Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension Sep 1, 2017 Natural Language Understanding Reading Comprehension
— Unverified Classification of telicity using cross-linguistic annotation projection Sep 1, 2017 Classification General Classification
Code Code Available Translating Phrases in Neural Machine Translation Aug 7, 2017 Decoder Machine Translation
— Unverified Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference Aug 4, 2017 Natural Language Inference Natural Language Understanding
Code Code Available Evaluating Natural Language Understanding Services for Conversational Question Answering Systems Aug 1, 2017 Chatbot Conversational Question Answering
Code Code Available A Joint Model for Semantic Sequences: Frames, Entities, Sentiments Aug 1, 2017 Cloze Test Discourse Parsing
— Unverified Implicit Entity Linking in Tweets Jul 26, 2017 Entity Linking Natural Language Understanding
— Unverified A Tale of Two DRAGGNs: A Hybrid Approach for Interpreting Action-Oriented and Goal-Oriented Instructions Jul 26, 2017 Natural Language Understanding
Code Code Available Predicting Causes of Reformulation in Intelligent Assistants Jul 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability Jul 1, 2017 Coreference Resolution Machine Reading Comprehension
— Unverified Attention Is All You Need Jun 12, 2017 Abstractive Text Summarization All
Code Code Available Dynamic Integration of Background Knowledge in Neural NLU Systems Jun 8, 2017 Common Sense Reasoning Natural Language Inference
— Unverified Text Summarization using Abstract Meaning Representation Jun 6, 2017 Abstract Meaning Representation Natural Language Understanding
Code Code Available CASSANDRA: A multipurpose configurable voice-enabled human-computer-interface Apr 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Integrated Learning of Dialog Strategies and Semantic Parsing Apr 1, 2017 BIG-bench Machine Learning Management
— Unverified Neural Models for Sequence Chunking Jan 15, 2017 Chunking Natural Language Understanding
Code Code Available Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Short Version) Dec 4, 2016 Feature Engineering Natural Language Understanding
— Unverified Unit Dependency Graph and its Application to Arithmetic Word Problem Solving Dec 3, 2016 Math Natural Language Understanding
— Unverified End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager Dec 3, 2016 Natural Language Understanding
Code Code Available Dialog-based Language Learning Dec 1, 2016 Machine Translation Natural Language Understanding
— Unverified Neural Architecture Search with Reinforcement Learning Nov 5, 2016 Image Classification Language Modeling
Code Code Available Learning Recurrent Span Representations for Extractive Question Answering Nov 4, 2016 Answer Selection Extractive Question-Answering
Code Code Available Tutorial on Answering Questions about Images with Deep Learning Oct 4, 2016 Deep Learning Natural Language Understanding
Code Code Available Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks Sep 12, 2016 Natural Language Understanding
— Unverified Modality: logic, semantics, annotation and machine learning Sep 1, 2016 BIG-bench Machine Learning Information Retrieval
— Unverified 