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 FastText.zip: Compressing text classification models Dec 12, 2016 General Classification Quantization
Code Code Available Pairwise FastText Classifier for Entity Disambiguation Dec 1, 2016 Entity Disambiguation General Classification
— Unverified Learning cascaded latent variable models for biomedical text classification Dec 1, 2016 Classification General Classification
— Unverified The Role of Features and Context on Suicide Ideation Detection Dec 1, 2016 Text Classification
— Unverified Supervised Word Mover's Distance Dec 1, 2016 Document Classification General Classification
Code Code Available Translationese: Between Human and Machine Translation Dec 1, 2016 Language Identification Machine Translation
— Unverified High Accuracy Rule-based Question Classification using Question Syntax and Semantics Dec 1, 2016 BIG-bench Machine Learning Classification
— Unverified Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant Dec 1, 2016 General Classification Product Categorization
— Unverified TextImager: a Distributed UIMA-based System for NLP Dec 1, 2016 Sentiment Analysis Text Classification
— Unverified Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings Dec 1, 2016 Classification Feature Engineering
— Unverified On the Impact of Seed Words on Sentiment Polarity Lexicon Induction Dec 1, 2016 Sentiment Analysis Text Classification
Code Code Available Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification Dec 1, 2016 General Classification text-classification
Code Code Available 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 Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network Dec 1, 2016 Automatic Speech Recognition (ASR) Dialogue Act Classification
— Unverified Hashtag Recommendation with Topical Attention-Based LSTM Dec 1, 2016 Collaborative Filtering Feature Engineering
— Unverified UTCNN: a Deep Learning Model of Stance Classification on Social Media Text Dec 1, 2016 Document Classification General Classification
— Unverified Data, tools and resources for mining social media drug chatter Dec 1, 2016 Epidemiology General Classification
— Unverified Language and Dialect Discrimination Using Compression-Inspired Language Models Dec 1, 2016 Authorship Attribution Dialect Identification
— Unverified Acquisition of semantic relations between terms: how far can we get with standard NLP tools? Dec 1, 2016 Coreference Resolution Lemmatization
— Unverified Recurrent Neural Network with Word Embedding for Complaint Classification Dec 1, 2016 Classification General Classification
— Unverified Sentence Based Discourse Classification for Hindi Story Text-to-Speech (TTS) System Dec 1, 2016 General Classification Sentence
— Unverified Cancer Hallmark Text Classification Using Convolutional Neural Networks Dec 1, 2016 Classification General Classification
— Unverified A New Feature Selection Technique Combined with ELM Feature Space for Text Classification Dec 1, 2016 feature selection General Classification
— Unverified Learning Non-Linear Functions for Text Classification Dec 1, 2016 Classification General Classification
— 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 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 Bag of What? Simple Noun Phrase Extraction for Text Analysis Nov 1, 2016 Text Classification
— Unverified \#WhoAmI in 160 Characters? Classifying Social Identities Based on Twitter Profile Descriptions Nov 1, 2016 Text Classification
— Unverified A Graph Degeneracy-based Approach to Keyword Extraction Nov 1, 2016 Document Classification Information Retrieval
Code Code Available Regularizing Text Categorization with Clusters of Words Nov 1, 2016 Language Modeling Language Modelling
— Unverified Weakly Supervised Tweet Stance Classification by Relational Bootstrapping Nov 1, 2016 Classification General Classification
— Unverified Recurrent Residual Learning for Sequence Classification Nov 1, 2016 Classification General Classification
— Unverified Emotion Distribution Learning from Texts Nov 1, 2016 Emotion Classification Emotion Recognition
— Unverified Attention-based LSTM Network for Cross-Lingual Sentiment Classification Nov 1, 2016 Classification Cross-Lingual Sentiment Classification
— Unverified 