| 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 |
| Experiments with Three Approaches to Recognizing Lexical Entailment | Jan 31, 2014 | General ClassificationLexical Entailment | CodeCode Available | 0 |
| Dense Event Ordering with a Multi-Pass Architecture | Jan 1, 2014 | Relation ClassificationTemporal Information Extraction | —Unverified | 0 |
| A Semantic-Based Approach to Noun-Noun Compound Interpretation | Oct 1, 2013 | Relation Classification | —Unverified | 0 |
| Simple Customization of Recursive Neural Networks for Semantic Relation Classification | Oct 1, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Temporal Relation Classification in Persian and English contexts | Sep 1, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| ``Not not bad'' is not ``bad'': A distributional account of negation | Aug 1, 2013 | NegationRelation Classification | —Unverified | 0 |
| Investigation of annotator's behaviour using eye-tracking data | Aug 1, 2013 | ChunkingCoreference Resolution | —Unverified | 0 |
| SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations | Jun 1, 2013 | Event ExtractionRelation Classification | —Unverified | 0 |
| ClearTK-TimeML: A minimalist approach to TempEval 2013 | Jun 1, 2013 | ChunkingRelation Classification | —Unverified | 0 |
| UTTime: Temporal Relation Classification using Deep Syntactic Features | Jun 1, 2013 | ClassificationDocument Summarization | —Unverified | 0 |
| UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling | Jun 1, 2013 | Feature EngineeringRelation Classification | —Unverified | 0 |
| Classifying Temporal Relations with Rich Linguistic Knowledge | Jun 1, 2013 | Relation ClassificationTemporal Information Extraction | —Unverified | 0 |
| Subgraph-based Classification of Explicit and Implicit Discourse Relations | Mar 1, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Temporal Relation Classification Based on Temporal Reasoning | Mar 1, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Relation Classification using Entity Sequence Kernels | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Improved Temporal Relation Classification using Dependency Parses and Selective Crowdsourced Annotations | Dec 1, 2012 | Dependency ParsingFeature Engineering | —Unverified | 0 |
| Semantic Compositionality through Recursive Matrix-Vector Spaces | Jul 1, 2012 | Information RetrievalRelation Classification | —Unverified | 0 |
| SemEval-2012 Task 2: Measuring Degrees of Relational Similarity | Jul 1, 2012 | Relation ClassificationTask 2 | —Unverified | 0 |
| Aspectual Type and Temporal Relation Classification | Apr 1, 2012 | ClassificationDocument Summarization | —Unverified | 0 |
| Evaluating Distributional Models of Semantics for Syntactically Invariant Inference | Apr 1, 2012 | Relation Classification | —Unverified | 0 |
