| 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 |
