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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Parallel Corpus Augmentation using Masked Language Models
FLAG: Financial Long Document Classification via AMR-based GNN
Black-Box Segmentation of Electronic Medical Records
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking
An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models
Target-Aware Language Modeling via Granular Data Sampling
Towards Building Efficient Sentence BERT Models using Layer Pruning
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning
Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement
Exploring Italian sentence embeddings properties through multi-tasking
ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings
Practical token pruning for foundation models in few-shot conversational virtual assistant systems
Extracting Sentence Embeddings from Pretrained Transformer Models
New Curriculum, New Chance -- Retrieval Augmented Generation for Lesson Planning in Ugandan Secondary Schools. Prototype Quality Evaluation
reCSE: Portable Reshaping Features for Sentence Embedding in Self-supervised Contrastive Learning
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval
Open Sentence Embeddings for Portuguese with the Serafim PT* encoders family
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment
BERTer: The Efficient One
Whitening Not Recommended for Classification Tasks in LLMs
Intelligent Multi-Document Summarisation for Extracting Insights on Racial Inequalities from Maternity Incident Investigation Reports
Unveiling the Potential of BERTopic for Multilingual Fake News Analysis -- Use Case: Covid-19
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM
Are there identifiable structural parts in the sentence embedding whole?
Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models
SparseCL: Sparse Contrastive Learning for Contradiction Retrieval
Exploring the Correlation between Human and Machine Evaluation of Simultaneous Speech Translation
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play
Space Decomposition for Sentence Embedding
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