147 citations
- Carnegie Mellon UniversityUS4 papers
- Johns Hopkins UniversityUS3 papers
- Amazon (United States)US2 papers
- The University of AdelaideAU2 papers
- Toyota Technological Institute at ChicagoUS2 papers
- Allen (United States)US1 paper
- Apple (Germany)DE1 paper
- Australian Centre for Robotic VisionAU1 paper
- DELL (United States)US1 paper
- Duke UniversityUS1 paper
- Georgetown UniversityUS1 paper
- Georgia Institute of TechnologyUS1 paper
4 papers · 1 filter
Semantic Product Search
Priyanka Nigam, Yiwei Song, Vijai Mohan +7
We study the problem of semantic matching in product search, that is, given a customer query, retrieve all semantically related products from the catalog. Pure lexical matching via…
Quaternion Collaborative Filtering for Recommendation
Shuai Zhang, Lina Yao, Lucas Vinh Tran +2
This paper proposes Quaternion Collaborative Filtering (QCF), a novel representation learning method for recommendation. Our proposed QCF relies on and exploits computation with Qu…
Passage Ranking with Weak Supervision
Peng Xu, Xiaofei Ma, Ramesh Nallapati +1
In this paper, we propose a \textit{weak supervision} framework for neural ranking tasks based on the data programming paradigm \citep{Ratner2016}, which enables us to leverage mul…
OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference
Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard +2
In this paper, we consider advancing web-scale knowledge extraction and alignment by integrating OpenIE extractions in the form of (subject, predicate, object) triples with Knowled…