Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths Sep 1, 2015 Question Answering Relation Classification
— Unverified RELLY: Inferring Hypernym Relationships Between Relational Phrases Sep 1, 2015 Open Information Extraction Probabilistic Programming
— Unverified Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction Sep 1, 2015 Question Answering
— Unverified Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction Sep 1, 2015 Knowledge Base Completion Link Prediction
— Unverified Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge Sep 1, 2015 Question Answering
— Unverified Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity Sep 1, 2015 Natural Language Inference Question Answering
— Unverified Recognizing Textual Entailment Using Probabilistic Inference Sep 1, 2015 Information Retrieval Natural Language Inference
— Unverified A Strong Lexical Matching Method for the Machine Comprehension Test Sep 1, 2015 Common Sense Reasoning Coreference Resolution
— Unverified Exploring Markov Logic Networks for Question Answering Sep 1, 2015 Question Answering
— Unverified Inferring Binary Relation Schemas for Open Information Extraction Sep 1, 2015 Open-Domain Question Answering Open Information Extraction
— Unverified Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings Sep 1, 2015 Feature Engineering Opinion Mining
— Unverified A Baseline Temporal Tagger for all Languages Sep 1, 2015 All Information Retrieval
Code Code Available Joint Entity Recognition and Disambiguation Sep 1, 2015 Chunking Entity Linking
— Unverified Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron Sep 1, 2015 coreference-resolution Coreference Resolution
— Unverified FINET: Context-Aware Fine-Grained Named Entity Typing Sep 1, 2015 Entity Typing Open Information Extraction
— Unverified A Neural Network Model for Low-Resource Universal Dependency Parsing Sep 1, 2015 Dependency Parsing Domain Adaptation
— Unverified Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks Sep 1, 2015 Feature Engineering Machine Translation
— Unverified Comparing Word Representations for Implicit Discourse Relation Classification Sep 1, 2015 Classification Feature Engineering
— Unverified C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking Sep 1, 2015 Entity Linking Named Entity Recognition (NER)
— Unverified Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models Sep 1, 2015 Question Answering Sentiment Analysis
— Unverified Automatic recognition of habituals: a three-way classification of clausal aspect Sep 1, 2015 General Classification Question Answering
— Unverified Type-Constrained Representation Learning in Knowledge Graphs Aug 11, 2015 Knowledge Graph Completion Knowledge Graphs
— Unverified Applying Deep Learning to Answer Selection: A Study and An Open Task Aug 7, 2015 Answer Selection Question Answering
Code Code Available Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available Evaluation of Two-level Dependency Representations of Argument Structure in Long-Distance Dependencies Aug 1, 2015 Dependency Parsing Question Answering
— Unverified Markov Logic Networks for Natural Language Question Answering Jul 10, 2015 Entity Resolution Question Answering
— Unverified FAQ-based Question Answering via Word Alignment Jul 9, 2015 Learning-To-Rank Question Answering
— Unverified IITP: Multiobjective Differential Evolution based Twitter Named Entity Recognition Jul 1, 2015 Machine Translation named-entity-recognition
— Unverified Learning Embeddings for Transitive Verb Disambiguation by Implicit Tensor Factorization Jul 1, 2015 Learning Word Embeddings Question Answering
— Unverified NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches Jul 1, 2015 Information Retrieval Machine Translation
— Unverified Extracting Time Expressions from Clinical Text Jul 1, 2015 Question Answering Temporal Information Extraction
— Unverified Answer Selection in Arabic Community Question Answering: A Feature-Rich Approach Jul 1, 2015 Answer Selection Community Question Answering
— Unverified Chinese Semantic Role Labeling using High-quality Syntactic Knowledge Jul 1, 2015 Chinese Semantic Role Labeling Dependency Parsing
— Unverified Improving Twitter Named Entity Recognition using Word Representations Jul 1, 2015 named-entity-recognition Named Entity Recognition
— Unverified The Web as an Implicit Training Set: Application to Noun Compounds Syntax and Semantics Jul 1, 2015 Community Question Answering Machine Translation
— Unverified Temporal Information Extraction from Korean Texts Jul 1, 2015 Information Retrieval Question Answering
— Unverified Detecting Semantically Equivalent Questions in Online User Forums Jul 1, 2015 Domain Adaptation Question Answering
— Unverified A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing Jul 1, 2015 AMR Parsing Machine Translation
— Unverified Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data Jul 1, 2015 Cross-Lingual Transfer Dependency Parsing
— Unverified Learning to Exploit Structured Resources for Lexical Inference Jul 1, 2015 Question Answering
Code Code Available A Shallow Discourse Parsing System Based On Maximum Entropy Model Jul 1, 2015 Discourse Parsing Opinion Mining
— Unverified A Refined End-to-End Discourse Parser Jul 1, 2015 Auxiliary Learning Information Retrieval
— Unverified A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering Jul 1, 2015 Machine Translation Open-Domain Question Answering
— Unverified Machine Comprehension with Syntax, Frames, and Semantics Jul 1, 2015 Question Answering Reading Comprehension
— Unverified Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser Jul 1, 2015 Dependency Parsing Machine Translation
— Unverified Automatic Keyword Extraction on Twitter Jul 1, 2015 Information Retrieval Keyword Extraction
— Unverified FrameNet+: Fast Paraphrastic Tripling of FrameNet Jul 1, 2015 Knowledge Base Population Natural Language Inference
— Unverified Learning Hybrid Representations to Retrieve Semantically Equivalent Questions Jul 1, 2015 Information Retrieval Knowledge Graphs
— Unverified Sentiment and Belief: How to Think about, Represent, and Annotate Private States Jul 1, 2015 Opinion Mining Question Answering
— Unverified Thread-Level Information for Comment Classification in Community Question Answering Jul 1, 2015 Answer Selection Classification
— Unverified 