| Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named Entity Recognition | Apr 13, 2018 | Feature Engineeringnamed-entity-recognition | —Unverified | 0 |
| InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter | Mar 21, 2018 | General ClassificationPharmacovigilance | —Unverified | 0 |
| Relevance Scoring of Triples Using Ordinal Logistic Classification - The Celosia Triple Scorer at WSDM Cup 2017 | Dec 22, 2017 | Task 2 | —Unverified | 0 |
| THU\_NGN at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases with Deep LSTM | Dec 1, 2017 | Opinion MiningPOS | —Unverified | 0 |
| LDCCNLP at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases Using Machine Learning | Dec 1, 2017 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| CKIP at IJCNLP-2017 Task 2: Neural Valence-Arousal Prediction for Phrases | Dec 1, 2017 | Sentiment AnalysisTask 2 | —Unverified | 0 |
| MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction | Dec 1, 2017 | PredictionSentiment Analysis | —Unverified | 0 |
| Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases | Dec 1, 2017 | ClusteringFeature Engineering | —Unverified | 0 |
| NCTU-NTUT at IJCNLP-2017 Task 2: Deep Phrase Embedding using bi-LSTMs for Valence-Arousal Ratings Prediction of Chinese Phrases | Dec 1, 2017 | Chinese Word Segmentationregression | —Unverified | 0 |
| NCYU at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases using Vector Representations | Dec 1, 2017 | ClusteringSentiment Analysis | —Unverified | 0 |
| NLPSA at IJCNLP-2017 Task 2: Imagine Scenario: Leveraging Supportive Images for Dimensional Sentiment Analysis | Dec 1, 2017 | General ClassificationSentiment Analysis | —Unverified | 0 |
| CIAL at IJCNLP-2017 Task 2: An Ensemble Valence-Arousal Analysis System for Chinese Words and Phrases | Dec 1, 2017 | Opinion MiningSentiment Analysis | —Unverified | 0 |
| NTOUA at IJCNLP-2017 Task 2: Predicting Sentiment Scores of Chinese Words and Phrases | Dec 1, 2017 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases | Dec 1, 2017 | Sentiment AnalysisTask 2 | —Unverified | 0 |
| Modeling Information Flow Through Deep Neural Networks | Nov 29, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Aicyber's System for NLPCC 2017 Shared Task 2: Voting of Baselines | Nov 15, 2017 | Deep LearningTask 2 | —Unverified | 0 |
| Fine-tuning Tree-LSTM for phrase-level sentiment classification on a Polish dependency treebank. Submission to PolEval task 2 | Nov 3, 2017 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Aspect-Based Sentiment Analysis Using a Two-Step Neural Network Architecture | Sep 19, 2017 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection | Aug 10, 2017 | Event DetectionTask 2 | —Unverified | 0 |
| Wild Devs' at SemEval-2017 Task 2: Using Neural Networks to Discover Word Similarity | Aug 1, 2017 | Multilingual Word EmbeddingsSemantic Similarity | —Unverified | 0 |
| RUFINO at SemEval-2017 Task 2: Cross-lingual lexical similarity by extending PMI and word embeddings systems with a Swadesh's-like list | Aug 1, 2017 | Semantic Textual SimilarityTask 2 | —Unverified | 0 |
| MERALI at SemEval-2017 Task 2 Subtask 1: a Cognitively Inspired approach | Aug 1, 2017 | Common Sense ReasoningTask 2 | —Unverified | 0 |
| SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity | Aug 1, 2017 | Information RetrievalMachine Translation | —Unverified | 0 |
| HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment | Aug 1, 2017 | Learning Word EmbeddingsSemantic Textual Similarity | —Unverified | 0 |
| Citius at SemEval-2017 Task 2: Cross-Lingual Similarity from Comparable Corpora and Dependency-Based Contexts | Aug 1, 2017 | Task 2Word Similarity | —Unverified | 0 |
| Idiom Savant at Semeval-2017 Task 7: Detection and Interpretation of English Puns | Aug 1, 2017 | Task 2 | —Unverified | 0 |
| Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity | Aug 1, 2017 | Dimensionality ReductionSemantic Similarity | CodeCode Available | 0 |
| HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity | Aug 1, 2017 | Cross-Lingual Word EmbeddingsMachine Translation | —Unverified | 0 |
| Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched Wikipedia | Aug 1, 2017 | Semantic Textual SimilarityTask 2 | CodeCode Available | 0 |
| Mahtab at SemEval-2017 Task 2: Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity | Aug 1, 2017 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| QLUT at SemEval-2017 Task 2: Word Similarity Based on Word Embedding and Knowledge Base | Aug 1, 2017 | Task 2Word Embeddings | —Unverified | 0 |
| CUNI System for the WMT17 Multimodal Translation Task | Jul 14, 2017 | Image CaptioningTask 2 | —Unverified | 0 |
| Climbing the Kaggle Leaderboard by Exploiting the Log-Loss Oracle | Jul 6, 2017 | Task 2 | —Unverified | 0 |
| CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages | Jun 27, 2017 | Data AugmentationInductive Bias | —Unverified | 0 |
| ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge | Apr 11, 2017 | General KnowledgeMultilingual Word Embeddings | CodeCode Available | 2 |
| Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network | Mar 2, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| JU_KS_Group@FIRE 2016: Consumer Health Information Search | Dec 24, 2016 | Information RetrievalRetrieval | —Unverified | 0 |
| Vanilla Classifiers for Distinguishing between Similar Languages | Dec 1, 2016 | Information RetrievalLanguage Identification | —Unverified | 0 |
| ASIREM Participation at the Discriminating Similar Languages Shared Task 2016 | Dec 1, 2016 | Dialect IdentificationLanguage Identification | —Unverified | 0 |
| CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings | Dec 1, 2016 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| The GW/LT3 VarDial 2016 Shared Task System for Dialects and Similar Languages Detection | Dec 1, 2016 | Feature Engineeringregression | —Unverified | 0 |
| Automatic Analysis of Flaws in Pre-Trained NLP Models | Dec 1, 2016 | Task 2 | CodeCode Available | 0 |
| DeepNNNER: Applying BLSTM-CNNs and Extended Lexicons to Named Entity Recognition in Tweets | Dec 1, 2016 | DiversityFeature Engineering | —Unverified | 0 |
| Predicting Branch Visits and Credit Card Up-selling using Temporal Banking Data | Jul 20, 2016 | BIG-bench Machine LearningTask 2 | CodeCode Available | 0 |
| DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification | Jun 21, 2016 | Data AugmentationSentence | —Unverified | 0 |
| CU-NLP at SemEval-2016 Task 8: AMR Parsing using LSTM-based Recurrent Neural Networks | Jun 1, 2016 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| SemEval-2016 Task 2: Interpretable Semantic Textual Similarity | Jun 1, 2016 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 |
| UWB at SemEval-2016 Task 2: Interpretable Semantic Textual Similarity with Distributional Semantics for Chunks | Jun 1, 2016 | Semantic Textual SimilarityTask 2 | —Unverified | 0 |
| iUBC at SemEval-2016 Task 2: RNNs and LSTMs for interpretable STS | Jun 1, 2016 | ChunkingSemantic Textual Similarity | —Unverified | 0 |
| Inspire at SemEval-2016 Task 2: Interpretable Semantic Textual Similarity Alignment based on Answer Set Programming | Jun 1, 2016 | ChunkingSemantic Textual Similarity | —Unverified | 0 |