Multi-Level Policy and Reward Reinforcement Learning for Image Captioning Jun 15, 2018 Image Captioning Natural Language Understanding
— Unverified A Simple Method for Commonsense Reasoning Jun 7, 2018 Common Sense Reasoning Coreference Resolution
Code Code Available Building Advanced Dialogue Managers for Goal-Oriented Dialogue Systems Jun 3, 2018 Deep Reinforcement Learning Goal-Oriented Dialogue Systems
— Unverified On the Importance of Attention in Meta-Learning for Few-Shot Text Classification Jun 3, 2018 Classification Few-Shot Text Classification
— Unverified Stress Test Evaluation for Natural Language Inference Jun 2, 2018 Natural Language Inference Natural Language Understanding
Code Code Available Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World Jun 1, 2018 Natural Language Understanding Sentence
— Unverified Bag of Experts Architectures for Model Reuse in Conversational Language Understanding Jun 1, 2018 Domain Adaptation Natural Language Understanding
— Unverified Leveraging Syntactic Constructions for Metaphor Identification Jun 1, 2018 Natural Language Understanding
— Unverified Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System May 23, 2018 Machine Translation Natural Language Understanding
— Unverified Aff2Vec: Affect--Enriched Distributional Word Representations May 21, 2018 Natural Language Understanding Sentiment Analysis
— Unverified A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks May 16, 2018 Dialogue Act Classification General Classification
Code Code Available Comprehensive Supersense Disambiguation of English Prepositions and Possessives May 13, 2018 Natural Language Understanding
Code Code Available Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents May 3, 2018 Natural Language Understanding Transfer Learning
— Unverified Building a Corpus for Personality-dependent Natural Language Understanding and Generation May 1, 2018 Natural Language Understanding Text Generation
— Unverified Dropping Networks for Transfer Learning Apr 23, 2018 Few-Shot Learning Natural Language Inference
— Unverified A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding Apr 22, 2018 domain classification General Classification
— Unverified Efficient Large-Scale Domain Classification with Personalized Attention Apr 22, 2018 Classification domain classification
— Unverified Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural Networks Apr 20, 2018 Classification Dialog Act Classification
Code Code Available Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity Apr 20, 2018 Natural Language Understanding Semantic Similarity
— Unverified Sentences with Gapping: Parsing and Reconstructing Elided Predicates Apr 18, 2018 Natural Language Understanding Relation
Code Code Available Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM Apr 1, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified A Language for Function Signature Representations Mar 31, 2018 Natural Language Understanding Question Answering
Code Code Available Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant Mar 30, 2018 Multi-Task Learning Natural Language Understanding
Code Code Available Empirical Analysis of Foundational Distinctions in Linked Open Data Mar 26, 2018 Common Sense Reasoning Natural Language Understanding
Code Code Available Pay More Attention - Neural Architectures for Question-Answering Mar 25, 2018 Natural Language Understanding Question Answering
— Unverified MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge Mar 14, 2018 Natural Language Understanding Reading Comprehension
— Unverified A Non-Technical Survey on Deep Convolutional Neural Network Architectures Mar 6, 2018 image-classification Image Classification
— Unverified Towards end-to-end spoken language understanding Feb 23, 2018 Natural Language Understanding Spoken Language Understanding
Code Code Available Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings Feb 2, 2018 Active Learning Chatbot
— Unverified Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning Feb 1, 2018 Chatbot Deep Reinforcement Learning
— Unverified Image Captioning at Will: A Versatile Scheme for Effectively Injecting Sentiments into Image Descriptions Jan 30, 2018 Image Captioning Natural Language Understanding
— Unverified Conversational AI: The Science Behind the Alexa Prize Jan 11, 2018 Management Natural Language Understanding
— Unverified Slugbot: An Application of a Novel and Scalable Open Domain Socialbot Framework Jan 4, 2018 Dialogue Management Information Retrieval
— Unverified A Goal-oriented Neural Conversation Model by Self-Play Jan 1, 2018 Language Modeling Language Modelling
— Unverified Learning Robust Dialog Policies in Noisy Environments Dec 11, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Semantic Role Labeling with Self-Attention Dec 5, 2017 GPU Natural Language Understanding
Code Code Available Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging Nov 29, 2017 Natural Language Understanding
— Unverified ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations Nov 15, 2017 Machine Translation Natural Language Understanding
— Unverified Investigating Inner Properties of Multimodal Representation and Semantic Compositionality with Brain-based Componential Semantics Nov 15, 2017 Learning Semantic Representations Natural Language Understanding
— Unverified Hi, how can I help you?: Automating enterprise IT support help desks Nov 2, 2017 Management Natural Language Understanding
— Unverified Improving Black-box Speech Recognition using Semantic Parsing Nov 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks Nov 1, 2017 Automatic Speech Recognition (ASR) Natural Language Understanding
— Unverified DisSent: Sentence Representation Learning from Explicit Discourse Relations Oct 12, 2017 Dependency Parsing Natural Language Understanding
Code Code Available Learning of Colors from Color Names: Distribution and Point Estimation Sep 27, 2017 Natural Language Understanding Word Embeddings
Code Code Available Fooling Vision and Language Models Despite Localization and Attention Mechanism Sep 25, 2017 Dense Captioning Natural Language Understanding
— Unverified Neural Networks for Text Correction and Completion in Keyboard Decoding Sep 19, 2017 Decoder Language Modeling
— Unverified Using NLU in Context for Question Answering: Improving on Facebook's bAbI Tasks Sep 13, 2017 Natural Language Understanding Question Answering
— Unverified Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection Sep 2, 2017 Natural Language Understanding
— Unverified KnowYourNyms? A Game of Semantic Relationships Sep 1, 2017 Natural Language Understanding Relation
— Unverified Classification of telicity using cross-linguistic annotation projection Sep 1, 2017 Classification General Classification
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