| Class Embeddings for Improved Out-of-Scope Detection in Intent Classification | Nov 16, 2021 | intent-classificationIntent Classification | —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 |
| Representation of Ambiguity in Pre-Trained Sentence Embeddings | Nov 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —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 |
| 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 |
| Cross-lingual Sentence Embedding using Multi-Task Learning | Nov 1, 2021 | Multi-Task LearningSemantic Similarity | —Unverified | 0 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning | Nov 1, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Locality Preserving Sentence Encoding | Nov 1, 2021 | Semantic SimilaritySemantic Textual 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 |
| FinEAS: Financial Embedding Analysis of Sentiment | Oct 31, 2021 | SentenceSentence Embeddings | CodeCode Available | 1 |
| 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 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Oct 10, 2021 | Representation LearningSentence | —Unverified | 0 |
| Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings | Oct 5, 2021 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| A Case Study to Reveal if an Area of Interest has a Trend in Ongoing Tweets Using Word and Sentence Embeddings | Oct 2, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences | Oct 2, 2021 | ClusteringSentence | CodeCode Available | 0 |
| DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings | Sep 26, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach | Sep 9, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
