Semantic Retrieval

7 papers with code • 1 benchmarks • 1 datasets

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Contract Discovery

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Revealing the Importance of Semantic Retrieval for Machine Reading at Scale

easonnie/semanticRetrievalMRS • • IJCNLP 2019

In this work, we give general guidelines on system design for MRS by proposing a simple yet effective pipeline system with special consideration on hierarchical semantic retrieval at both paragraph and sentence level, and their potential effects on the downstream task.

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Code

Semantic query-by-example speech search using visual grounding

kamperh/flickr_semantic_qbe_eval • 15 Apr 2019

A number of recent studies have started to investigate how speech systems can be trained on untranscribed speech by leveraging accompanying images at training time.

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Code

Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines

applicaai/contract-discovery • Findings of the Association for Computational Linguistics 2020

We propose a new shared task of semantic retrieval from legal texts, in which a so-called contract discovery is to be performed, where legal clauses are extracted from documents, given a few examples of similar clauses from other legal acts.

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Deep Unsupervised Image Hashing by Maximizing Bit Entropy

liyunqianggyn/Deep-Unsupervised-Image-Hashing • • 22 Dec 2020

This layer is shown to minimize a penalized term of the Wasserstein distance between the learned continuous image features and the optimal half-half bit distribution.

Paper
Code