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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
SimCSE: Simple Contrastive Learning of Sentence Embeddings
Are Classes Clusters?
Generating Datasets with Pretrained Language Models
Sentence Embeddings by Ensemble Distillation
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models
WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding
Text to Image Generation with Semantic-Spatial Aware GAN
Persistence Homology of TEDtalk: Do Sentence Embeddings Have a Topological Shape?
Automatic Difficulty Classification of Arabic Sentences
Parsing Indonesian Sentence into Abstract Meaning Representation using Machine Learning Approach
MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture
Non-Autoregressive Text Generation with Pre-trained Language Models
Unsupervised Sentence-embeddings by Manifold Approximation and Projection
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks
With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms
Evaluation Discrepancy Discovery: A Sentence Compression Case-study
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity
A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification
Narrative Incoherence Detection
Checking Fact Worthiness using Sentence Embeddings
Objective-Based Hierarchical Clustering of Deep Embedding Vectors
Primer AI's Systems for Acronym Identification and Disambiguation
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
High Quality Real-Time Structured Debate Generation
Zero-Shot Audio Classification via Semantic Embeddings
IIT_kgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports
Positional Artefacts Propagate Through Masked Language Model Embeddings
Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis
I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning
On the Sentence Embeddings from Pre-trained Language Models
Vec2Sent: Probing Sentence Embeddings with Natural Language Generation
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