Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction May 1, 2015 Machine Translation NER
Code Code Available Deep Learning and Continuous Representations for Natural Language Processing May 1, 2015 Deep Learning Information Retrieval
— Unverified Chain Based RNN for Relation Classification May 1, 2015 Classification Dependency Parsing
— Unverified Learning Knowledge Graphs for Question Answering through Conversational Dialog May 1, 2015 Dialog Learning Electrical Engineering
— Unverified Grounded Semantic Parsing for Complex Knowledge Extraction May 1, 2015 Clustering Event Extraction
— Unverified Idest: Learning a Distributed Representation for Event Patterns May 1, 2015 Articles Attribute
— Unverified Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models May 1, 2015 Information Retrieval Question Answering
— Unverified A Transition-based Algorithm for AMR Parsing May 1, 2015 Abstract Meaning Representation AMR Parsing
Code Code Available MPQA 3.0: An Entity/Event-Level Sentiment Corpus May 1, 2015 Knowledge Base Population Opinion Mining
— Unverified Movie Script Summarization as Graph-based Scene Extraction May 1, 2015 Navigate Question Answering
— Unverified Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering May 1, 2015 Discourse Parsing Information Retrieval
— Unverified Information Gathering in Networks via Active Exploration Apr 24, 2015 Experimental Design Informativeness
— Unverified Analysis of Temporal Expressions Annotated in Clinical Notes Apr 1, 2015 Information Retrieval Knowledge Base Population
— Unverified Automatic Noun Compound Interpretation using Deep Neural Networks and Word Embeddings Apr 1, 2015 Information Retrieval Machine Translation
— Unverified Semantic Relations in Discourse: The Current State of ISO 24617-8 Apr 1, 2015 Question Answering Text Generation
— Unverified End-To-End Memory Networks Mar 31, 2015 Language Modeling Language Modelling
Code Code Available The RatioLog Project: Rational Extensions of Logical Reasoning Mar 20, 2015 BIG-bench Machine Learning Common Sense Reasoning
— Unverified Convolutional Neural Network Architectures for Matching Natural Language Sentences Mar 11, 2015 Question Answering
Code Code Available A Case Based Reasoning Approach for Answer Reranking in Question Answering Mar 10, 2015 Graph Similarity Question Answering
— Unverified Syntax-based Deep Matching of Short Texts Mar 9, 2015 Machine Translation Question Answering
— Unverified Towards Topic-to-Question Generation Mar 1, 2015 Information Retrieval Question Answering
— Unverified Book Reviews: Recognizing Textual Entailment: Models and Applications by Ido Dagan, Dan Roth, Mark Sammons and Fabio Massimo Zanzotto Mar 1, 2015 Natural Language Inference Question Answering
— Unverified Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Feb 19, 2015 Question Answering Reading Comprehension
Code Code Available Hard to Cheat: A Turing Test based on Answering Questions about Images Jan 14, 2015 Question Answering
— Unverified Context-aware Frame-Semantic Role Labeling Jan 1, 2015 Question Answering Scene Generation
Code Code Available Higher-order Lexical Semantic Models for Non-factoid Answer Reranking Jan 1, 2015 All Open-Domain Question Answering
— Unverified One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations Jan 1, 2015 Question Answering Relation
— Unverified Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment Jan 1, 2015 Clustering Coreference Resolution
— Unverified Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary Jan 1, 2015 Coreference Resolution Open Information Extraction
— Unverified Imitation Learning of Agenda-based Semantic Parsers Jan 1, 2015 Imitation Learning Question Answering
Code Code Available Exploiting Parallel News Streams for Unsupervised Event Extraction Jan 1, 2015 Articles Event Extraction
— Unverified Which Step Do I Take First? Troubleshooting with Bayesian Models Jan 1, 2015 Community Question Answering Information Retrieval
— Unverified QANUS: An Open-source Question-Answering Platform Jan 1, 2015 Question Answering
— Unverified Ripple Down Rules for Question Answering Dec 12, 2014 Question Answering
— Unverified Practice in Synonym Extraction at Large Scale Dec 6, 2014 Question Answering
— Unverified Deep Learning for Answer Sentence Selection Dec 4, 2014 Deep Learning Feature Engineering
Code Code Available Watsonsim: Overview of a Question Answering Engine Dec 2, 2014 Question Answering
— Unverified Sentential Paraphrase Generation for Agglutinative Languages Using SVM with a String Kernel Dec 1, 2014 Document Summarization Machine Translation
— Unverified Creating a PurposeNet Ontology: An insight into the issues encountered during ontology creation Dec 1, 2014 Question Answering
— Unverified Accurate Identification of the Karta (Subject) Relation in Bangla Dec 1, 2014 Dependency Parsing Machine Translation
— Unverified LMSim : Computing Domain-specific Semantic Word Similarities Using a Language Modeling Approach Dec 1, 2014 Information Retrieval Language Modeling
— Unverified Named Entity Based Answer Extraction form Hindi Text Corpus Using n-grams Dec 1, 2014 Form Information Retrieval
— Unverified Latent Trees for Coreference Resolution Dec 1, 2014 coreference-resolution Coreference Resolution
— Unverified Cognitive Systems and Question Answering Nov 18, 2014 Question Answering
— Unverified Rapid Adaptation of POS Tagging for Domain Specific Uses Oct 31, 2014 Part-Of-Speech Tagging POS
— Unverified Towards a Visual Turing Challenge Oct 29, 2014 Question Answering
— Unverified Memory Networks Oct 15, 2014 Question Answering
Code Code Available Exploiting Timegraphs in Temporal Relation Classification Oct 1, 2014 Classification Document Summarization
— Unverified Learning from a Neighbor: Adapting a Japanese Parser for Korean Through Feature Transfer Learning Oct 1, 2014 Cross-Lingual Transfer Dependency Parsing
— Unverified Al-Bayan: An Arabic Question Answering System for the Holy Quran Oct 1, 2014 Morphological Analysis Question Answering
— Unverified 