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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement Prediction
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings
Validating ChatGPT Facts through RDF Knowledge Graphs and Sentence Similarity
Sparse Contrastive Learning of Sentence Embeddings
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
An Efficient Self-Supervised Cross-View Training For Sentence Embedding
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance
Content Significance Distribution of Sub-Text Blocks in Articles and Its Application to Article-Organization Assessment
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification
Japanese SimCSE Technical Report
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders
Lost in Translation -- Multilingual Misinformation and its Evolution
TST$^\mathrm{R}$: Target Similarity Tuning Meets the Real World
Non-contrastive sentence representations via self-supervision
"You Are An Expert Linguistic Annotator": Limits of LLMs as Analyzers of Abstract Meaning Representation
This Reads Like That: Deep Learning for Interpretable Natural Language Processing
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks
On the Dimensionality of Sentence Embeddings
On the Language Encoder of Contrastive Cross-modal Models
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings
Guiding AMR Parsing with Reverse Graph Linearization
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE
Decoding Emotional Experiences in Dyadic Conversations of Married Couples: Leveraging Semantic Similarity through Sentence Embedding
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought
Sentence Attention Blocks for Answer Grounding
Semantic Text Compression for Classification
Not Enough Labeled Data? Just Add Semantics: A Data-Efficient Method for Inferring Online Health Texts
Do Large GPT Models Discover Moral Dimensions in Language Representations? A Topological Study Of Sentence Embeddings
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective
Gpachov at CheckThat! 2023: A Diverse Multi-Approach Ensemble for Subjectivity Detection in News Articles
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