Detecting Deceptive Reviews using Generative Adversarial Networks May 25, 2018 General Classification Reinforcement Learning
— Unverified Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms May 24, 2018 Document Classification General Classification
Code Code Available Abstractive Text Classification Using Sequence-to-convolution Neural Networks May 20, 2018 Classification Data Augmentation
Code Code Available Diverse Few-Shot Text Classification with Multiple Metrics May 19, 2018 Classification Few-Shot Learning
Code Code Available Improved Sentence Modeling using Suffix Bidirectional LSTM May 18, 2018 Classification General Classification
— Unverified Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations May 16, 2018 Data Augmentation General Classification
Code Code Available SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines May 15, 2018 Explainable artificial intelligence General Classification
Code Code Available A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors May 14, 2018 Document Classification Domain Adaptation
Code Code Available Utilizing Probase in Open Directory Project-based Text Classification May 14, 2018 Classification General Classification
— Unverified Textual Membership Queries May 11, 2018 Active Learning General Classification
Code Code Available Text classification based on ensemble extreme learning machine May 10, 2018 Classification General Classification
— Unverified Joint Embedding of Words and Labels for Text Classification May 10, 2018 Classification General Classification
Code Code Available Hybrid Adaptive Fuzzy Extreme Learning Machine for text classification May 10, 2018 Classification General Classification
— Unverified Sentence-State LSTM for Text Representation May 7, 2018 General Classification Named Entity Recognition (NER)
Code Code Available SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining May 2, 2018 Articles Authorship Attribution
— 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 FastSense: An Efficient Word Sense Disambiguation Classifier May 1, 2018 Entity Linking Text Classification
— Unverified Joint Learning of Sense and Word Embeddings May 1, 2018 Dependency Parsing Sentiment Analysis
— Unverified Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines May 1, 2018 Automatic Speech Recognition (ASR) General Classification
— Unverified Towards a Gold Standard Corpus for Variable Detection and Linking in Social Science Publications May 1, 2018 Entity Linking Natural Language Inference
— Unverified Language adaptation experiments via cross-lingual embeddings for related languages May 1, 2018 Domain Adaptation Information Retrieval
— Unverified ESCRITO - An NLP-Enhanced Educational Scoring Toolkit May 1, 2018 Argument Mining Grammatical Error Correction
— Unverified DeepTC -- An Extension of DKPro Text Classification for Fostering Reproducibility of Deep Learning Experiments May 1, 2018 General Classification text-classification
— 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 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 Can Domain Adaptation be Handled as Analogies? May 1, 2018 Aspect-Based Sentiment Analysis (ABSA) Document Classification
— 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 Improving Hate Speech Detection with Deep Learning Ensembles May 1, 2018 Deep Learning Hate Speech Detection
Code Code Available Teanga: A Linked Data based platform for Natural Language Processing May 1, 2018 Machine Translation Part-Of-Speech Tagging
— 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 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 