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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Semantic Search as Extractive Paraphrase Span Detection
S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation
Evaluating Metrics for Bias in Word Embeddings
Variation and generality in encoding of syntactic anomaly information in sentence embeddings
Critical Sentence Identification in Legal Cases Using Multi-Class Classification
FinEAS: Financial Embedding Analysis of Sentiment
Quality Estimation Using Round-trip Translation with Sentence Embeddings
TransAug: Translate as Augmentation for Sentence Embeddings
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing
Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors
Fine-tuning of Pre-trained Transformers for Hate, Offensive, and Profane Content Detection in English and Marathi
Ensembling Graph Predictions for AMR Parsing
Hierarchical Curriculum Learning for AMR Parsing
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence
Transferring Semantic Knowledge Into Language Encoders
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings
Contextualized Semantic Distance between Highly Overlapped Texts
Leveraging Information Bottleneck for Scientific Document Summarization
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences
A Case Study to Reveal if an Area of Interest has a Trend in Ongoing Tweets Using Word and Sentence Embeddings
Neural sentence embedding models for semantic similarity estimation in the biomedical domain
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings
StreamSide: A Fully-Customizable Open-Source Toolkit for Efficient Annotation of Meaning Representations
Intensionalizing Abstract Meaning Representations: Non-Veridicality and Scope
Cross-Register Projection for Headline Part of Speech Tagging
Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach
Smoothed Contrastive Learning for Unsupervised Sentence Embedding
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding
Exploiting Reasoning Chains for Multi-hop Science Question Answering
BERT based classification system for detecting rumours on Twitter
PAUSE: Positive and Annealed Unlabeled Sentence Embedding
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning
Multiplex Graph Neural Network for Extractive Text Summarization
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