| A Unified Architecture for Semantic Role Labeling and Relation Classification | Dec 1, 2016 | ClassificationFeature Engineering | —Unverified | 0 |
| Global Inference to Chinese Temporal Relation Extraction | Dec 1, 2016 | Question AnsweringRelation | —Unverified | 0 |
| Predicting the Evocation Relation between Lexicalized Concepts | Dec 1, 2016 | Relation | —Unverified | 0 |
| Chinese Hypernym-Hyponym Extraction from User Generated Categories | Dec 1, 2016 | Knowledge GraphsMachine Translation | —Unverified | 0 |
| Semantic overfitting: what `world' do we consider when evaluating disambiguation of text? | Dec 1, 2016 | Relation | —Unverified | 0 |
| Training Data Enrichment for Infrequent Discourse Relations | Dec 1, 2016 | Discourse ParsingRelation | —Unverified | 0 |
| Unsupervised Pre-training With Seq2Seq Reconstruction Loss for Deep Relation Extraction Models | Dec 1, 2016 | RelationRelation Extraction | —Unverified | 0 |
| Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention | Dec 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| CATENA: CAusal and TEmporal relation extraction from NAtural language texts | Dec 1, 2016 | General ClassificationQuestion Answering | CodeCode Available | 0 |
| QAF: Frame Semantics-based Question Interpretation | Dec 1, 2016 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| Detection, Disambiguation and Argument Identification of Discourse Connectives in Chinese Discourse Parsing | Dec 1, 2016 | Discourse ParsingRelation | —Unverified | 0 |
| CogALex-V Shared Task: CGSRC - Classifying Semantic Relations using Convolutional Neural Networks | Dec 1, 2016 | Machine TranslationParaphrase Generation | —Unverified | 0 |
| Extracting Spatial Entities and Relations in Korean Text | Dec 1, 2016 | Entity Extraction using GANNamed Entity Recognition (NER) | —Unverified | 0 |
| Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks | Dec 1, 2016 | Multi-Label LearningRelation | —Unverified | 0 |
| N-ary Biographical Relation Extraction using Shortest Path Dependencies | Dec 1, 2016 | Entity Extraction using GANNamed Entity Recognition (NER) | —Unverified | 0 |
| Compositional Learning of Relation Path Embedding for Knowledge Base Completion | Nov 22, 2016 | Knowledge Base CompletionRelation | —Unverified | 0 |
| Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion | Nov 13, 2016 | General ClassificationKnowledge Graph Completion | —Unverified | 0 |
| A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification | Nov 1, 2016 | General ClassificationInformation Retrieval | —Unverified | 0 |
| A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification | Nov 1, 2016 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network | Nov 1, 2016 | ClusteringLearning Word Embeddings | —Unverified | 0 |
| Learning Connective-based Word Representations for Implicit Discourse Relation Identification | Nov 1, 2016 | Feature EngineeringRelation | —Unverified | 0 |
| Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition | Nov 1, 2016 | Domain AdaptationMachine Translation | —Unverified | 0 |
| CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations | Oct 27, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| The Kinematics of Plant Nutation Reveals a Simple Relation Between Curvature and the Orientation of Differential Growth | Oct 25, 2016 | Relation | —Unverified | 0 |
| Complete coverage of space favors modularity of the grid system in the brain | Oct 16, 2016 | Relation | —Unverified | 0 |
| Improved Knowledge Base Completion by Path-Augmented TransR Model | Oct 6, 2016 | Knowledge Base CompletionLink Prediction | —Unverified | 0 |
| Integrating Word Embedding Offsets into the Espresso System for Part-Whole Relation Extraction | Oct 1, 2016 | RelationRelation Extraction | —Unverified | 0 |
| When the clock strikes: Modeling the relation between circadian rhythms and cardiac arrhythmias | Sep 29, 2016 | RelationRhythm | —Unverified | 0 |
| Incorporating Relation Paths in Neural Relation Extraction | Sep 23, 2016 | RelationRelation Extraction | CodeCode Available | 0 |
| From Facial Expression Recognition to Interpersonal Relation Prediction | Sep 21, 2016 | AttributeFacial Expression Recognition | —Unverified | 0 |
| Relation between Gene Content and Taxonomy in Chloroplasts | Sep 20, 2016 | RelationSpecificity | —Unverified | 0 |
| Characterizing the Language of Online Communities and its Relation to Community Reception | Sep 15, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distant Supervision for Relation Extraction beyond the Sentence Boundary | Sep 15, 2016 | ArticlesRelation | —Unverified | 0 |
| SynsetRank: Degree-adjusted Random Walk for Relation Identification | Sep 2, 2016 | RelationRelation Extraction | —Unverified | 0 |
| A Bi-LSTM-RNN Model for Relation Classification Using Low-Cost Sequence Features | Aug 27, 2016 | Dependency ParsingGeneral Classification | —Unverified | 0 |
| HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment | Aug 6, 2016 | Lexical EntailmentRelation | —Unverified | 0 |
| JEDI: Joint Entity and Relation Detection using Type Inference | Aug 1, 2016 | RelationVocal Bursts Type Prediction | —Unverified | 0 |
| Discourse Relation Sense Classification with Two-Step Classifiers | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Relation Classification via Multi-Level Attention CNNs | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Discourse Relation Sense Classification Using Cross-argument Semantic Similarity Based on Word Embeddings | Aug 1, 2016 | General ClassificationRelation | —Unverified | 0 |
| Discourse Relation Sense Classification Systems for CoNLL-2016 Shared Task | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Annotating Relation Inference in Context via Question Answering | Aug 1, 2016 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| Neural Relation Extraction with Selective Attention over Instances | Aug 1, 2016 | POSPOS Tagging | CodeCode Available | 0 |
| Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network | Aug 1, 2016 | Opinion MiningRelation | —Unverified | 0 |
| Building a Cross-document Event-Event Relation Corpus | Aug 1, 2016 | Knowledge Base PopulationRelation | —Unverified | 0 |
| Adapting Event Embedding for Implicit Discourse Relation Recognition | Aug 1, 2016 | Feature EngineeringRelation | —Unverified | 0 |
| VERSE: Event and Relation Extraction in the BioNLP 2016 Shared Task | Aug 1, 2016 | Question AnsweringRelation | —Unverified | 0 |
| An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition | Aug 1, 2016 | General ClassificationMachine Translation | —Unverified | 0 |
| Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text | Aug 1, 2016 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Improving Temporal Relation Extraction with Training Instance Augmentation | Aug 1, 2016 | Data AugmentationQuestion Answering | —Unverified | 0 |