Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines May 1, 2018 Automatic Speech Recognition (ASR) General Classification
— Unverified Complex and Precise Movie and Book Annotations in French Language for Aspect Based Sentiment Analysis May 1, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified Improving Hate Speech Detection with Deep Learning Ensembles May 1, 2018 Deep Learning Hate Speech Detection
Code Code Available DeepTC -- An Extension of DKPro Text Classification for Fostering Reproducibility of Deep Learning Experiments May 1, 2018 General Classification text-classification
— Unverified Joint Learning of Sense and Word Embeddings May 1, 2018 Dependency Parsing Sentiment Analysis
— Unverified Towards a Gold Standard Corpus for Variable Detection and Linking in Social Science Publications May 1, 2018 Entity Linking Natural Language Inference
— Unverified Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website May 1, 2018 Information Retrieval Text Classification
— Unverified FastSense: An Efficient Word Sense Disambiguation Classifier May 1, 2018 Entity Linking Text Classification
— Unverified Language adaptation experiments via cross-lingual embeddings for related languages May 1, 2018 Domain Adaptation Information Retrieval
— Unverified A Multi- versus a Single-classifier Approach for the Identification of Modality in the Portuguese Language May 1, 2018 Opinion Mining Sentiment Analysis
— Unverified Reusable workflows for gender prediction May 1, 2018 Feature Engineering Gender Prediction
— Unverified Object Activity Scene Description, Construction and Recognition May 1, 2018 Action Recognition General Classification
— Unverified Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks Apr 22, 2018 General Classification Multi-Task Learning
— Unverified Automated essay scoring with string kernels and word embeddings Apr 21, 2018 Automated Essay Scoring Dialect Identification
— Unverified Reinforced Co-Training Apr 17, 2018 Clickbait Detection General Classification
— Unverified ClassiNet -- Predicting Missing Features for Short-Text Classification Apr 14, 2018 Classification General Classification
— Unverified Few-Shot Text Classification with Pre-Trained Word Embeddings and a Human in the Loop Apr 5, 2018 Few-Shot Learning Few-Shot Text Classification
Code Code Available Incorporating Word Embeddings into Open Directory Project based Large-scale Classification Apr 3, 2018 Classification General Classification
— Unverified In-depth Question classification using Convolutional Neural Networks Mar 31, 2018 Classification General Classification
— Unverified Investigating Capsule Networks with Dynamic Routing for Text Classification Mar 29, 2018 Classification General Classification
Code Code Available Universal Sentence Encoder Mar 29, 2018 Conversational Response Selection Semantic Textual Similarity
Code Code Available Near-lossless Binarization of Word Embeddings Mar 24, 2018 Binarization Semantic Similarity
Code Code Available A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification Mar 18, 2018 EEG Electroencephalogram (EEG)
— Unverified Corpus Statistics in Text Classification of Online Data Mar 16, 2018 BIG-bench Machine Learning Classification
— Unverified The emergent algebraic structure of RNNs and embeddings in NLP Mar 7, 2018 General Classification text-classification
— Unverified Convolutional Neural Networks for Toxic Comment Classification Feb 27, 2018 Classification Cloud Computing
Code Code Available Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social Media Feb 26, 2018 Epidemiology Semi-Supervised Text Classification
Code Code Available Meta Multi-Task Learning for Sequence Modeling Feb 25, 2018 Multi-Task Learning Representation Learning
— Unverified Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing Feb 16, 2018 Knowledge Graphs Natural Language Inference
— Unverified Multinomial Adversarial Networks for Multi-Domain Text Classification Feb 15, 2018 Classification Cross-Domain Text Classification
Code Code Available Email Classification into Relevant Category Using Neural Networks Feb 12, 2018 Classification General Classification
— Unverified Feature-Distributed SVRG for High-Dimensional Linear Classification Feb 10, 2018 Classification General Classification
— Unverified TextZoo, a New Benchmark for Reconsidering Text Classification Feb 10, 2018 Classification General Classification
— Unverified Intentional Control of Type I Error over Unconscious Data Distortion: a Neyman-Pearson Approach to Text Classification Feb 7, 2018 Classification General Classification
Code Code Available Recursive Feature Generation for Knowledge-based Learning Jan 31, 2018 General Classification Inductive Learning
— Unverified Impact of Batch Size on Stopping Active Learning for Text Classification Jan 24, 2018 Active Learning General Classification
— Unverified Support Vector Machine Active Learning Algorithms with Query-by-Committee versus Closest-to-Hyperplane Selection Jan 24, 2018 Active Learning General Classification
— Unverified Efficient Text Classification Using Tree-structured Multi-linear Principal Component Analysis Jan 20, 2018 Dimensionality Reduction General Classification
— Unverified A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks Jan 19, 2018 General Classification text-classification
Code Code Available Investigating the Working of Text Classifiers Jan 19, 2018 Classification General Classification
Code Code Available Universal Language Model Fine-tuning for Text Classification Jan 18, 2018 General Classification Language Modeling
Code Code Available Predicting Movie Genres Based on Plot Summaries Jan 15, 2018 BIG-bench Machine Learning Classification
Code Code Available Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Jan 13, 2018 Adversarial Text General Classification
Code Code Available PixelLink: Detecting Scene Text via Instance Segmentation Jan 4, 2018 Instance Segmentation regression
Code Code Available Fast and Accurate Text Classification: Skimming, Rereading and Early Stopping Jan 1, 2018 Classification General Classification
— Unverified Zero-shot Cross Language Text Classification Jan 1, 2018 Classification General Classification
— Unverified A New Method of Region Embedding for Text Classification Jan 1, 2018 Classification General Classification
Code Code Available Character Level Based Detection of DGA Domain Names Jan 1, 2018 General Classification text-classification
— Unverified Compact Encoding of Words for Efficient Character-level Convolutional Neural Networks Text Classification Jan 1, 2018 General Classification text-classification
— Unverified HotFlip: White-Box Adversarial Examples for Text Classification Dec 19, 2017 Classification General Classification
Code Code Available 