Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm Apr 1, 2017 General Classification Sentiment Analysis
— Unverified Discriminating between Similar Languages with Word-level Convolutional Neural Networks Apr 1, 2017 Language Identification Question Answering
— Unverified Continuous N-gram Representations for Authorship Attribution Apr 1, 2017 Authorship Attribution General Classification
— Unverified Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes Mar 22, 2017 Classification General Classification
— Unverified Metalearning for Feature Selection Mar 20, 2017 Classification feature selection
— Unverified Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning Mar 5, 2017 Bayesian Optimization Classification
— Unverified Studying Positive Speech on Twitter Feb 24, 2017 General Classification Opinion Mining
— Unverified Analysis and Optimization of fastText Linear Text Classifier Feb 17, 2017 Classification Deep Learning
— Unverified Predicting Audience's Laughter Using Convolutional Neural Network Feb 8, 2017 General Classification text-classification
— Unverified All-but-the-Top: Simple and Effective Postprocessing for Word Representations Feb 5, 2017 All General Classification
Code Code Available Bangla Word Clustering Based on Tri-gram, 4-gram and 5-gram Language Model Jan 27, 2017 Clustering Language Modeling
— Unverified Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification Jan 23, 2017 Binary Classification Classification
Code Code Available Semantic classifier approach to document classification Jan 16, 2017 Classification Document Classification
— Unverified Fast mixing for Latent Dirichlet allocation Jan 11, 2017 text-classification Text Classification
— Unverified Heterogeneous domain adaptation: An unsupervised approach Jan 10, 2017 Domain Adaptation text-classification
— Unverified Universal Dependencies-based syntactic features in detecting human translation varieties Jan 1, 2017 Machine Translation Text Classification
— Unverified SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations Dec 20, 2016 Clustering Information Retrieval
Code Code Available Unraveling reported dreams with text analytics Dec 12, 2016 text-classification Text Classification
— Unverified Hashtag Recommendation with Topical Attention-Based LSTM Dec 1, 2016 Collaborative Filtering Feature Engineering
— Unverified Zooming in on Gender Differences in Social Media Dec 1, 2016 General Classification Sociology
— Unverified Automatic Construction of Large Readability Corpora Dec 1, 2016 Text Classification Text Simplification
— Unverified Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification Dec 1, 2016 Clustering Language Acquisition
— Unverified Cancer Hallmark Text Classification Using Convolutional Neural Networks Dec 1, 2016 Classification General Classification
— Unverified High Accuracy Rule-based Question Classification using Question Syntax and Semantics Dec 1, 2016 BIG-bench Machine Learning Classification
— Unverified UTCNN: a Deep Learning Model of Stance Classification on Social Media Text Dec 1, 2016 Document Classification General Classification
— Unverified On the Impact of Seed Words on Sentiment Polarity Lexicon Induction Dec 1, 2016 Sentiment Analysis Text Classification
Code Code Available TextImager: a Distributed UIMA-based System for NLP Dec 1, 2016 Sentiment Analysis Text Classification
— Unverified Learning Non-Linear Functions for Text Classification Dec 1, 2016 Classification General Classification
— Unverified Supervised Word Mover's Distance Dec 1, 2016 Document Classification General Classification
Code Code Available The Role of Features and Context on Suicide Ideation Detection Dec 1, 2016 Text Classification
— Unverified Data, tools and resources for mining social media drug chatter Dec 1, 2016 Epidemiology General Classification
— Unverified A New Feature Selection Technique Combined with ELM Feature Space for Text Classification Dec 1, 2016 feature selection General Classification
— Unverified Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification Dec 1, 2016 General Classification text-classification
Code Code Available Learning cascaded latent variable models for biomedical text classification Dec 1, 2016 Classification General Classification
— Unverified Pairwise FastText Classifier for Entity Disambiguation Dec 1, 2016 Entity Disambiguation General Classification
— Unverified Acquisition of semantic relations between terms: how far can we get with standard NLP tools? Dec 1, 2016 Coreference Resolution Lemmatization
— Unverified Sentence Based Discourse Classification for Hindi Story Text-to-Speech (TTS) System Dec 1, 2016 General Classification Sentence
— Unverified Translationese: Between Human and Machine Translation Dec 1, 2016 Language Identification Machine Translation
— Unverified Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant Dec 1, 2016 General Classification Product Categorization
— Unverified Recurrent Neural Network with Word Embedding for Complaint Classification Dec 1, 2016 Classification General Classification
— Unverified Language and Dialect Discrimination Using Compression-Inspired Language Models Dec 1, 2016 Authorship Attribution Dialect Identification
— Unverified Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network Dec 1, 2016 Automatic Speech Recognition (ASR) Dialogue Act Classification
— Unverified Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings Dec 1, 2016 Classification Feature Engineering
— Unverified Identity-sensitive Word Embedding through Heterogeneous Networks Nov 29, 2016 Network Embedding text-classification
— Unverified Improving Multi-Document Summarization via Text Classification Nov 28, 2016 Classification Document Summarization
— Unverified Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling Nov 21, 2016 Binary Classification Classification
Code Code Available A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs Nov 16, 2016 General Classification text-classification
— Unverified Character-level Convolutional Network for Text Classification Applied to Chinese Corpus Nov 14, 2016 Classification General Classification
Code Code Available AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification Nov 7, 2016 Classification General Classification
Code Code Available \#WhoAmI in 160 Characters? Classifying Social Identities Based on Twitter Profile Descriptions Nov 1, 2016 Text Classification
— Unverified 