| XD: Cross-lingual Knowledge Distillation for Polyglot Sentence Embeddings | Sep 25, 2019 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Learning Entailment-Based Sentence Embeddings from Natural Language Inference | Sep 25, 2019 | Inductive BiasNatural Language Inference | —Unverified | 0 |
| Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization | Sep 20, 2019 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization | Sep 15, 2019 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Language learning using Speech to Image retrieval | Sep 9, 2019 | Grounded language learningImage Retrieval | —Unverified | 0 |
| Natural Adversarial Sentence Generation with Gradient-based Perturbation | Sep 6, 2019 | DecoderSentence | CodeCode Available | 0 |
| Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records | Sep 6, 2019 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| A Quantum-Like Approach to Word Sense Disambiguation | Sep 1, 2019 | SentenceSentence Embeddings | —Unverified | 0 |
| Meta-Embedding Sentence Representation for Textual Similarity | Sep 1, 2019 | Question SimilaritySentence | —Unverified | 0 |
| Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations | Aug 31, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks | Aug 27, 2019 | ClusteringLinear-Probe Classification | CodeCode Available | 1 |
| Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning | Aug 27, 2019 | Answer SelectionBIG-bench Machine Learning | —Unverified | 0 |
| Towards Unsupervised Image Captioning with Shared Multimodal Embeddings | Aug 25, 2019 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Revisiting Semantic Representation and Tree Search for Similar Question Retrieval | Aug 22, 2019 | AllInformation Retrieval | CodeCode Available | 0 |
| Hamming Sentence Embeddings for Information Retrieval | Aug 15, 2019 | DecoderInformation Retrieval | —Unverified | 0 |
| Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding | Aug 14, 2019 | Knowledge DistillationNatural Language Understanding | CodeCode Available | 0 |
| Quality Estimation and Translation Metrics via Pre-trained Word and Sentence Embeddings | Aug 1, 2019 | Machine Translationregression | —Unverified | 0 |
| Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English | Aug 1, 2019 | SentenceSentence Embeddings | —Unverified | 0 |
| Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings | Aug 1, 2019 | Active LearningDomain Adaptation | CodeCode Available | 0 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 |
| WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia | Jul 10, 2019 | ArticlesSentence | CodeCode Available | 0 |
| Fast developing of a Natural Language Interface for a Portuguese WordNet: Leveraging on Sentence Embeddings | Jul 1, 2019 | Natural Language QueriesSentence | —Unverified | 0 |
| Single-Document Summarization Using Sentence Embeddings and K-Means Clustering | Jul 1, 2019 | ClusteringDocument Summarization | —Unverified | 0 |
| Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts | Jul 1, 2019 | Reinforcement LearningSemantic Similarity | —Unverified | 0 |
| Empirical Linguistic Study of Sentence Embeddings | Jul 1, 2019 | SentenceSentence Embeddings | —Unverified | 0 |
