| Bidirectional Recurrent Convolutional Neural Network for Relation Classification | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Semantically and Additively Compositional Distributional Representations | Jun 8, 2016 | General ClassificationRelation Classification | CodeCode Available | 0 |
| Neural Network Models for Implicit Discourse Relation Classification in English and Chinese without Surface Features | Jun 7, 2016 | Discourse ParsingGeneral Classification | —Unverified | 0 |
| VUACLTL at SemEval 2016 Task 12: A CRF Pipeline to Clinical TempEval | Jun 1, 2016 | Domain AdaptationNatural Language Inference | —Unverified | 0 |
| Dependency Based Embeddings for Sentence Classification Tasks | Jun 1, 2016 | ChunkingClassification | —Unverified | 0 |
| A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models | Jun 1, 2016 | Dialog Act ClassificationGeneral Classification | —Unverified | 0 |
| Combining Recurrent and Convolutional Neural Networks for Relation Classification | May 24, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Semantic Annotation of the ACL Anthology Corpus for the Automatic Analysis of Scientific Literature | May 1, 2016 | Relation Classification | —Unverified | 0 |
| Comparing Convolutional Neural Networks to Traditional Models for Slot Filling | Mar 16, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Implicit Discourse Relation Classification via Multi-Task Neural Networks | Mar 9, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| A Latent Variable Recurrent Neural Network for Discourse Relation Language Models | Mar 7, 2016 | ClassificationDialog Act Classification | CodeCode Available | 0 |
| Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation | Jan 14, 2016 | ClassificationData Augmentation | —Unverified | 0 |
| End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures | Jan 5, 2016 | RelationRelation Classification | CodeCode Available | 0 |
| Normalization of Relative and Incomplete Temporal Expressions in Clinical Narratives | Oct 16, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Bidirectional Long Short-Term Memory Networks for Relation Classification | Oct 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Temporal Relation Classification using a Model of Tense and Aspect | Sep 1, 2015 | General ClassificationRelation | —Unverified | 0 |
| A VSM-based Statistical Model for the Semantic Relation Interpretation of Noun-Modifier Pairs | Sep 1, 2015 | Question AnsweringRelation | —Unverified | 0 |
| Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths | Sep 1, 2015 | Question AnsweringRelation Classification | —Unverified | 0 |
| Comparing Word Representations for Implicit Discourse Relation Classification | Sep 1, 2015 | ClassificationFeature Engineering | —Unverified | 0 |
| Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path | Aug 15, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Relation Classification via Recurrent Neural Network | Aug 5, 2015 | ClassificationFeature Engineering | CodeCode Available | 0 |
| A Dependency-Based Neural Network for Relation Classification | Jul 16, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Shallow Discourse Parsing with Syntactic and (a Few) Semantic Features | Jul 1, 2015 | Discourse ParsingRelation Classification | —Unverified | 0 |
| The DCU Discourse Parser for Connective, Argument Identification and Explicit Sense Classification | Jul 1, 2015 | General ClassificationRelation Classification | —Unverified | 0 |
| MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity | Jul 1, 2015 | Machine TranslationParaphrase Identification | —Unverified | 0 |
