| DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction | Jan 22, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Revisiting Paraphrase Question Generator using Pairwise Discriminator | Dec 31, 2019 | DecoderParaphrase Generation | CodeCode Available | 0 |
| Open-domain Event Extraction and Embedding for Natural Gas Market Prediction | Dec 8, 2019 | Event ExtractionSentence | CodeCode Available | 0 |
| COSTRA 1.0: A Dataset of Complex Sentence Transformations | Dec 3, 2019 | SentenceSentence Embedding | —Unverified | 0 |
| Language Model Bootstrapping Using Neural Machine Translation For Conversational Speech Recognition | Dec 2, 2019 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| A Bilingual Generative Transformer for Semantic Sentence Embedding | Nov 10, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries | Nov 5, 2019 | NutritionRetrieval | —Unverified | 0 |
| News2vec: News Network Embedding with Subnode Information | Nov 1, 2019 | Dimensionality ReductionNetwork Embedding | —Unverified | 0 |
| Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning | Nov 1, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task | Oct 31, 2019 | SentenceSentence Embedding | —Unverified | 0 |
| L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition | Oct 25, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Discovering the Compositional Structure of Vector Representations with Role Learning Networks | Oct 21, 2019 | Sentence Embedding | CodeCode Available | 0 |
| In Search for Linear Relations in Sentence Embedding Spaces | Oct 8, 2019 | Natural Language InferenceSentence | —Unverified | 0 |
| A Critique of the Smooth Inverse Frequency Sentence Embeddings | Sep 30, 2019 | SentenceSentence Embedding | —Unverified | 0 |
| Regularly varying representation for sentence embedding | Sep 25, 2019 | AttributeSentence | —Unverified | 0 |
| Sentence embedding with contrastive multi-views learning | Sep 25, 2019 | DiversitySentence | —Unverified | 0 |
| Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization | Sep 15, 2019 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Efficient Sentence Embedding using Discrete Cosine Transform | Sep 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Tweaks and Tricks for Word Embedding Disruptions | Sep 1, 2019 | DescriptiveSentence | —Unverified | 0 |
| Meta-Embedding Sentence Representation for Textual Similarity | Sep 1, 2019 | Question SimilaritySentence | —Unverified | 0 |
| Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks | Aug 27, 2019 | ClusteringLinear-Probe Classification | CodeCode Available | 1 |
| Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards | Aug 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding | Aug 14, 2019 | Knowledge DistillationNatural Language Understanding | CodeCode Available | 0 |
| Analysing Representations of Memory Impairment in a Clinical Notes Classification Model | Aug 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| A Self-Training Approach for Short Text Clustering | Aug 1, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Predicting Human Activities from User-Generated Content | Jul 19, 2019 | ClusteringSentence | —Unverified | 0 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 |
| GLOSS: Generative Latent Optimization of Sentence Representations | Jul 15, 2019 | Representation LearningSentence | CodeCode Available | 0 |
| Multilingual Universal Sentence Encoder for Semantic Retrieval | Jul 9, 2019 | Question AnsweringRetrieval | —Unverified | 0 |
| Hierarchical Document Encoder for Parallel Corpus Mining | Jun 20, 2019 | Parallel Corpus MiningSentence | —Unverified | 0 |
| Learning Interpretable Models Using Uncertainty Oracles | Jun 17, 2019 | Bayesian OptimizationSentence Embedding | —Unverified | 0 |
| KDEHatEval at SemEval-2019 Task 5: A Neural Network Model for Detecting Hate Speech in Twitter | Jun 1, 2019 | SentenceSentence Embedding | —Unverified | 0 |
| Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection | May 16, 2019 | Anomaly DetectionAttribute | —Unverified | 0 |
| Zero-training Sentence Embedding via Orthogonal Basis | May 1, 2019 | SentenceSentence Embedding | CodeCode Available | 0 |
| A NON-LINEAR THEORY FOR SENTENCE EMBEDDING | May 1, 2019 | SentenceSentence Embedding | —Unverified | 0 |
| Scalable Cross-Lingual Transfer of Neural Sentence Embeddings | Apr 11, 2019 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax | Feb 22, 2019 | NMTRetrieval | —Unverified | 0 |
| Sentence transition matrix: An efficient approach that preserves sentence semantics | Jan 16, 2019 | Document SummarizationSemantic Textual Similarity | —Unverified | 0 |
| Context Aware Machine Learning | Jan 10, 2019 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Learning to Assemble Neural Module Tree Networks for Visual Grounding | Dec 8, 2018 | Dependency ParsingNatural Language Visual Grounding | —Unverified | 0 |
| Verb Argument Structure Alternations in Word and Sentence Embeddings | Nov 27, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors | Nov 17, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Investigating the Effects of Word Substitution Errors on Sentence Embeddings | Nov 16, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Exploiting Sentence Embedding for Medical Question Answering | Nov 15, 2018 | Medical Question AnsweringQuestion Answering | —Unverified | 0 |
| Learning to Embed Sentences Using Attentive Recursive Trees | Nov 6, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Universal Sentence Encoder for English | Nov 1, 2018 | Multi-Task LearningSentence | —Unverified | 0 |
| Word Mover's Embedding: From Word2Vec to Document Embedding | Oct 30, 2018 | Document EmbeddingGeneral Classification | CodeCode Available | 0 |
| POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset | Oct 5, 2018 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Disney at IEST 2018: Predicting Emotions using an Ensemble | Oct 1, 2018 | Emotion ClassificationLanguage Modeling | —Unverified | 0 |