Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents Sep 1, 2015 Machine Translation Spoken Language Understanding
— Unverified Statistical Machine Translation with Automatic Identification of Translationese Sep 1, 2015 Language Modelling Machine Translation
— Unverified Exploring Word Embedding for Drug Name Recognition Sep 1, 2015 Named Entity Recognition (NER) Relation Extraction
— Unverified Norwegian Native Language Identification Sep 1, 2015 Language Acquisition Language Identification
— Unverified Component-Enhanced Chinese Character Embeddings Aug 26, 2015 General Classification text-classification
— Unverified Automatic classification of bengali sentences based on sense definitions present in bengali wordnet Aug 6, 2015 Classification General Classification
— Unverified Tag-Weighted Topic Model For Large-scale Semi-Structured Documents Jul 30, 2015 Distributed Computing TAG
— Unverified Recipe recognition with large multimodal food dataset Jul 3, 2015 Image Classification Text Classification
Code Code Available Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser Jul 1, 2015 Dependency Parsing Machine Translation
— Unverified Finding Opinion Manipulation Trolls in News Community Forums Jul 1, 2015 Keyword Spotting Sentiment Analysis
— Unverified Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance Jul 1, 2015 Emotion Classification Text Categorization
— Unverified Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA Jul 1, 2015 Text Classification
— Unverified Text Categorization as a Graph Classification Problem Jul 1, 2015 Classification General Classification
— Unverified Feature Selection for Short Text Classification using Wavelet Packet Transform Jul 1, 2015 Classification Dimensionality Reduction
— Unverified A Computationally Efficient Algorithm for Learning Topical Collocation Models Jul 1, 2015 Document Classification Information Retrieval
— Unverified Deep Unordered Composition Rivals Syntactic Methods for Text Classification Jul 1, 2015 Classification General Classification
Code Code Available Demographic Factors Improve Classification Performance Jul 1, 2015 Classification Domain Adaptation
— Unverified Lexical Characteristics Analysis of Chinese Clinical Documents Jul 1, 2015 Information Retrieval Lexical Analysis
— Unverified Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment Jul 1, 2015 Text Classification
— Unverified Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data Jul 1, 2015 Cross-Lingual Transfer Dependency Parsing
— Unverified An Iterative Similarity based Adaptation Technique for Cross-domain Text Classification Jul 1, 2015 Cross-Domain Text Classification Domain Adaptation
— Unverified Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures Jul 1, 2015 Image Classification Text Classification
— Unverified Automatic Identification of Age-Appropriate Ratings of Song Lyrics Jul 1, 2015 Common Sense Reasoning Text Classification
— Unverified Ask Me Anything: Dynamic Memory Networks for Natural Language Processing Jun 24, 2015 General Classification Part-Of-Speech Tagging
Code Code Available Learning with Clustering Structure Jun 16, 2015 Clustering text-classification
— Unverified Swiss-Chocolate: Combining Flipout Regularization and Random Forests with Artificially Built Subsystems to Boost Text-Classification for Sentiment Jun 1, 2015 General Classification Sentiment Analysis
— Unverified UCD : Diachronic Text Classification with Character, Word, and Syntactic N-grams Jun 1, 2015 General Classification text-classification
— Unverified AMBRA: A Ranking Approach to Temporal Text Classification Jun 1, 2015 Classification General Classification
— Unverified Speeding Document Annotation with Topic Models Jun 1, 2015 Document Classification General Classification
— Unverified Distributional Representations of Words for Short Text Classification Jun 1, 2015 Classification General Classification
— Unverified Motion Part Regularization: Improving Action Recognition via Trajectory Selection Jun 1, 2015 Action Recognition Sentence
— Unverified Webis: An Ensemble for Twitter Sentiment Detection Jun 1, 2015 Sentiment Analysis Text Classification
— Unverified Making Sense of Hidden Layer Information in Deep Networks by Learning Hierarchical Targets May 3, 2015 General Classification text-classification
— Unverified Active Learning with Rationales for Text Classification May 1, 2015 Active Learning Classification
— Unverified Word Embedding-based Antonym Detection using Thesauri and Distributional Information May 1, 2015 Dependency Parsing Learning Word Embeddings
— Unverified Early Gains Matter: A Case for Preferring Generative over Discriminative Crowdsourcing Models May 1, 2015 text-classification Text Classification
— Unverified Cross-lingual Text Classification Using Topic-Dependent Word Probabilities May 1, 2015 Articles Classification
— Unverified Egyptian Dialect Stopword List Generation from Social Network Data Apr 13, 2015 feature selection General Classification
— Unverified Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding Apr 6, 2015 Classification General Classification
— Unverified Discriminative Neural Sentence Modeling by Tree-Based Convolution Apr 5, 2015 General Classification Sentence
— Unverified LSHTC: A Benchmark for Large-Scale Text Classification Mar 30, 2015 Classification General Classification
— Unverified Robustly Leveraging Prior Knowledge in Text Classification Mar 3, 2015 Classification General Classification
— Unverified Utility-Theoretic Ranking for Semi-Automated Text Classification Mar 2, 2015 Classification General Classification
— Unverified Rational Kernels for Arabic Stemming and Text Classification Feb 26, 2015 Classification General Classification
— Unverified Recurrent Convolutional Neural Networks for Text Classification Jan 1, 2015 Classification Emotion Recognition in Conversation
Code Code Available Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights Dec 1, 2014 Binary text classification text-classification
Code Code Available Machine-guided Solution to Mathematical Word Problems Dec 1, 2014 Feature Engineering Reading Comprehension
— Unverified Latent Support Measure Machines for Bag-of-Words Data Classification Dec 1, 2014 Classification General Classification
— Unverified The Effect of Temporal-based Term Selection for Text Classification Nov 1, 2014 Classification General Classification
— Unverified Finnish Native Language Identification Nov 1, 2014 Language Acquisition Language Identification
— Unverified 