| Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings | Jul 1, 2017 | General ClassificationMachine Translation | —Unverified | 0 |
| Self-Crowdsourcing Training for Relation Extraction | Jul 1, 2017 | Question AnsweringRelation | —Unverified | 0 |
| A Two-Stage Parsing Method for Text-Level Discourse Analysis | Jul 1, 2017 | Dependency ParsingDocument Summarization | CodeCode Available | 0 |
| Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers | Jul 1, 2017 | RelationRelation Extraction | —Unverified | 0 |
| Prerequisite Relation Learning for Concepts in MOOCs | Jul 1, 2017 | RelationRepresentation Learning | —Unverified | 0 |
| Classifying Temporal Relations by Bidirectional LSTM over Dependency Paths | Jul 1, 2017 | General ClassificationQuestion Answering | —Unverified | 0 |
| Neural Relation Extraction with Multi-lingual Attention | Jul 1, 2017 | Information RetrievalQuestion Answering | —Unverified | 0 |
| CANE: Context-Aware Network Embedding for Relation Modeling | Jul 1, 2017 | Community DetectionLink Prediction | CodeCode Available | 0 |
| Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach | Jul 1, 2017 | RelationRelation Extraction | CodeCode Available | 0 |
| Between Homomorphic Signal Processing and Deep Neural Networks: Constructing Deep Algorithms for Polyphonic Music Transcription | Jun 26, 2017 | Music TranscriptionRelation | —Unverified | 0 |
| Graph-based Neural Multi-Document Summarization | Jun 20, 2017 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| Zero-Shot Relation Extraction via Reading Comprehension | Jun 13, 2017 | Reading ComprehensionRelation | CodeCode Available | 1 |
| Types of Cognition and its Implications for future High-Level Cognitive Machines | Jun 5, 2017 | AttributeRelation | —Unverified | 0 |
| MAR-REL : une base de marqueurs de relations conceptuelles pour la d\'etection de Contextes Riches en Connaissances (MAR-REL : a conceptual relation markers database for Knowledge-Rich Contexts extraction) | Jun 1, 2017 | Relation | —Unverified | 0 |
| Apprentissage d'agents conversationnels pour la gestion de relations clients (Training chatbots for customer relation management) | Jun 1, 2017 | ManagementNER | —Unverified | 0 |
| Stochastic and Information-thermodynamic Structures of Population Dynamics in Fluctuating Environment | May 27, 2017 | Decision MakingRelation | —Unverified | 0 |
| Approximation learning methods of Harmonic Mappings in relation to Hardy Spaces | May 24, 2017 | Relation | —Unverified | 0 |
| Compatible extensions and consistent closures: a fuzzy approach | May 22, 2017 | Relation | —Unverified | 0 |
| Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix | May 11, 2017 | General ClassificationRelation | —Unverified | 0 |
| A Survey of Deep Learning Methods for Relation Extraction | May 10, 2017 | Deep LearningRelation | CodeCode Available | 0 |
| A Survey of Distant Supervision Methods using PGMs | May 10, 2017 | RelationRelation Extraction | —Unverified | 0 |
| A Biomedical Information Extraction Primer for NLP Researchers | May 10, 2017 | NERRelation | —Unverified | 0 |
| Convolutional Dictionary Learning via Local Processing | May 9, 2017 | Dictionary LearningImage Inpainting | CodeCode Available | 0 |
| Quantifying the relation between performance and success in soccer | May 2, 2017 | BIG-bench Machine LearningRelation | —Unverified | 0 |
| How compatible are our discourse annotations? Insights from mapping RST-DT and PDTB annotations | Apr 28, 2017 | Implicit RelationsRelation | —Unverified | 0 |
