A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts Jan 15, 2020 Aggression Identification Cross-Lingual Transfer
— Unverified Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Jan 13, 2020 Classification Domain Adaptation
— Unverified Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers Jan 12, 2020 Classification General Classification
Code Code Available Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Cluster for Extreme Multi-label Text Classification Jan 1, 2020 Multi Label Text Classification Multi-Label Text Classification
— Unverified Active Learning in Video Tracking Dec 29, 2019 Active Learning Computational Efficiency
— Unverified Encoding word order in complex embeddings Dec 27, 2019 Language Modeling Language Modelling
Code Code Available Text Classification for Azerbaijani Language Using Machine Learning and Embedding Dec 26, 2019 BIG-bench Machine Learning Classification
— Unverified TextNAS: A Neural Architecture Search Space tailored for Text Representation Dec 23, 2019 General Classification Natural Language Inference
— Unverified Siamese Networks for Large-Scale Author Identification Dec 23, 2019 Authorship Attribution Classification
— Unverified Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review Dec 19, 2019 BIG-bench Machine Learning Classification
— Unverified A Framework for Explainable Text Classification in Legal Document Review Dec 19, 2019 Classification General Classification
— Unverified PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI Dec 19, 2019 BIG-bench Machine Learning Classification
Code Code Available “Where is My Parcel?” Fast and Efficient Classifiers to Detect User Intent in Natural Language Dec 16, 2019 English Conversational Speech Recognition Intent Detection
Code Code Available Long-length Legal Document Classification Dec 14, 2019 Classification Document Classification
— Unverified TopoAct: Visually Exploring the Shape of Activations in Deep Learning Dec 13, 2019 Anomaly Detection Deep Learning
Code Code Available FlauBERT: Unsupervised Language Model Pre-training for French Dec 11, 2019 FLUE Language Modeling
Code Code Available Zero-shot Text Classification With Generative Language Models Dec 10, 2019 Classification General Classification
— Unverified Towards Constructing a Corpus for Studying the Effects of Treatments and Substances Reported in PubMed Abstracts Dec 4, 2019 Sentence text-classification
— Unverified Less Is Better: Unweighted Data Subsampling via Influence Function Dec 3, 2019 General Classification image-classification
Code Code Available Multi-Scale Self-Attention for Text Classification Dec 2, 2019 Classification General Classification
— Unverified EduBERT: Pretrained Deep Language Models for Learning Analytics Dec 2, 2019 text-classification Text Classification
— Unverified Robust Text Classification using Sub-Word Information in Input Word Representations. Dec 1, 2019 Language Modelling Machine Translation
— Unverified Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations. Dec 1, 2019 Audio Super-Resolution Super-Resolution
Code Code Available Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation Dec 1, 2019 Classification General Classification
— Unverified Not All Attention Is Needed: Gated Attention Network for Sequence Data Dec 1, 2019 All Sentence
Code Code Available Tag Recommendation by Word-Level Tag Sequence Modeling Nov 30, 2019 Decoder General Classification
— Unverified A Multi-cascaded Deep Model for Bilingual SMS Classification Nov 29, 2019 Classification General Classification
Code Code Available Dual-Attention Graph Convolutional Network Nov 28, 2019 Diversity text-classification
— Unverified Deep Learning with Gaussian Differential Privacy Nov 26, 2019 Deep Learning General Classification
Code Code Available Low Rank Factorization for Compact Multi-Head Self-Attention Nov 26, 2019 Articles General Classification
Code Code Available CAWA: An Attention-Network for Credit Attribution Nov 26, 2019 Information Retrieval Multilabel Text Classification
Code Code Available Word-Class Embeddings for Multiclass Text Classification Nov 26, 2019 Classification General Classification
Code Code Available Semi-Supervised Learning for Text Classification by Layer Partitioning Nov 26, 2019 Classification General Classification
— Unverified High Quality ELMo Embeddings for Seven Less-Resourced Languages Nov 22, 2019 NER text-classification
— Unverified Classifying Vietnamese Disease Outbreak Reports with Important Sentences and Rich Features Nov 22, 2019 General Classification text-classification
— Unverified Automatic Text-based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings Nov 21, 2019 General Classification text-classification
Code Code Available An Empirical Study of Sections in Classifying Disease Outbreak Reports Nov 21, 2019 Articles General Classification
— Unverified Paraphrasing with Large Language Models Nov 21, 2019 Language Modeling Language Modelling
— Unverified Log Message Anomaly Detection and Classification Using Auto-B/LSTM and Auto-GRU Nov 20, 2019 Anomaly Detection Classification
— Unverified Thick-Net: Parallel Network Structure for Sequential Modeling Nov 19, 2019 Language Modeling Language Modelling
— Unverified A Subword Level Language Model for Bangla Language Nov 15, 2019 Articles Language Modeling
— Unverified Structured Sparsification of Gated Recurrent Neural Networks Nov 13, 2019 Language Modeling Language Modelling
— Unverified BP-Transformer: Modelling Long-Range Context via Binary Partitioning Nov 11, 2019 Language Modeling Language Modelling
Code Code Available Text classification with pixel embedding Nov 11, 2019 Articles Classification
— Unverified t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams Nov 11, 2019 Anorexia Detection Classification
Code Code Available Meta Label Correction for Noisy Label Learning Nov 10, 2019 Image Classification Learning with noisy labels
Code Code Available Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks Nov 10, 2019 Diversity Entity Typing
Code Code Available Improving BERT Fine-tuning with Embedding Normalization Nov 10, 2019 Classification General Classification
— Unverified Improving Machine Reading Comprehension via Adversarial Training Nov 9, 2019 General Classification image-classification
— Unverified Ruminating Word Representations with Random Noised Masker Nov 8, 2019 text-classification Text Classification
— Unverified 