Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Short Version) Dec 4, 2016 Feature Engineering Natural Language Understanding
— Unverified QAF: Frame Semantics-based Question Interpretation Dec 1, 2016 Knowledge Base Question Answering Question Answering
— Unverified From Entity Linking to Question Answering -- Recent Progress on Semantic Grounding Tasks Dec 1, 2016 document understanding Entity Linking
— Unverified Multilingual Supervision of Semantic Annotation Dec 1, 2016 Question Answering Relation Extraction
— Unverified Multilingual Information Extraction with PolyglotIE Dec 1, 2016 Semantic Parsing
— Unverified Hybrid Question Answering over Knowledge Base and Free Text Dec 1, 2016 Information Retrieval Question Answering
— Unverified Splitting compounds with ngrams Dec 1, 2016 Language Modeling Language Modelling
— Unverified Knowledge-Driven Event Embedding for Stock Prediction Dec 1, 2016 Information Retrieval Open Information Extraction
— Unverified Deeper syntax for better semantic parsing Dec 1, 2016 Semantic Parsing Semantic Role Labeling
— Unverified Evaluation Strategies for Computational Construction Grammars Dec 1, 2016 Semantic Parsing
— Unverified Improving word alignment for low resource languages using English monolingual SRL Dec 1, 2016 Machine Translation Memorization
— Unverified Cross-lingual Learning of an Open-domain Semantic Parser Dec 1, 2016 Semantic Parsing
— Unverified Semantic Parsing of Mathematics by Context-based Learning from Aligned Corpora and Theorem Proving Nov 29, 2016 Automated Theorem Proving Semantic Parsing
— Unverified Answering Complicated Question Intents Expressed in Decomposed Question Sequences Nov 4, 2016 Question Answering Semantic Parsing
— Unverified Equation Parsing : Mapping Sentences to Grounded Equations Nov 1, 2016 Semantic Parsing
— Unverified Building compositional semantics and higher-order inference system for a wide-coverage Japanese CCG parser Nov 1, 2016 Dependency Parsing Natural Language Inference
— Unverified Towards Broad-coverage Meaning Representation: The Case of Comparison Structures Nov 1, 2016 Question Answering Reading Comprehension
— Unverified A Neural Model for Language Identification in Code-Switched Tweets Nov 1, 2016 Language Identification Language Modeling
— Unverified Improving Semantic Parsing via Answer Type Inference Nov 1, 2016 Knowledge Base Population Question Answering
— Unverified Neural Shift-Reduce CCG Semantic Parsing Nov 1, 2016 AMR Parsing Decision Making
— Unverified Computational linking theory Oct 8, 2016 Semantic Parsing Semantic Role Labeling
— Unverified Semantic Parsing with Semi-Supervised Sequential Autoencoders Sep 29, 2016 Semantic Parsing
— Unverified Evaluating Induced CCG Parsers on Grounded Semantic Parsing Sep 29, 2016 Semantic Parsing slot-filling
Code Code Available Semantic Tagging with Deep Residual Networks Sep 22, 2016 Part-Of-Speech Tagging POS
Code Code Available The aNALoGuE Challenge: Non Aligned Language GEneration Sep 1, 2016 Machine Translation Semantic Parsing
— Unverified Crowd-sourcing NLG Data: Pictures Elicit Better Data. Sep 1, 2016 Semantic Parsing Spoken Dialogue Systems
— Unverified Detailed Garment Recovery from a Single-View Image Aug 3, 2016 parameter estimation Semantic Parsing
— Unverified Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling Aug 1, 2016 Dimensionality Reduction Event Extraction
— Unverified Unanimous Prediction for 100\% Precision with Application to Learning Semantic Mappings Aug 1, 2016 Question Answering Semantic Parsing
— Unverified The Value of Semantic Parse Labeling for Knowledge Base Question Answering Aug 1, 2016 Knowledge Base Question Answering Question Answering
— Unverified Improved Semantic Parsers For If-Then Statements Aug 1, 2016 Feature Engineering Image Captioning
— Unverified How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation Aug 1, 2016 Community Question Answering Math
— Unverified Efficient techniques for parsing with tree automata Aug 1, 2016 Machine Translation Semantic Parsing
— Unverified A Corpus of Preposition Supersenses Aug 1, 2016 Machine Translation Semantic Parsing
— Unverified ccg2lambda: A Compositional Semantics System Aug 1, 2016 Natural Language Inference Semantic Parsing
— Unverified Learning to Jointly Predict Ellipsis and Comparison Structures Aug 1, 2016 Question Answering Reading Comprehension
— Unverified Sequence-based Structured Prediction for Semantic Parsing Aug 1, 2016 Machine Translation Prediction
— Unverified Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time Aug 1, 2016 Lemmatization Machine Translation
— Unverified Interactively Learning Visually Grounded Word Meanings from a Human Tutor Aug 1, 2016 Semantic Parsing
— Unverified Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge Jul 12, 2016 Question Answering Semantic Parsing
Code Code Available Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Jun 29, 2016 Semantic Parsing
Code Code Available Semantic Parsing to Probabilistic Programs for Situated Question Answering Jun 22, 2016 Question Answering Semantic Parsing
— Unverified The Role of CNL and AMR in Scalable Abstractive Summarization for Multilingual Media Monitoring Jun 20, 2016 Abstractive Text Summarization Position
— Unverified A Probabilistic Generative Grammar for Semantic Parsing Jun 20, 2016 Natural Language Understanding Semantic Parsing
Code Code Available Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings Jun 20, 2016 Semantic Parsing
Code Code Available Simpler Context-Dependent Logical Forms via Model Projections Jun 16, 2016 model Semantic Parsing
Code Code Available Data Recombination for Neural Semantic Parsing Jun 11, 2016 Semantic Parsing
Code Code Available Learning Language Games through Interaction Jun 8, 2016 Semantic Parsing
Code Code Available Paraphrase for Open Question Answering: New Dataset and Methods Jun 1, 2016 Open-Ended Question Answering Open Information Extraction
— Unverified Neural Enquirer: Learning to Query Tables in Natural Language Jun 1, 2016 Learning to Execute Question Answering
— Unverified 