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Sentence Embeddings

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TitleStatusHype
Class Embeddings for Improved Out-of-Scope Detection in Intent Classification—0
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings—0
Representation of Ambiguity in Pre-Trained Sentence Embeddings—0
Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets—0
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics—0
Evaluating Metrics for Bias in Word Embeddings—0
Variation and generality in encoding of syntactic anomaly information in sentence embeddings—0
Critical Sentence Identification in Legal Cases Using Multi-Class Classification—0
Cross-lingual Sentence Embedding using Multi-Task Learning—0
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding LearningCode1
Locality Preserving Sentence Encoding—0
A Unified Approach to Discourse Relation Classification in nine Languages—0
Quality Estimation Using Round-trip Translation with Sentence Embeddings—0
FinEAS: Financial Embedding Analysis of SentimentCode1
TransAug: Translate as Augmentation for Sentence Embeddings—0
Semantic Tokenizer for Enhanced Natural Language Processing—0
Semantic Search as Extractive Paraphrase Span Detection—0
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence—0
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks—0
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence EmbeddingsCode0
A Case Study to Reveal if an Area of Interest has a Trend in Ongoing Tweets Using Word and Sentence Embeddings—0
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-SentencesCode0
DialogueCSE: Dialogue-based Contrastive Learning of Sentence EmbeddingsCode1
Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach—0
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence EmbeddingCode1
PAUSE: Positive and Annealed Unlabeled Sentence EmbeddingCode1
Imposing Relation Structure in Language-Model Embeddings Using Contrastive LearningCode1
Paragraph Similarity Matches for Generating Multiple-choice Test Items—0
Disambiguating Grammatical Number and Gender With BERT—0
Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text—0
Are Language-Agnostic Sentence Representations Actually Language-Agnostic?—0
Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree—0
Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering—0
Event Extraction by Associating Event Types and Argument Roles—0
Yseop at FinSim-3 Shared Task 2021: Specializing Financial Domain Learning with Phrase Representations—0
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsCode1
FKIE_itf_2021 at CASE 2021 Task 1: Using Small Densely Fully Connected Neural Nets for Event Detection and Clustering—0
Finding BERT’s Idiomatic Key—0
Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative FilteringCode0
C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings—0
How does BERT process disfluency?—0
Transformers for Headline Selection for Russian News ClustersCode0
Semantic sentence similarity: size does not always matter—0
Sentence Embeddings using Supervised Contrastive LearningCode0
LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models—0
Self-Guided Contrastive Learning for BERT Sentence RepresentationsCode1
Mesure de similarité textuelle pour l’évaluation automatique de copies d’étudiants (Textual similarity measurement for automatic evaluation of students’ answers)—0
Unsupervised document summarization using pre-trained sentence embeddings and graph centrality—0
Constructing Flow Graphs from Procedural Cybersecurity TextsCode0
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining—0
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