| Spectral Semi-Supervised Discourse Relation Classification | Jul 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling | Jun 25, 2015 | General ClassificationRelation | —Unverified | 0 |
| Relation Extraction: Perspective from Convolutional Neural Networks | Jun 1, 2015 | ChunkingFeature Engineering | —Unverified | 0 |
| BluLab: Temporal Information Extraction for the 2015 Clinical TempEval Challenge | Jun 1, 2015 | Question AnsweringRelation Classification | —Unverified | 0 |
| SpRL-CWW: Spatial Relation Classification with Independent Multi-class Models | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Improved Relation Extraction with Feature-Rich Compositional Embedding Models | May 10, 2015 | RelationRelation Classification | CodeCode Available | 0 |
| Hands-on Learning to Search for Structured Prediction | May 1, 2015 | Decision MakingDependency Parsing | —Unverified | 0 |
| Chain Based RNN for Relation Classification | May 1, 2015 | ClassificationDependency Parsing | —Unverified | 0 |
| Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse Connectives | May 1, 2015 | Discourse ParsingNatural Language Understanding | —Unverified | 0 |
| Embedding Semantic Relations into Word Representations | May 1, 2015 | Relation Classification | —Unverified | 0 |
| Classifying Relations by Ranking with Convolutional Neural Networks | Apr 24, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Task-Oriented Learning of Word Embeddings for Semantic Relation Classification | Feb 28, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Errata: Distant Supervision for Relation Extraction with Matrix Completion | Nov 17, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Exploiting Timegraphs in Temporal Relation Classification | Oct 1, 2014 | ClassificationDocument Summarization | —Unverified | 0 |
| A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing | Oct 1, 2014 | Discourse ParsingRelation Classification | —Unverified | 0 |
| Cross-lingual Discourse Relation Analysis: A corpus study and a semi-supervised classification system | Aug 1, 2014 | General ClassificationMachine Translation | —Unverified | 0 |
| Inducing Latent Semantic Relations for Structured Distributional Semantics | Aug 1, 2014 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Relation Classification via Convolutional Deep Neural Network | Aug 1, 2014 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Ensemble-Based Medical Relation Classification | Aug 1, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Distant Supervision for Relation Extraction with Matrix Completion | Jun 1, 2014 | Low-Rank Matrix CompletionMatrix Completion | CodeCode Available | 0 |
| Combining Word Patterns and Discourse Markers for Paradigmatic Relation Classification | Jun 1, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora | Jun 1, 2014 | Active LearningClassification | —Unverified | 0 |
| Discovering Implicit Discourse Relations Through Brown Cluster Pair Representation and Coreference Patterns | Apr 1, 2014 | Coreference ResolutionImplicit Discourse Relation Classification | —Unverified | 0 |
| Distributional Lexical Entailment by Topic Coherence | Apr 1, 2014 | Lexical EntailmentRelation Classification | —Unverified | 0 |
| Classifying Temporal Relations with Simple Features | Apr 1, 2014 | Dependency ParsingRelation Classification | —Unverified | 0 |
