shi, Zhengliang, Shen Gao +16 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Injecting the BM25 Score as Text Improves BERT-Based Re-rankers
2023/01/23 by Arian Askari, Amin Abolghasemi, Askari, Arian +7 · 6 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- Undesirable Memorization in Large Language Models: A Survey
2024/10/03 by Ali Satvaty, Satvaty, Ali, Suzan Verberne +3 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews
2019/10/02 by Benjamin van der Burgh, van der Burgh, Benjamin, Suzan Verberne +1 · 2 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Retrieval for Extremely Long Queries and Documents with RPRS: a Highly Efficient and Effective Transformer-based Re-Ranker
2023/03/02 by Arian Askari, Suzan Verberne, Askari, Arian +7 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Text and Document Classification Technologies
- Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking dialogs
2024/02/18 by Arian Askari, Askari, Arian, Roxana Petcu +11 · 3 citations
Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Speech and dialogue systems #Business Process Modeling and Analysis
- Generate then Refine: Data Augmentation for Zero-shot Intent Detection
2024/10/02 by I-Fan Lin, Lin, I-Fan, Faegheh Hasibi +3 · 3 citations
Medicine · Computer Science · Physics and Astronomy · #Medical Imaging Techniques and Applications #Anomaly Detection Techniques and Applications #Radiation Detection and Scintillator Technologies
- Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain
2021/06/14 by Alex Brandsen, Brandsen, Alex, Suzan Verberne +5 · 1 citation
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrieval
2021/08/09 by Sophia Althammer, Arian Askari, Althammer, Sophia +5 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Legal Education and Practice Innovations #Natural Language Processing Techniques #Topic Modeling
- PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document Retrieval
2022/01/05 by Sophia Althammer, Althammer, Sophia, Sebastian Hofstätter +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Text and Document Classification Technologies #Topic Modeling
- LeiBi@COLIEE 2022: Aggregating Tuned Lexical Models with a Cluster-driven BERT-based Model for Case Law Retrieval
2022/05/26 by Arian Askari, Askari, Arian, Georgios Peikos +5 · 1 citation
Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Legal Education and Practice Innovations
- Answer Retrieval in Legal Community Question Answering
2024/01/09 by Arian Askari, Zihui Yang, Askari, Arian +5 · 1 citation
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Controlled Retrieval-augmented Context Evaluation for Long-form RAG
2025/06/24 by Jia-Huei Ju, Ju, Jia-Huei, Suzan Verberne +5 · 5 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
- Generative Retrieval with Few-shot Indexing
2024/08/04 by Arian Askari, Askari, Arian, Chuan Meng +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.3.3 #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
- Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
2025/05/26 by Zhengliang Shi, Shi, Zhengliang, Lingyong Yan +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Efficient course recommendations with T5-based ranking and summarization
2024/06/27 by Thijmen Bijl, Niels van Weeren, Bijl, Thijmen +3 · 1 citation
Computer Science · #Educational Technology and Assessment #Intelligent Tutoring Systems and Adaptive Learning
- Which topics are best represented by science maps? An analysis of clustering effectiveness for citation and text similarity networks
2024/06/10 by Juan Pablo Bascur, Bascur, Juan Pablo, Suzan Verberne +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Biomedical Text Mining and Ontologies #scientometrics and bibliometrics research
- Evaluation of Attribution Bias in Generator-Aware Retrieval-Augmented Large Language Models
2024/10/16 by Amin Abolghasemi, Leif Azzopardi, Abolghasemi, Amin +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Does online sustainability communication shape public discourse? Insights from six years of tenant-housing provider interactions
2026/07/31 by Shray Juneja, Suzan Verberne, Ioulia V. Ossokina
Computer Science · #cs.CY