Semantic Structure Analysis of Noun Phrases using Abstract Meaning Representation Jul 1, 2015 Abstract Meaning Representation AMR Parsing
— Unverified Transition-based Dependency DAG Parsing Using Dynamic Oracles Jul 1, 2015 Dependency Parsing Feature Engineering
— Unverified Structural Representations for Learning Relations between Pairs of Texts Jul 1, 2015 Feature Engineering Natural Language Inference
— Unverified Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base Jul 1, 2015 Entity Linking Graph Generation
Code Code Available Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases Jul 1, 2015 Question Answering Sentiment Analysis
— Unverified Scalable Semantic Parsing with Partial Ontologies Jul 1, 2015 Question Answering Semantic Parsing
— Unverified Knowledge Portability with Semantic Expansion of Ontology Labels Jul 1, 2015 Information Retrieval Machine Translation
— Unverified Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach Jul 1, 2015 Entity Extraction using GAN Machine Translation
— Unverified MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity Jul 1, 2015 Machine Translation Paraphrase Identification
— Unverified Orthogonality of Syntax and Semantics within Distributional Spaces Jul 1, 2015 Machine Translation Question Answering
— Unverified On metric embedding for boosting semantic similarity computations Jul 1, 2015 Information Retrieval Open-Domain Question Answering
— Unverified A Strategic Reasoning Model for Generating Alternative Answers Jul 1, 2015 Answer Selection model
— Unverified Leveraging Linguistic Structure For Open Domain Information Extraction Jul 1, 2015 Information Retrieval Open Information Extraction
— Unverified A Data-Driven, Factorization Parser for CCG Dependency Structures Jul 1, 2015 Dependency Parsing Question Answering
— Unverified Question Answering over Freebase with Multi-Column Convolutional Neural Networks Jul 1, 2015 Multi-Task Learning Question Answering
— Unverified Content Models for Survey Generation: A Factoid-Based Evaluation Jul 1, 2015 Dependency Parsing Information Retrieval
— Unverified Discourse-sensitive Automatic Identification of Generic Expressions Jul 1, 2015 Natural Language Inference Question Answering
— Unverified Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies Jul 1, 2015 Coreference Resolution Named Entity Recognition (NER)
— Unverified Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations Jul 1, 2015 Information Retrieval Named Entity Recognition (NER)
— Unverified A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets Jul 1, 2015 Information Retrieval Machine Translation
— Unverified Machine Comprehension with Discourse Relations Jul 1, 2015 Question Answering Reading Comprehension
— Unverified Learning Answer-Entailing Structures for Machine Comprehension Jul 1, 2015 Multi-Task Learning Question Answering
— Unverified Feature Optimization for Constituent Parsing via Neural Networks Jul 1, 2015 Dependency Parsing Feature Engineering
— Unverified Embedding Methods for Fine Grained Entity Type Classification Jul 1, 2015 Classification Coreference Resolution
— Unverified Deep Unordered Composition Rivals Syntactic Methods for Text Classification Jul 1, 2015 Classification General Classification
Code Code Available Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling Jul 1, 2015 Question Answering Semantic Role Labeling
— Unverified Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering Jul 1, 2015 Community Question Answering Question Answering
— Unverified Knowledge Graph Embedding via Dynamic Mapping Matrix Jul 1, 2015 Graph Embedding Knowledge Graph Completion
Code Code Available Occam's Gates Jun 27, 2015 General Classification Question Answering
— Unverified Ask Me Anything: Dynamic Memory Networks for Natural Language Processing Jun 24, 2015 General Classification Part-Of-Speech Tagging
Code Code Available Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering Jun 22, 2015 Answer Selection Community Question Answering
— Unverified The WDAqua ITN: Answering Questions using Web Data Jun 10, 2015 Question Answering
— Unverified Leveraging Textual Features for Best Answer Prediction in Community-based Question Answering Jun 9, 2015 Question Answering
— Unverified Large-scale Simple Question Answering with Memory Networks Jun 5, 2015 Question Answering Transfer Learning
Code Code Available What value do explicit high level concepts have in vision to language problems? Jun 3, 2015 Image Captioning Question Answering
Code Code Available Semantic Annotation of Japanese Functional Expressions and its Impact on Factuality Analysis Jun 1, 2015 Chunking Machine Translation
— Unverified Identifying Various Kinds of Event Mentions in K-Parser Output Jun 1, 2015 Machine Translation Question Answering
— Unverified Annotating genericity: a survey, a scheme, and a corpus Jun 1, 2015 Knowledge Base Population Question Answering
— Unverified Named Entity Recognition for Arabic Social Media Jun 1, 2015 Information Retrieval named-entity-recognition
— Unverified Interpreting Questions with a Log-Linear Ranking Model in a Virtual Patient Dialogue System Jun 1, 2015 Question Answering Semantic Parsing
— Unverified Relation Extraction: Perspective from Convolutional Neural Networks Jun 1, 2015 Chunking Feature Engineering
— Unverified Committed Belief Tagging on the Factbank and LU Corpora: A Comparative Study Jun 1, 2015 Question Answering
— Unverified Event analysis for information extraction from business-based technical documents Jun 1, 2015 Question Answering
— Unverified LIST-LUX: Disorder Identification from Clinical Texts Jun 1, 2015 Information Retrieval Question Answering
— Unverified ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge Jun 1, 2015 Answer Selection Community Question Answering
— Unverified HLT-FBK: a Complete Temporal Processing System for QA TempEval Jun 1, 2015 Morphological Analysis Question Answering
— Unverified HITSZ-ICRC: Exploiting Classification Approach for Answer Selection in Community Question Answering Jun 1, 2015 Answer Selection Community Question Answering
— Unverified HITSZ-ICRC: An Integration Approach for QA TempEval Challenge Jun 1, 2015 Information Retrieval Question Answering
— Unverified ECNU: Using Multiple Sources of CQA-based Information for Answers Selection and YES/NO Response Inference Jun 1, 2015 Answer Selection Community Question Answering
— Unverified BluLab: Temporal Information Extraction for the 2015 Clinical TempEval Challenge Jun 1, 2015 Question Answering Relation Classification
— Unverified 