98 citations · 354 across the 31 of their papers we have counts for
9 papers · 1 filter
Structured Information Retrieval Strategies for Localising Software Changes
Qiuchi Li, Yijun Yu, Dawei Song +1
During software maintenance and evolution, developers need to deal with a large number of change requests by modifying existing code or adding code into the system. An efficient ta…
Exploiting "Quantum-like Interference" in Decision Fusion for Ranking Multimodal Documents
Dimitris Gkoumas, Dawei Sogn
Fusing and ranking multimodal information remains always a challenging task. A robust decision-level fusion method should not only be dynamically adaptive for assigning weights to…
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval
Sagar Uprety, Dimitris Gkoumas, Dawei Song
Relevance judgment in Information Retrieval is influenced by multiple factors. These include not only the topicality of the documents but also other user oriented factors like trus…
Investigating non-classical correlations between decision fused multi-modal documents
Dimitris Gkoumas, Sagar Uprety, Dawei Song
Correlation has been widely used to facilitate various information retrieval methods such as query expansion, relevance feedback, document clustering, and multi-modal fusion. Espec…
A Quantum Many-body Wave Function Inspired Language Modeling Approach
Peng Zhang, Zhan Su, Lipeng Zhang +2
The recently proposed quantum language model (QLM) aimed at a principled approach to modeling term dependency by applying the quantum probability theory. The latest development for…
Reconciling Irrational Human Behavior with AI based Decision Making: A Quantum Probabilistic Approach
Sagar Uprety, Dawei Song
There are many examples of human decision making which cannot be modeled by classical probabilistic and logic models, on which the current AI systems are based. Hence the need for…
Investigating Order Effects in Multidimensional Relevance Judgment using Query Logs
Sagar Uprety, Dawei Song
There is a growing body of research which has investigated relevance judgment in IR being influenced by multiple factors or dimensions. At the same time, the Order Effects in seque…
Quantum-inspired Complex Word Embedding
Qiuchi Li, Sagar Uprety, Benyou Wang +1
A challenging task for word embeddings is to capture the emergent meaning or polarity of a combination of individual words. For example, existing approaches in word embeddings will…
Modeling Multidimensional User Relevance in IR using Vector Spaces
Sagar Uprety, Yi Su, Dawei Song +1
It has been shown that relevance judgment of documents is influenced by multiple factors beyond topicality. Some multidimensional user relevance models (MURM) proposed in literatur…