text similarity

35 papers with code • 2 benchmarks • 3 datasets

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Most implemented papers

Stacked Cross Attention for Image-Text Matching

kuanghuei/SCAN ECCV 2018

Prior work either simply aggregates the similarity of all possible pairs of regions and words without attending differentially to more and less important words or regions, or uses a multi-step attentional process to capture limited number of semantic alignments which is less interpretable.

Query-based Attention CNN for Text Similarity Map

chun5212021202/ACM-Net 15 Sep 2017

This network is composed of compare mechanism, two-staged CNN architecture with attention mechanism, and a prediction layer.

Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking

Wangt-CN/MTFN-RR-PyTorch-Code 12 Aug 2019

We propose a novel framework that achieves remarkable matching performance with acceptable model complexity.

Effective Crowd-Annotation of Participants, Interventions, and Outcomes in the Text of Clinical Trial Reports

Markus-Zlabinger/pico-annotation Findings of the Association for Computational Linguistics 2020

Obtaining such a corpus from crowdworkers, however, has been shown to be ineffective since (i) workers usually lack domain-specific expertise to conduct the task with sufficient quality, and (ii) the standard approach of annotating entire abstracts of trial reports as one task-instance (i. e. HIT) leads to an uneven distribution in task effort.

Deep Generative Model for Joint Alignment and Word Representation

uva-slpl/embedalign NAACL 2018

This work exploits translation data as a source of semantically relevant learning signal for models of word representation.

Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio Features

deezer/cover_song_detection 30 Aug 2018

In this work, we investigate whether textual music information (such as metadata and lyrics) can be used along with audio for large-scale cover identification problem in a wide digital music library.

Using Sentiment Induction to Understand Variation in Gendered Online Communities

lucy3/reddit-sent WS 2019

We analyze gendered communities defined in three different ways: text, users, and sentiment.

Automating the search for a patent's prior art with a full text similarity search

helmersl/patent_similarity_search 10 Jan 2019

The evaluation results show that our automated approach, besides accelerating the search process, also improves the search results for prior art with respect to their quality.

Evaluation of Scientific Elements for Text Similarity in Biomedical Publications

mariananeves/scientific-elements-text-similarity WS 2019

Rhetorical elements from scientific publications provide a more structured view of the document and allow algorithms to focus on particular parts of the text.