KLUE: Korean Language Understanding Evaluation May 20, 2021 Dependency Parsing Dialogue State Tracking
Code Code Available Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence May 19, 2021 Decoder Semantic Similarity
Code Code Available Sentence Similarity Based on Contexts May 17, 2021 Language Modeling Language Modelling
— Unverified Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies May 11, 2021 Knowledge Graph Embeddings Semantic Similarity
Code Code Available Measuring Economic Policy Uncertainty Using an Unsupervised Word Embedding-based Method May 10, 2021 Articles Semantic Similarity
— Unverified FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval May 8, 2021 Image Retrieval Metric Learning
Code Code Available Semantics in Multi-objective Genetic Programming May 6, 2021 Binary Classification Diversity
— Unverified Global and Local Information Adjustment for Semantic Similarity Evaluation May 1, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Embedding Semantic Hierarchy in Discrete Optimal Transport for Risk Minimization Apr 30, 2021 image-classification Image Classification
— Unverified Paraphrastic Representations at Scale Apr 30, 2021 CPU GPU
Code Code Available CAT: Cross-Attention Transformer for One-Shot Object Detection Apr 30, 2021 Object object-detection
— Unverified Evaluating Contrastive Models for Instance-based Image Retrieval Apr 30, 2021 Image Retrieval Retrieval
— Unverified Entailment as Few-Shot Learner Apr 29, 2021 Contrastive Learning Data Augmentation
Code Code Available Semantic similarity metrics for learned image registration Apr 20, 2021 Image Registration Semantic Similarity
Code Code Available More Than Meets The Eye: Semi-supervised Learning Under Non-IID Data Apr 20, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available SimCSE: Simple Contrastive Learning of Sentence Embeddings Apr 18, 2021 Contrastive Learning Data Augmentation
Code Code Available R&R: Metric-guided Adversarial Sentence Generation Apr 17, 2021 Adversarial Attack General Classification
Code Code Available Frequency-based Distortions in Contextualized Word Embeddings Apr 17, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase Apr 16, 2021 Data Augmentation intent-classification
— Unverified Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Apr 16, 2021 Contrastive Learning Cross-Lingual Semantic Textual Similarity
Code Code Available ALF -- A Fitness-Based Artificial Life Form for Evolving Large-Scale Neural Networks Apr 16, 2021 Artificial Life Form
— Unverified How to Train BERT with an Academic Budget Apr 15, 2021 Language Modeling Language Modelling
Code Code Available Generating Datasets with Pretrained Language Models Apr 15, 2021 Semantic Textual Similarity Sentence
Code Code Available TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning Apr 14, 2021 Denoising Domain Adaptation
Code Code Available 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 SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds Apr 11, 2021 Semantic Segmentation Semantic Similarity
Code Code Available Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models Apr 11, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification Apr 5, 2021 Clustering Semantic Similarity
— Unverified Automating Transfer Credit Assessment in Student Mobility -- A Natural Language Processing-based Approach Apr 5, 2021 Decision Making 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 Character Set Construction for Chinese Language Learning Apr 1, 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 A Multi-View Framework to Detect Redundant Activity Labels for More Representative Event Logs in Process Mining Mar 30, 2021 Attribute Semantic Similarity
— Unverified Automated radiology report generation using conditioned transformers Mar 26, 2021 Medical Report Generation Semantic Similarity
Code Code Available 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 PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT Mar 22, 2021 Classification General Classification
Code Code Available 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 On Semantic Similarity in Video Retrieval Mar 18, 2021 Retrieval Semantic Similarity
Code Code Available SPICE: Semantic Pseudo-labeling for Image Clustering Mar 17, 2021 Clustering Contrastive Learning
Code Code Available 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 Real-time Relevant Recommendation Suggestion Mar 8, 2021 Mixture-of-Experts Recommendation Systems
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