Automatic Difficulty Classification of Arabic Sentences Mar 7, 2021 Binary Classification Classification
— Unverified Scalable Learning With a Structural Recurrent Neural Network for Short-Term Traffic Prediction Mar 3, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Distributional Formal Semantics Mar 2, 2021 Negation Semantic Similarity
Code Code Available 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 Unsupervised Extractive Summarization using Pointwise Mutual Information Feb 11, 2021 Articles Extractive Summarization
Code Code Available SAM-GAN: Self-Attention supporting Multi-stage Generative Adversarial Networks for text-to-image synthesis Feb 10, 2021 Image Generation Semantic Similarity
— Unverified Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention Feb 7, 2021 Natural Language Inference Question Answering
Code Code Available 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 Learning Representations by Contrasting Clusters While Bootstrapping Instances Jan 1, 2021 Clustering Contrastive Learning
— Unverified Feedforward Legendre Memory Unit Jan 1, 2021 image-classification Image Classification
— Unverified Embedding Transfer via Smooth Contrastive Loss Jan 1, 2021 Metric Learning Semantic Similarity
— Unverified Deep Representational Re-tuning using Contrastive Tension Jan 1, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Learning Semantic Similarities for Prototypical Classifiers Jan 1, 2021 Few-Shot Learning Metric Learning
— Unverified CLEAR: Contrastive Learning for Sentence Representation Dec 31, 2020 Contrastive Learning Linguistic Acceptability
— Unverified Generating Natural Language Attacks in a Hard Label Black Box Setting Dec 29, 2020 Adversarial Text Semantic Similarity
Code Code Available 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 Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning Dec 22, 2020 Generalization Bounds Language Modeling
Code Code Available RealFormer: Transformer Likes Residual Attention Dec 21, 2020 Language Modeling Language Modelling
Code Code Available MASKER: Masked Keyword Regularization for Reliable Text Classification Dec 17, 2020 Classification Domain Generalization
Code Code Available Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks Dec 13, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Promoting Semantics in Multi-objective Genetic Programming based on Decomposition Dec 8, 2020 Diversity Evolutionary Algorithms
— Unverified SemMT: A Semantic-based Testing Approach for Machine Translation Systems Dec 3, 2020 Machine Translation Semantic Similarity
Code Code Available 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 Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity Dec 1, 2020 Representation Learning Semantic Similarity
— Unverified News Aggregation with Diverse Viewpoint Identification Using Neural Embeddings and Semantic Understanding Models Dec 1, 2020 Articles Clustering
— 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 A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation Dec 1, 2020 Decoder Diversity
— Unverified A Siamese CNN Architecture for Learning Chinese Sentence Similarity Dec 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Unsupervised Anomaly Detection From Semantic Similarity Scores Dec 1, 2020 Anomaly Detection Out-of-Distribution Detection
— Unverified Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks Dec 1, 2020 Natural Language Inference Question Answering
— Unverified FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Nov 27, 2020 Question Answering Semantic Textual Similarity
Code Code Available AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments Nov 25, 2020 Multiple-choice Question Generation
— Unverified SEA: Sentence Encoder Assembly for Video Retrieval by Textual Queries Nov 24, 2020 Ad-hoc video search Management
Code Code Available Using Text to Teach Image Retrieval Nov 19, 2020 Image Retrieval Retrieval
— Unverified Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition Nov 14, 2020 Action Recognition Clustering
Code Code Available A partition-based similarity for classification distributions Nov 12, 2020 Classification General Classification
— Unverified DeepSim: Semantic similarity metrics for learned image registration Nov 11, 2020 Image Registration Semantic Similarity
Code Code Available CODER: Knowledge infused cross-lingual medical term embedding for term normalization Nov 5, 2020 Contrastive Learning Knowledge Graphs
Code Code Available 