Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase Apr 16, 2021 Data Augmentation intent-classification
— Unverified ALF -- A Fitness-Based Artificial Life Form for Evolving Large-Scale Neural Networks Apr 16, 2021 Artificial Life Form
— Unverified Sentence Embeddings by Ensemble Distillation Apr 14, 2021 Knowledge Distillation Semantic Textual Similarity
— Unverified Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition Apr 13, 2021 General Classification Semantic Similarity
— Unverified Learning to Remove: Towards Isotropic Pre-trained BERT Embedding Apr 12, 2021 Semantic Textual Similarity Word Similarity
Code Code Available Automating Transfer Credit Assessment in Student Mobility -- A Natural Language Processing-based Approach Apr 5, 2021 Decision Making Semantic Similarity
— Unverified Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification Apr 5, 2021 Clustering Semantic Similarity
— Unverified Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks Apr 1, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified Character Set Construction for Chinese Language Learning Apr 1, 2021 Clustering Semantic Similarity
— Unverified Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures Apr 1, 2021 Cross-Lingual Transfer Event Argument Extraction
— Unverified A Multi-View Framework to Detect Redundant Activity Labels for More Representative Event Logs in Process Mining Mar 30, 2021 Attribute Semantic Similarity
— Unverified Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation Mar 26, 2021 Graph Attention Semantic Segmentation
— Unverified Unsupervised Contextual Paraphrase Generation using Lexical Control and Reinforcement Learning Mar 23, 2021 Diversity Natural Language Inference
— Unverified An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-Level Structural Information Mar 21, 2021 Representation Learning Semantic Similarity
— Unverified Paint by Word Mar 19, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified Cost-effective Deployment of BERT Models in Serverless Environment Mar 19, 2021 Knowledge Distillation Semantic Textual Similarity
— Unverified Optimal Embedding Calibration for Symbolic Music Similarity Mar 13, 2021 Language Modeling Language Modelling
— Unverified Internal Wasserstein Distance for Adversarial Attack and Defense Mar 13, 2021 Adversarial Attack Adversarial Defense
— Unverified ReinforceBug: A Framework to Generate Adversarial Textual Examples Mar 11, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified A Discriminative Vectorial Framework for Multi-modal Feature Representation Mar 9, 2021 Audio Emotion Recognition Data Visualization
— Unverified Automatic Difficulty Classification of Arabic Sentences Mar 7, 2021 Binary Classification Classification
— Unverified Semantic Data Set Construction from Human Clustering and Spatial Arrangement Mar 1, 2021 Clustering Representation Learning
— Unverified Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines Mar 1, 2021 Document Ranking Language Modelling
— Unverified EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk over word senses Feb 27, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified Learning Large-scale Location Embedding From Human Mobility Trajectories with Graphs Feb 23, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified SAM-GAN: Self-Attention supporting Multi-stage Generative Adversarial Networks for text-to-image synthesis Feb 10, 2021 Image Generation Semantic Similarity
— Unverified Rank-Consistency Deep Hashing for Scalable Multi-Label Image Search Feb 2, 2021 Clustering Deep Hashing
— Unverified Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks Jan 26, 2021 Language Modelling Natural Language Inference
— Unverified Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks Jan 26, 2021 Cross-Lingual Transfer Language Modeling
— Unverified A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization Jan 22, 2021 Learning-To-Rank Multi-class Classification
— Unverified Automating the Compilation of Potential Core-Outcomes for Clinical Trials Jan 11, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph Jan 8, 2021 Clustering Information Retrieval
— Unverified Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity Jan 7, 2021 QQP Question Similarity
— Unverified Embedding Transfer via Smooth Contrastive Loss Jan 1, 2021 Metric Learning Semantic Similarity
— Unverified Learning Representations by Contrasting Clusters While Bootstrapping Instances Jan 1, 2021 Clustering Contrastive Learning
— Unverified Learning Semantic Similarities for Prototypical Classifiers Jan 1, 2021 Few-Shot Learning Metric Learning
— Unverified Feedforward Legendre Memory Unit Jan 1, 2021 image-classification Image Classification
— Unverified CLEAR: Contrastive Learning for Sentence Representation Dec 31, 2020 Contrastive Learning Linguistic Acceptability
— Unverified Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Dec 28, 2020 Answer Generation Question Answering
— Unverified Latent Feature Representation via Unsupervised Learning for Pattern Discovery in Massive Electron Microscopy Image Volumes Dec 22, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Promoting Semantics in Multi-objective Genetic Programming based on Decomposition Dec 8, 2020 Diversity Evolutionary Algorithms
— Unverified A Computational Approach to Measuring the Semantic Divergence of Cognates Dec 2, 2020 Cross-Lingual Word Embeddings Semantic Similarity
— Unverified Amplifying the Range of News Stories with Creativity: Methods and their Evaluation, in Portuguese Dec 1, 2020 Semantic Textual Similarity STS
— Unverified News Aggregation with Diverse Viewpoint Identification Using Neural Embeddings and Semantic Understanding Models Dec 1, 2020 Articles Clustering
— Unverified A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation Dec 1, 2020 Decoder Diversity
— Unverified Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity Dec 1, 2020 Representation Learning Semantic Similarity
— Unverified A Siamese CNN Architecture for Learning Chinese Sentence Similarity Dec 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information Dec 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Specializing Word Vectors by Spectral Decomposition on Heterogeneously Twisted Graphs Dec 1, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available Unsupervised Anomaly Detection From Semantic Similarity Scores Dec 1, 2020 Anomaly Detection Out-of-Distribution Detection
— Unverified 