2.2k citations · 10.9k across the 144 of their papers we have counts for
4 papers · 1 filter
Semantic Modelling with Long-Short-Term Memory for Information Retrieval
H. Palangi, L. Deng, Y. Shen +5
In this paper we address the following problem in web document and information retrieval (IR): How can we use long-term context information to gain better IR performance? Unlike co…
Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Bishan Yang, Wen-tau Yih, Xiaodong He +2
We consider learning representations of entities and relations in KBs using the neural-embedding approach. We show that most existing models, including NTN (Socher et al., 2013) an…
Learning Multi-Relational Semantics Using Neural-Embedding Models
Bishan Yang, Wen-tau Yih, Xiaodong He +2
In this paper we present a unified framework for modeling multi-relational representations, scoring, and learning, and conduct an empirical study of several recent multi-relational…
From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola +9
This paper presents a novel approach for automatically generating image descriptions: visual detectors, language models, and multimodal similarity models learnt directly from a dat…