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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries
Natural Language Decompositions of Implicit Content Enable Better Text Representations
Sentence Representations via Gaussian Embedding
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives
Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning
Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding
Adapting Sentence Transformers for the Aviation Domain
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering
Semantic Composition in Visually Grounded Language Models
A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding
Multilevel Sentence Embeddings for Personality Prediction
Reinforcement Learning for Topic Models
In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence
Improving Contrastive Learning of Sentence Embeddings from AI Feedback
Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings?
Compressing Sentence Representation with maximum Coding Rate Reduction
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models
Semantic Tokenizer for Enhanced Natural Language Processing
Lost in Translationese? Reducing Translation Effect Using Abstract Meaning Representation
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings
Interpretable Detection of Out-of-Context Misinformation with Neural-Symbolic-Enhanced Large Multimodal Model
Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection
TagGPT: Large Language Models are Zero-shot Multimodal Taggers
Static Fuzzy Bag-of-Words: a lightweight sentence embedding algorithm
On Codex Prompt Engineering for OCL Generation: An Empirical Study
Factor Decomposed Generative Adversarial Networks for Text-to-Image Synthesis
Return of the RNN: Residual Recurrent Networks for Invertible Sentence Embeddings
Neuro-symbolic Commonsense Social Reasoning
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence Embeddings
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