Embedded Semantic Lexicon Induction with Joint Global and Local Optimization Aug 1, 2017 Clustering Question Answering
— Unverified Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions Aug 1, 2017 Clustering Semantic Parsing
— Unverified XJSA at SemEval-2017 Task 4: A Deep System for Sentiment Classification in Twitter Aug 1, 2017 General Classification Semantic Parsing
— Unverified Macro Grammars and Holistic Triggering for Efficient Semantic Parsing Jul 25, 2017 Semantic Parsing Sentence
Code Code Available 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds Jul 21, 2017 Classification Deep Reinforcement Learning
— Unverified Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Jul 14, 2017 Question Answering Semantic Parsing
Code Code Available Towards Zero-Shot Frame Semantic Parsing for Domain Scaling Jul 7, 2017 Semantic Parsing slot-filling
Code Code Available Domain Specific Automatic Question Generation from Text Jul 1, 2017 Dependency Parsing Question Generation
— Unverified WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation Jul 1, 2017 Knowledge Distillation Semantic Parsing
— Unverified NLP for Precision Medicine Jul 1, 2017 Decision Making Entity Linking
— Unverified Fast Forward Through Opportunistic Incremental Meaning Representation Construction Jul 1, 2017 Decision Making Dialogue Understanding
— Unverified An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge Jul 1, 2017 Information Retrieval Question Answering
— Unverified Search-based Neural Structured Learning for Sequential Question Answering Jul 1, 2017 Question Answering Semantic Parsing
— Unverified Neural Architectures for Multilingual Semantic Parsing Jul 1, 2017 Decoder Machine Translation
— Unverified Semantic Parsing of Pre-university Math Problems Jul 1, 2017 Math Semantic Parsing
— Unverified Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing Jul 1, 2017 Dependency Parsing Semantic Parsing
Code Code Available Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold Jun 29, 2017 Semantic Parsing
Code Code Available Transfer Learning for Neural Semantic Parsing Jun 14, 2017 Semantic Parsing Transfer Learning
— Unverified Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing Jun 11, 2017 Dependency Parsing Semantic Parsing
Code Code Available Function Assistant: A Tool for NL Querying of APIs Jun 1, 2017 Natural Language Queries Semantic Parsing
Code Code Available Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations May 28, 2017 AMR Parsing Semantic Parsing
Code Code Available Learning Semantic Correspondences in Technical Documentation May 13, 2017 Semantic Parsing
— Unverified Logical Parsing from Natural Language Based on a Neural Translation Model May 9, 2017 Question Answering Semantic Parsing
— Unverified Learning Structured Natural Language Representations for Semantic Parsing Apr 27, 2017 Semantic Parsing
— Unverified Abstract Syntax Networks for Code Generation and Semantic Parsing Apr 25, 2017 Code Generation Decoder
Code Code Available From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Apr 25, 2017 reinforcement-learning Reinforcement Learning
Code Code Available Cross-domain Semantic Parsing via Paraphrasing Apr 20, 2017 Diversity Domain Adaptation
Code Code Available Generative Face Completion Apr 19, 2017 Facial Inpainting Semantic Parsing
Code Code Available The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing Apr 7, 2017 Data Augmentation POS
— Unverified A Syntactic Neural Model for General-Purpose Code Generation Apr 6, 2017 Code Generation Semantic Parsing
Code Code Available A Transition-Based Directed Acyclic Graph Parser for UCCA Apr 3, 2017 Semantic Parsing UCCA Parsing
Code Code Available Integer Linear Programming formulations in Natural Language Processing Apr 1, 2017 Dependency Parsing Natural Language Inference
— Unverified Imitation learning for structured prediction in natural language processing Apr 1, 2017 coreference-resolution Coreference Resolution
— Unverified The SUMMA Platform Prototype Apr 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Extensible Framework for Verification of Numerical Claims Apr 1, 2017 Fact Checking Rumour Detection
— Unverified COVER: Covering the Semantically Tractable Questions Apr 1, 2017 Automated Theorem Proving Semantic Parsing
— Unverified Alto: Rapid Prototyping for Parsing and Translation Apr 1, 2017 Machine Translation Semantic Parsing
— Unverified Paraphrasing Revisited with Neural Machine Translation Apr 1, 2017 Machine Translation Question Answering
— Unverified Integrated Learning of Dialog Strategies and Semantic Parsing Apr 1, 2017 BIG-bench Machine Learning Management
— Unverified MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models Apr 1, 2017 Machine Translation Open Information Extraction
— Unverified Universal Semantic Parsing Feb 10, 2017 Question Answering Semantic Parsing
Code Code Available Neural Semantic Parsing over Multiple Knowledge-bases Feb 6, 2017 Form Semantic Parsing
Code Code Available A constrained graph algebra for semantic parsing with AMRs Jan 1, 2017 Semantic Parsing
— Unverified Annotating and parsing to semantic frames: feedback from the French FrameNet project Jan 1, 2017 Semantic Parsing
— Unverified Project Notes on building a conversational parser on top of a text parser: Towards a causal language tagger for spoken Chinese Jan 1, 2017 Semantic Parsing
— Unverified Indexicals and Compositionality: Inside-Out or Outside-In? Jan 1, 2017 Semantic Parsing
— Unverified Automatically Tagging Constructions of Causation and Their Slot-Fillers Jan 1, 2017 Semantic Parsing
— Unverified Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Short Version) Dec 4, 2016 Feature Engineering Natural Language Understanding
— Unverified PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation Dec 2, 2016 3D Face Reconstruction 3D Semantic Segmentation
Code Code Available Knowledge-Driven Event Embedding for Stock Prediction Dec 1, 2016 Information Retrieval Open Information Extraction
— Unverified 