Avi Caciularu
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Recommender Systems and Techniques, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space(2022)85 cited
- → Grad-SAM(2021)37 cited
- → Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering(2020)35 cited
- → Paraphrasing vs Coreferring: Two Sides of the Same Coin(2020)27 cited
- → Anchor-based Collaborative Filtering(2021)25 cited
- → Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks(2023)23 cited
- → Cold Item Recommendations via Hierarchical Item2vec(2020)21 cited
- → Interpreting BERT-based Text Similarity via Activation and Saliency Maps(2022)20 cited
- → Proposition-Level Clustering for Multi-Document Summarization(2022)20 cited
- → Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach(2024)17 cited