Datasets:

sentence-transformers
/

specter

anchor stringlengths 10 388	positive stringlengths 8 386
Millimeter-wave CMOS digital controlled artificial dielectric differential mode transmission lines for reconfigurable ICs	CMP network-on-chip overlaid with multi-band RF-interconnect
Discriminative Representation Combinations for Accurate Face Spoofing Detection	Deep Representations for Iris, Face, and Fingerprint Spoofing Detection
Discriminative Representation Combinations for Accurate Face Spoofing Detection	Robust Real-Time Face Detection
Discriminative Representation Combinations for Accurate Face Spoofing Detection	A face antispoofing database with diverse attacks
Integrating children's contributions in the interaction design process	Designing for or designing with? Informant design for interactive learning environments
Structured Dictionary Learning for Classification	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
Structured Dictionary Learning for Classification	Robust Face Recognition via Sparse Representation
Structured Dictionary Learning for Classification	Regression Shrinkage and Selection Via the Lasso
Structured Dictionary Learning for Classification	C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework
Low latency analytics for streaming traffic data with Apache Spark	Semantic data provisioning and reasoning for the Internet of Things
Low latency analytics for streaming traffic data with Apache Spark	Big Data: Principles and best practices of scalable realtime data systems
Time-dependent trajectory regression on road networks via multi-task learning	Adaptive Fastest Path Computation on a Road Network: A Traffic Mining Approach
Time-dependent trajectory regression on road networks via multi-task learning	Convex multi-task feature learning
Time-dependent trajectory regression on road networks via multi-task learning	Sparsity and smoothness via the fused lasso
Time-dependent trajectory regression on road networks via multi-task learning	A Convex Formulation for Learning Task Relationships in Multi-Task Learning
A Comparison of Noise Handling Techniques	Robust Decision Trees: Removing Outliers from Databases
Effective 3D action recognition using EigenJoints	Mining actionlet ensemble for action recognition with depth cameras
Effective 3D action recognition using EigenJoints	A spatio-temporal descriptor based on 3D-gradients
Effective 3D action recognition using EigenJoints	Behavior recognition via sparse spatio-temporal features
Normal-Mode Decomposition of Surface Power Distribution in Multiple-Coil Induction Heating Systems	Dynamic Analysis and Control for Resonant Currents in a Zone-Control Induction Heating System
Authorship Attribution Based on Life-Like Network Automata	Influence of Word Normalization on Text Classification
Research Note - Privacy Concerns and Privacy-Protective Behavior in Synchronous Online Social Interactions	a self - awareness approach to computer - mediated communication .
Research Note - Privacy Concerns and Privacy-Protective Behavior in Synchronous Online Social Interactions	Internet users' information privacy-protective responses: a taxonomy and a nomological model
Agreement and Disagreement: Comparison of Points of View in the Political Domain	LIBSVM: A library for support vector machines
Agreement and Disagreement: Comparison of Points of View in the Political Domain	From Frequency to Meaning: Vector Space Models of Semantics
Agreement and Disagreement: Comparison of Points of View in the Political Domain	stanford ' s multi - pass sieve coreference resolution system at the conll - 2011 shared task .
The Literature Review of Technology Acceptance Model: A Study of the Bibliometric Distributions	Perceived usefulness, perceived ease of use, and user acceptance of information technology
Dynamics of Driver's Gaze: Explorations in Behavior Modeling and Maneuver Prediction	Car that Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models
Dynamics of Driver's Gaze: Explorations in Behavior Modeling and Maneuver Prediction	A computational framework for driver's visual attention using a fully convolutional architecture
Dynamics of Driver's Gaze: Explorations in Behavior Modeling and Maneuver Prediction	Supervised Descent Method and Its Applications to Face Alignment
Real-time verification of network properties using Atomic Predicates	Real Time Network Policy Checking using Header Space Analysis
Real-time verification of network properties using Atomic Predicates	Header space analysis: Static checking for networks
Trading off prediction accuracy and power consumption for context-aware wearable computing	The Nature of Statistical Learning Theory
Trading off prediction accuracy and power consumption for context-aware wearable computing	Sampling frequency, signal resolution and the accuracy of wearable context recognition systems
All digital phase interpolator	A Wide-Tracking Range Clock and Data Recovery Circuit
All digital phase interpolator	A Semidigital Dual Delay-Locked Loop
Fast and memory-efficient regular expression matching for deep packet inspection	fast regular expression matching using fpgas .
Fast and memory-efficient regular expression matching for deep packet inspection	Algorithms to accelerate multiple regular expressions matching for deep packet inspection
Packet Inspection for Unauthorized OS Detection in Enterprises	SubVirt: implementing malware with virtual machines
A low phase noise oscillator using SIW combline resonator	Theory and Design of Octave Tunable Filters With Lumped Tuning Elements
A low phase noise oscillator using SIW combline resonator	A Low Phase-Noise VCO Using an Electronically Tunable Substrate Integrated Waveguide Resonator
A low phase noise oscillator using SIW combline resonator	A compact-size microstrip spiral resonator and its application to microwave oscillator
A low phase noise oscillator using SIW combline resonator	Design of High-Q Tunable SIW Resonator and Its Application to Low Phase Noise VCO
Inflammatory reaction to hyaluronic acid: A newly described complication in vocal fold augmentation	Vascular complications of hyaluronic acid fillers and the role of hyaluronidase in management.
Inflammatory reaction to hyaluronic acid: A newly described complication in vocal fold augmentation	Treatment Algorithm of Complications after Filler Injection: Based on Wound Healing Process
Fria: fast and robust instance alignment	PARIS: Probabilistic Alignment of Relations, Instances, and Schema
Fria: fast and robust instance alignment	yago2 : exploring and querying world knowledge in time , space , context , and many languages .
Interaction techniques for older adults using touchscreen devices: a literature review	BiTouch and BiPad: designing bimanual interaction for hand-held tablets
Player Detection and Tracking in Broadcast Tennis Video	real - time view recognition and event detection for sports video .
empathy versus personal distress – recent evidence from social neuroscience .	How Would You Feel versus How Do You Think She Would Feel? A Neuroimaging Study of Perspective-Taking with Social Emotions
empathy versus personal distress – recent evidence from social neuroscience .	empathy : its ultimate and proximate bases .
empathy versus personal distress – recent evidence from social neuroscience .	The Mirror Neuron System
Deep Unsupervised Similarity Learning Using Partially Ordered Sets	A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion
Deep Unsupervised Similarity Learning Using Partially Ordered Sets	Learning a Nonlinear Embedding by Preserving Class Neighbourhood Structure
Deep Unsupervised Similarity Learning Using Partially Ordered Sets	Discriminative decorrelation for clustering and classification
Deep Unsupervised Similarity Learning Using Partially Ordered Sets	2D Human Pose Estimation: New Benchmark and State of the Art Analysis
Question answering on interlinked data	Top-k Exploration of Query Candidates for Efficient Keyword Search on Graph-Shaped (RDF) Data
Question answering on interlinked data	Text Chunking Using Transformation-Based Learning
Automatic categorization of medical images for content-based retrieval and data mining	Efficient Pattern Recognition Using a New Transformation Distance
Automatic categorization of medical images for content-based retrieval and data mining	Blobworld : Image segmentation using Expectation-Maximization and its application to image querying
Convolutional Networks Outperform Linear Decoders in Predicting EMG From Spinal Cord Signals	Convolutional deep belief networks for feature extraction of EEG signal
Convolutional Networks Outperform Linear Decoders in Predicting EMG From Spinal Cord Signals	Seizure prediction for therapeutic devices: A review
Direct and indirect pathways of basal ganglia: a critical reappraisal	Regulation of parkinsonian motor behaviours by optogenetic control of basal ganglia circuitry
A Multicriteria Approach for Distributed Planning and Conflict Resolution for Multi-Agent Systems	Supporting Conflict Resolution in Cooperative Design Systems
Multiple balance strategies from one optimization criterion	A Biomechanically Motivated Two-Phase Strategy for Biped Upright Balance Control
the effects of a controlled energy storage and return prototype prosthetic foot on transtibial amputee ambulation .	The effect of five prosthetic feet on the gait and loading of the sound limb in dysvascular below-knee amputees.
the effects of a controlled energy storage and return prototype prosthetic foot on transtibial amputee ambulation .	Kinetic analysis of the lower limbs during walking: What information can be gained from a three-dimensional model?
with emphasis to the computer and internet .	National policies that connect ICT-based education reform to economic and social development
Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations	Correlative multi-label video annotation
Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations	multi - label music genre classification from audio , text and images using deep features .
Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations	Learning multi-label scene classification
Feature Extraction from Product Reviews using Feature Similarity and Polarity	Mining and summarizing customer reviews
Feature Extraction from Product Reviews using Feature Similarity and Polarity	SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining
Feature Extraction from Product Reviews using Feature Similarity and Polarity	Sentiment analysis and subjectivity
Feature Extraction from Product Reviews using Feature Similarity and Polarity	Extracting Product Features And Opinions From Reviews
Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction	on the suitability of near - infrared ( nir ) systems for next - generation brain - computer interfaces .
Flow-Guided Feature Aggregation for Video Object Detection	Deep Residual Learning for Image Recognition
Flow-Guided Feature Aggregation for Video Object Detection	Visual Tracking with Fully Convolutional Networks
Flow-Guided Feature Aggregation for Video Object Detection	Learning Multi-domain Convolutional Neural Networks for Visual Tracking
Flow-Guided Feature Aggregation for Video Object Detection	Fast R-CNN
Musicality-Novelty Generative Adversarial Nets for Algorithmic Composition	Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints
Musicality-Novelty Generative Adversarial Nets for Algorithmic Composition	Generating Videos with Scene Dynamics
Musicality-Novelty Generative Adversarial Nets for Algorithmic Composition	Generative Adversarial Nets
Musicality-Novelty Generative Adversarial Nets for Algorithmic Composition	On the Theory of Dynamic Programming
system models in wireless sensor networks .	A macroscope in the redwoods
Toward Characteristic-Preserving Image-based Virtual Try-On Network	Rectifier Nonlinearities Improve Neural Network Acoustic Models
Toward Characteristic-Preserving Image-based Virtual Try-On Network	Convolutional Neural Network Architecture for Geometric Matching
Toward Characteristic-Preserving Image-based Virtual Try-On Network	Perceptual Losses for Real-Time Style Transfer and Super-Resolution
probabilistic models for expert finding .	Formal models for expert finding in enterprise corpora
probabilistic models for expert finding .	A study of smoothing methods for language models applied to Ad Hoc information retrieval
probabilistic models for expert finding .	Overview of the TREC 2005 Enterprise Track
probabilistic models for expert finding .	Some simple effective approximations to the 2-Poisson model for probabilistic weighted retrieval
Direct Policy Transfer via Hidden Parameter Markov Decision Processes	Learning Invariant Feature Spaces to Transfer Skills with Reinforcement Learning
Direct Policy Transfer via Hidden Parameter Markov Decision Processes	Deep Reinforcement Learning with Double Q-learning
Direct Policy Transfer via Hidden Parameter Markov Decision Processes	Reinforcement Learning: An Introduction
Direct Policy Transfer via Hidden Parameter Markov Decision Processes	Simultaneous policy learning and latent state inference for imitating driver behavior
Sliced Recurrent Neural Networks	Glove: Global Vectors for Word Representation
Sliced Recurrent Neural Networks	A Convolutional Neural Network for Modelling Sentences
Sliced Recurrent Neural Networks	Adam: A Method for Stochastic Optimization
A Survey on Routing Protocols in Wireless Sensor Networks	A transmission control scheme for media access in sensor networks

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Dataset Card for Specter

This dataset is a collection of title-related-unrelated triplets from Scientific Publications on Specter. See Specter for additional information. This dataset can be used directly with Sentence Transformers to train embedding models.

Dataset Subsets

`triplet` subset

Columns: "anchor", "positive", "negative"
Column types: str, str, str

Examples:

{
  'anchor': "Integrating children's contributions in the interaction design process",
  'positive': 'Designing for or designing with? Informant design for interactive learning environments',
  'negative': 'Power Operation in ISD: Technological Frames Perspectives.',
}

Collection strategy: Reading the Specter dataset from embedding-training-data, followed by deduplication.
Deduplified: Yes

`pair` subset

Columns: "anchor", "positive"
Column types: str, str

Examples:

{
  'anchor': 'Time-dependent trajectory regression on road networks via multi-task learning',
  'positive': 'Convex multi-task feature learning',
}

Collection strategy: Reading the Specter dataset from embedding-training-data, only taking the title and related title, and then performing deduplication.
Deduplified: Yes