| PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE | May 1, 2022 | Abusive LanguageSentence | —Unverified | 0 |
| A Survey on Sentence Embedding Models Performance for Patent Analysis | Apr 28, 2022 | Patent classificationSentence | CodeCode Available | 0 |
| Approach to Predicting News -- A Precise Multi-LSTM Network With BERT | Apr 26, 2022 | Document EmbeddingSentence | CodeCode Available | 0 |
| Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi | Apr 19, 2022 | ArticlesClassification | —Unverified | 0 |
| Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings | Apr 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level Representations | Apr 7, 2022 | Contrastive LearningDenoising | —Unverified | 0 |
| Efficient comparison of sentence embeddings | Apr 2, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| The SAME score: Improved cosine based bias score for word embeddings | Mar 28, 2022 | SentenceSentence Embeddings | —Unverified | 0 |
| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations | Mar 14, 2022 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 |
| A Mutually Reinforced Framework for Pretrained Sentence Embeddings | Feb 28, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference | Feb 21, 2022 | Common Sense ReasoningModel Selection | CodeCode Available | 0 |
| Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals | Feb 7, 2022 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| Classification on Sentence Embeddings for Legal Assistance | Feb 5, 2022 | ClassificationInformation Retrieval | —Unverified | 0 |
| Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings | Feb 4, 2022 | Depth EstimationInstance Segmentation | —Unverified | 0 |
| Improve Sentence Alignment by Divide-and-conquer | Jan 18, 2022 | Optical Character Recognition (OCR)Sentence | —Unverified | 0 |
| GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Deep Continuous Prompt for Contrastive Learning of Sentence Embeddings | Jan 16, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Jan 16, 2022 | Representation LearningSentence | —Unverified | 0 |
| Toward Automatic Misinformation Detection Utilizing Fact-checked Information | Jan 16, 2022 | Fact CheckingMisinformation | —Unverified | 0 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Learning Monolingual Sentence Embeddings with Large-scale Parallel Translation Datasets | Jan 16, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Unsupervised Sentence Simplification via Dependency Parsing | Jan 16, 2022 | Dependency ParsingSentence | —Unverified | 0 |
| Toward Educator-focused Automated Scoring Systems for Reading and Writing | Dec 22, 2021 | Automated Essay ScoringSentence | —Unverified | 0 |
| Sentence Embeddings and High-speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents | Dec 21, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains | Dec 15, 2021 | SegmentationSentence | CodeCode Available | 0 |
| Semantic Search as Extractive Paraphrase Span Detection | Dec 9, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| FinRead: A Transfer Learning Based Tool to Assess Readability of Definitions of Financial Terms | Dec 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Contrastive Learning of Sentence Representations | Dec 1, 2021 | Contrastive LearningSemantic Similarity | —Unverified | 0 |
| S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding | Nov 23, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Discrete Wavelet Transform for Efficient Word Embeddings and Sentence Encoding | Nov 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Representation of Ambiguity in Pre-Trained Sentence Embeddings | Nov 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Class Embeddings for Improved Out-of-Scope Detection in Intent Classification | Nov 16, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking | Nov 16, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| Compressing Sentence Representation via Homomorphic Projective Distillation | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics | Nov 16, 2021 | ClusteringSentence | —Unverified | 0 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Nov 16, 2021 | DenoisingSemantic Similarity | —Unverified | 0 |
| Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —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 |
| Evaluating Metrics for Bias in Word Embeddings | Nov 15, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Variation and generality in encoding of syntactic anomaly information in sentence embeddings | Nov 12, 2021 | Anomaly DetectionSentence | —Unverified | 0 |
| Critical Sentence Identification in Legal Cases Using Multi-Class Classification | Nov 10, 2021 | ClassificationMulti-class Classification | —Unverified | 0 |
| Locality Preserving Sentence Encoding | Nov 1, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Cross-lingual Sentence Embedding using Multi-Task Learning | Nov 1, 2021 | Multi-Task LearningSemantic Similarity | —Unverified | 0 |
| A Unified Approach to Discourse Relation Classification in nine Languages | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Quality Estimation Using Round-trip Translation with Sentence Embeddings | Oct 31, 2021 | Machine TranslationRepresentation Learning | —Unverified | 0 |
| TransAug: Translate as Augmentation for Sentence Embeddings | Oct 30, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Semantic Tokenizer for Enhanced Natural Language Processing | Oct 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Semantic Search as Extractive Paraphrase Span Detection | Oct 16, 2021 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence | Oct 14, 2021 | SegmentationSentence | —Unverified | 0 |