Sentence Similarity Learning by Lexical Decomposition and Composition Feb 23, 2016 Paraphrase Identification Question Answering
Code Code Available Contextual LSTM (CLSTM) models for Large scale NLP tasks Feb 19, 2016 Articles Paraphrase Generation
— Unverified A Comprehensive Comparative Study of Word and Sentence Similarity Measures Feb 17, 2016 Information Retrieval Question Answering
— Unverified Question Answering on Linked Data: Challenges and Future Directions Feb 16, 2016 Question Answering
— Unverified Attention-Based Convolutional Neural Network for Machine Comprehension Feb 13, 2016 Feature Engineering Natural Language Inference
— Unverified Science Question Answering using Instructional Materials Feb 13, 2016 Question Answering Science Question Answering
— Unverified TabMCQ: A Dataset of General Knowledge Tables and Multiple-choice Questions Feb 12, 2016 General Knowledge Multiple-choice
— Unverified Attentive Pooling Networks Feb 11, 2016 Answer Selection Question Answering
Code Code Available End-to-End Goal-Driven Web Navigation Feb 6, 2016 Decision Making Question Answering
Code Code Available Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing Jan 22, 2016 Open-Domain Question Answering Paraphrase Generation
— Unverified Basic Reasoning with Tensor Product Representations Jan 12, 2016 Question Answering
— Unverified Learning to Compose Neural Networks for Question Answering Jan 7, 2016 Question Answering reinforcement-learning
Code Code Available A picture is worth a thousand words: Using OpenClipArt library for enriching IndoWordNet Jan 1, 2016 Information Retrieval Machine Translation
— Unverified Arabic WordNet: New Content and New Applications Jan 1, 2016 Question Answering
— Unverified Improving Question Classification by Feature Extraction and Selection Jan 1, 2016 Classification feature selection
— Unverified Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations Jan 1, 2016 Clustering Information Retrieval
Code Code Available Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources Jan 1, 2016 General Classification Machine Translation
— Unverified Learning to Make Inferences in a Semantic Parsing Task Jan 1, 2016 Machine Translation Natural Language Inference
— Unverified A Bayesian Model of Diachronic Meaning Change Jan 1, 2016 Change Detection General Classification
— Unverified A Joint Model for Answer Sentence Ranking and Answer Extraction Jan 1, 2016 Information Retrieval Question Answering
— Unverified Transforming Dependency Structures to Logical Forms for Semantic Parsing Jan 1, 2016 Question Answering Semantic Parsing
Code Code Available Utilizing Temporal Information for Taxonomy Construction Jan 1, 2016 Question Answering Time Series
— Unverified Backward and Forward Language Modeling for Constrained Sentence Generation Dec 21, 2015 Language Modeling Language Modelling
— Unverified A Method of Passage-Based Document Retrieval in Question Answering System Dec 17, 2015 Question Answering Retrieval
— Unverified Semi-supervised Question Retrieval with Gated Convolutions Dec 17, 2015 Decoder Question Answering
Code Code Available Neural Self Talk: Image Understanding via Continuous Questioning and Answering Dec 10, 2015 Question Answering Question Generation
— Unverified MovieQA: Understanding Stories in Movies through Question-Answering Dec 9, 2015 Diversity Question Answering
Code Code Available A Restricted Visual Turing Test for Deep Scene and Event Understanding Dec 6, 2015 Question Answering Video Captioning
— Unverified Neural Generative Question Answering Dec 4, 2015 Decoder Generative Question Answering
Code Code Available Let Sense Bags Do Talking: Cross Lingual Word Semantic Similarity for English and Hindi Dec 1, 2015 Image Retrieval Information Retrieval
— Unverified Dialogue Act Recognition for Text-based Sinhala Dec 1, 2015 Meeting Summarization Question Answering
— Unverified Dependency Extraction for Knowledge-based Domain Classification Dec 1, 2015 Classification domain classification
— Unverified A temporal expression recognition system for medical documents by Dec 1, 2015 Named Entity Recognition (NER) Question Answering
— Unverified Visual Madlibs: Fill in the Blank Description Generation and Question Answering Dec 1, 2015 Multiple-choice Question Answering
— Unverified Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Dec 1, 2015 Question Answering Sentence
— Unverified A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations Nov 26, 2015 Information Retrieval Question Answering
Code Code Available Where To Look: Focus Regions for Visual Question Answering Nov 23, 2015 Question Answering Visual Question Answering
— Unverified Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources Nov 22, 2015 Form General Knowledge
— Unverified Adding Gradient Noise Improves Learning for Very Deep Networks Nov 21, 2015 Question Answering
Code Code Available Dynamic Adaptive Network Intelligence Nov 19, 2015 Question Answering Weakly-supervised Learning
— Unverified Skip-Thought Memory Networks Nov 19, 2015 Question Answering Sentence
— Unverified Reasoning in Vector Space: An Exploratory Study of Question Answering Nov 19, 2015 Common Sense Reasoning Logical Reasoning
— Unverified Neural Variational Inference for Text Processing Nov 19, 2015 Answer Selection Question Answering
Code Code Available Compositional Memory for Visual Question Answering Nov 18, 2015 Question Answering Visual Question Answering
— Unverified Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Nov 18, 2015 Image Retrieval with Multi-Modal Query Parameter Prediction
Code Code Available ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering Nov 18, 2015 Question Answering Visual Question Answering
— Unverified Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering Nov 17, 2015 Image Captioning Question Answering
Code Code Available Yin and Yang: Balancing and Answering Binary Visual Questions Nov 16, 2015 Question Answering Visual Question Answering
— Unverified Neural Programmer: Inducing Latent Programs with Gradient Descent Nov 16, 2015 Question Answering speech-recognition
— Unverified Uncovering Temporal Context for Video Question and Answering Nov 15, 2015 Decoder Multiple-choice
— Unverified 