| UNSUPERVISED SENTENCE EMBEDDING USING DOCUMENT STRUCTURE-BASED CONTEXT | Jan 1, 2018 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Exploring Sentence Vectors Through Automatic Summarization | Jan 1, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| A Sequential Neural Encoder with Latent Structured Description for Modeling Sentences | Nov 15, 2017 | ChunkingNatural Language Inference | —Unverified | 0 |
| ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations | Nov 15, 2017 | Machine TranslationNatural Language Understanding | —Unverified | 0 |
| Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification | Nov 1, 2017 | ClassificationDenoising | —Unverified | 0 |
| Testing the limits of unsupervised learning for semantic similarity | Oct 23, 2017 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| DisSent: Sentence Representation Learning from Explicit Discourse Relations | Oct 12, 2017 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| LCT-MALTA's Submission to RepEval 2017 Shared Task | Sep 1, 2017 | Natural Language InferencePOS | —Unverified | 0 |
| IITP at EmoInt-2017: Measuring Intensity of Emotions using Sentence Embeddings and Optimized Features | Sep 1, 2017 | Emotion Recognitionfeature selection | —Unverified | 0 |
| Neural Net Models of Open-domain Discourse Coherence | Sep 1, 2017 | Abstractive Text SummarizationQuestion Answering | —Unverified | 0 |
| Monolingual Phrase Alignment on Parse Forests | Sep 1, 2017 | Semantic Textual SimilaritySentence Embeddings | —Unverified | 0 |
| DT\_Team at SemEval-2017 Task 1: Semantic Similarity Using Alignments, Sentence-Level Embeddings and Gaussian Mixture Model Output | Aug 1, 2017 | LemmatizationSemantic Similarity | —Unverified | 0 |
| LIPN-IIMAS at SemEval-2017 Task 1: Subword Embeddings, Attention Recurrent Neural Networks and Cross Word Alignment for Semantic Textual Similarity | Aug 1, 2017 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| MITRE at SemEval-2017 Task 1: Simple Semantic Similarity | Aug 1, 2017 | BIG-bench Machine LearningImage Captioning | —Unverified | 0 |
| Graph-based Neural Multi-Document Summarization | Jun 20, 2017 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext | Jun 6, 2017 | Machine TranslationSentence | —Unverified | 0 |
| Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs | May 25, 2017 | Natural Language InferenceReverse Dictionary | —Unverified | 0 |
| Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings | Apr 30, 2017 | SentenceSentence Embeddings | —Unverified | 0 |
| A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification | Apr 1, 2017 | General ClassificationSentence | —Unverified | 0 |
| Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features | Mar 7, 2017 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents | Nov 8, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification | Nov 7, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification | Nov 1, 2016 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks | Aug 15, 2016 | PredictionSentence | CodeCode Available | 0 |
| SHEF-LIUM-NN: Sentence level Quality Estimation with Neural Network Features | Aug 1, 2016 | Automatic Speech Recognition (ASR)Feature Engineering | —Unverified | 0 |