| A simple method for domain adaptation of sentence embeddings | Aug 25, 2020 | Domain AdaptationSentence | —Unverified | 0 |
| Exploratory Search with Sentence Embeddings | Jul 22, 2020 | SentenceSentence Embeddings | —Unverified | 0 |
| Book Success Prediction with Pretrained Sentence Embeddings and Readability Scores | Jul 21, 2020 | Decision MakingSentence | —Unverified | 0 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Detecting Ongoing Events Using Contextual Word and Sentence Embeddings | Jul 2, 2020 | AttributeEvent Detection | —Unverified | 0 |
| Cross-language sentiment analysis of European Twitter messages during the COVID-19 pandemic | Jul 1, 2020 | SentenceSentence Embeddings | —Unverified | 0 |
| Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings | Jul 1, 2020 | ArticlesCommunity Detection | —Unverified | 0 |
| A Metric Learning Approach to Misogyny Categorization | Jul 1, 2020 | Metric LearningRepresentation Learning | —Unverified | 0 |
| How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation | Jun 16, 2020 | SentenceSentence Embeddings | CodeCode Available | 0 |
| DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations | Jun 5, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features | Jun 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| The INESC-ID Multi-Modal System for the ADReSS 2020 Challenge | May 29, 2020 | ClassificationSentence | —Unverified | 0 |
| Catching Attention with Automatic Pull Quote Selection | May 27, 2020 | ArticlesMixture-of-Experts | CodeCode Available | 0 |
| Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline | May 15, 2020 | Language ModellingSentence | CodeCode Available | 0 |
| Learning to hash with semantic similarity metrics and empirical KL divergence | May 11, 2020 | Image RetrievalRetrieval | —Unverified | 0 |
| Toward Better Storylines with Sentence-Level Language Models | May 11, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Comparative Study of Sentence Embeddings for Contextual Paraphrasing | May 1, 2020 | ClusteringSentence | —Unverified | 0 |
| Evaluation of Sentence Representations in Polish | May 1, 2020 | SentenceSentence Embeddings | —Unverified | 0 |
| Revisiting Round-Trip Translation for Quality Estimation | Apr 29, 2020 | NMTSentence | —Unverified | 0 |
| Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data | Apr 28, 2020 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Faster Depth-Adaptive Transformers | Apr 27, 2020 | Sentence Embeddingstext-classification | —Unverified | 0 |
| ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | Apr 27, 2020 | Humor DetectionSentence | CodeCode Available | 1 |
| Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation | Apr 21, 2020 | Knowledge DistillationSentence | CodeCode Available | 1 |
| Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer | Apr 10, 2020 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence | Apr 8, 2020 | Sentence EmbeddingsTopic Models | CodeCode Available | 2 |
| Locality Preserving Loss: Neighbors that Live together, Align together | Apr 7, 2020 | Natural Language InferenceSentence Embeddings | —Unverified | 0 |
| Information Leakage in Embedding Models | Mar 31, 2020 | SentenceSentence Embeddings | —Unverified | 0 |
| Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation | Mar 30, 2020 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |
| Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings | Mar 9, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance | Jan 31, 2020 | Machine TranslationSentence | CodeCode Available | 0 |
| Deep Learning for Hindi Text Classification: A Comparison | Jan 19, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Revisiting Paraphrase Question Generator using Pairwise Discriminator | Dec 31, 2019 | DecoderParaphrase Generation | CodeCode Available | 0 |
| ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language | Dec 18, 2019 | ObjectObject Localization | CodeCode Available | 0 |
| BERT has a Moral Compass: Improvements of ethical and moral values of machines | Dec 11, 2019 | MisinformationSentence | —Unverified | 0 |
| Pairwise Neural Machine Translation Evaluation | Dec 5, 2019 | Machine TranslationSentence | —Unverified | 0 |
| Neural Machine Translation: A Review and Survey | Dec 4, 2019 | DecoderMachine Translation | CodeCode Available | 0 |
| COSTRA 1.0: A Dataset of Complex Sentence Transformations | Dec 3, 2019 | SentenceSentence Embedding | —Unverified | 0 |
| Tracing State-Level Obesity Prevalence from Sentence Embeddings of Tweets: A Feasibility Study | Nov 26, 2019 | ClusteringSentence | —Unverified | 0 |
| A Bilingual Generative Transformer for Semantic Sentence Embedding | Nov 10, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents | Nov 5, 2019 | Dialogue GenerationSentence | —Unverified | 0 |
| Vecalign: Improved Sentence Alignment in Linear Time and Space | Nov 1, 2019 | Machine TranslationSentence | —Unverified | 0 |
| Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach | Nov 1, 2019 | Meta-LearningSemantic Similarity | —Unverified | 0 |
| Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection | Nov 1, 2019 | Community Question AnsweringQuestion Answering | —Unverified | 0 |
| Sentence Embeddings for Russian NLU | Oct 29, 2019 | Multiple-choiceParaphrase Identification | CodeCode Available | 0 |
| Evaluation of Sentence Representations in Polish | Oct 25, 2019 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Exploring Multilingual Syntactic Sentence Representations | Oct 25, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Learning Analogy-Preserving Sentence Embeddings for Answer Selection | Oct 11, 2019 | Answer SelectionQuestion Answering | —Unverified | 0 |
| Simple and Effective Paraphrastic Similarity from Parallel Translations | Sep 30, 2019 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation | Sep 30, 2019 | ClusteringMachine Translation | —Unverified | 0 |
| A Critique of the Smooth Inverse Frequency Sentence Embeddings | Sep 30, 2019 | SentenceSentence Embedding | —Unverified | 0 |