Craig Macdonald

1. Exploring Data Splitting Strategies for the Evaluation of Recommendation Models
   2020/07/26 by Zaiqiao Meng, Meng, Zaiqiao, Richard McCreadie +5 · 17 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Energy Load and Power Forecasting #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
2. A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation
   2022/07/15 by Aleksandr V. Petrov, Craig Macdonald, Petrov, Aleksandr +1 · 9 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
3. The Simpson's Paradox in the Offline Evaluation of Recommendation\n Systems
   2021/04/18 by Amir H. Jadidinejad, Jadidinejad, Amir H., Craig Macdonald +3 · 5 citations
   Social Sciences · Decision Sciences · #Human Mobility and Location-Based Analysis #Forecasting Techniques and Applications #Multi-Criteria Decision Making
4. Deep Reinforced Query Reformulation for Information Retrieval
   2020/07/15 by Xiao Wang, Wang, Xiao, Craig Macdonald +3 · 5 citations
   Computer Science · #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling #Web Data Mining and Analysis
5. Values in action scale and the Big 5: An empirical indication of structure
   2007/12/06 by Craig Macdonald, Miles Bore, Don Munro · 2 citations
   Psychology · #Cultural Differences and Values #Emotional Intelligence and Performance #Personality Traits and Psychology
6. Generative Query Reformulation for Effective Adhoc Search
   2023/08/01 by Xiao Wang, Wang, Xiao, Sean MacAvaney +5 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
7. TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation
   2024/06/17 by Jinyuan Fang, Fang, Jinyuan, Zaiqiao Meng +3 · 4 citations
   Computer Science · #Topic Modeling
8. IntenT5: Search Result Diversification using Causal Language Models
   2021/08/09 by Sean MacAvaney, MacAvaney, Sean, Craig Macdonald +5 · 2 citations
   Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling #Web Data Mining and Analysis
9. Intent Models for Contextualising and Diversifying Query Suggestions
   2013/12/05 by Eugene Kharitonov, Craig Macdonald, Kharitonov, Eugene +5 · 1 citation
   Computer Science · #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
10. What Else Would I Like? A User Simulator using Alternatives for Improved Evaluation of Fashion Conversational Recommendation Systems
    2024/01/11 by Maria Vlachou, Vlachou, Maria, Craig Macdonald +1 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
11. On Single and Multiple Representations in Dense Passage Retrieval
    2021/08/13 by Craig Macdonald, Macdonald, Craig, Nicola Tonellotto +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
12. Streamlining Evaluation with ir-measures
    2021/11/26 by Sean MacAvaney, Craig Macdonald, MacAvaney, Sean +3 · 1 citation
    Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
13. Effective and Efficient Training for Sequential Recommendation using Recency Sampling
    2022/07/06 by Aleksandr V. Petrov, Craig Macdonald, Petrov, Aleksandr +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
14. KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation
    2025/02/25 by Jinyuan Fang, Fang, Jinyuan, Zaiqiao Meng +3 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
15. Generative Sequential Recommendation with GPTRec
    2023/06/19 by Aleksandr V. Petrov, Petrov, Aleksandr V., Craig Macdonald +1 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling