| On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding | Oct 11, 2022 | Representation LearningSentence | —Unverified | 0 |
| PQLM -- Multilingual Decentralized Portable Quantum Language Model for Privacy Protection | Oct 6, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 |
| Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models | Oct 1, 2022 | Data AugmentationDiagnostic | —Unverified | 0 |
| Very Low Resource Sentence Alignment: Luhya and Swahili | Oct 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering | Oct 1, 2022 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss | Oct 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning | Sep 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Building Machine Translation System for Software Product Descriptions Using Domain-specific Sub-corpora Extraction | Sep 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm | Aug 19, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models | Aug 17, 2022 | Data AugmentationDiagnostic | —Unverified | 0 |
| A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation | Jul 1, 2022 | SentenceSentence Embedding | CodeCode Available | 0 |
| Evaluating Gender Bias Transfer from Film Data | Jul 1, 2022 | Dialogue GenerationMachine Translation | —Unverified | 0 |
| kpfriends at SemEval-2022 Task 2: NEAMER - Named Entity Augmented Multi-word Expression Recognizer | Jul 1, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining | Jul 1, 2022 | Intent DiscoveryLanguage Modeling | —Unverified | 0 |
| YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning | Jul 1, 2022 | Contrastive LearningSentence | —Unverified | 0 |
| Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations | Jul 1, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection | Jul 1, 2022 | ClassificationSentence | —Unverified | 0 |
| Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval | Jun 7, 2022 | Language ModellingPassage Retrieval | CodeCode Available | 0 |
| Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings | Jun 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Building a Synthetic Biomedical Research Article Citation Linkage Corpus | Jun 1, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| SansTib, a Sanskrit - Tibetan Parallel Corpus and Bilingual Sentence Embedding Model | Jun 1, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning | May 31, 2022 | Contrastive LearningGenre classification | CodeCode Available | 0 |
| SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation | May 17, 2022 | Representation LearningRetrieval | —Unverified | 0 |
| Predicting scalar diversity with context-driven uncertainty over alternatives | May 1, 2022 | DiversitySentence | —Unverified | 0 |
| A Survey on Sentence Embedding Models Performance for Patent Analysis | Apr 28, 2022 | Patent classificationSentence | CodeCode Available | 0 |
| kpfriends at SemEval-2022 Task 2: NEAMER -- Named Entity Augmented Multi-word Expression Recognizer | Apr 17, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Residue-Based Natural Language Adversarial Attack Detection | Apr 17, 2022 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models | Apr 16, 2022 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection | Apr 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| drsphelps at SemEval-2022 Task 2: Learning idiom representations using BERTRAM | Apr 6, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Efficient comparison of sentence embeddings | Apr 2, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals | Feb 7, 2022 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| CL-ReKD: Cross-lingual Knowledge Distillation for Multilingual Retrieval Question Answering | Jan 16, 2022 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Residue-Based Natural Language Adversarial Attack Detection | Jan 16, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Semantic and sentiment analysis of selected Bhagavad Gita translations using BERT-based language framework | Jan 9, 2022 | Deep LearningLanguage Modelling | CodeCode Available | 0 |
| CAWESumm: A Contextual and Anonymous Walk Embedding Based Extractive Summarization of Legal Bills | Dec 1, 2021 | Document EmbeddingExtractive Summarization | —Unverified | 0 |
| S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding | Nov 23, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation | Nov 17, 2021 | DiversityImage Generation | —Unverified | 0 |
| Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking | Nov 16, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| RepAL: A Simple and Plug-and-play Method for Improving Unsupervised Sentence Representations | Nov 16, 2021 | Representation LearningSentence | —Unverified | 0 |
| Static Fuzzy Bag-of-Words: a Lightweight and Fast Sentence Embedding Algorithm | Nov 1, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Locality Preserving Sentence Encoding | Nov 1, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding | Nov 1, 2021 | RetrievalSemantic Similarity | —Unverified | 0 |
| Building the Directed Semantic Graph for Coherent Long Text Generation | Nov 1, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Measuring Similarity of Opinion-bearing Sentences | Nov 1, 2021 | SentenceSentence Embedding | CodeCode Available | 0 |