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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning
To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation
Hyper-CL: Conditioning Sentence Representations with Hypernetworks
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity
Bridging Language and Items for Retrieval and Recommendation
X-AMR Annotation Tool
Meta-Task Prompting Elicits Embeddings from Large Language Models
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings
2D Matryoshka Sentence Embeddings
UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation
More Discriminative Sentence Embeddings via Semantic Graph Smoothing
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity
Ontology Enhanced Claim Detection
RankSum An unsupervised extractive text summarization based on rank fusion
TexShape: Information Theoretic Sentence Embedding for Language Models
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts
UNSEE: Unsupervised Non-contrastive Sentence Embeddings
A Comprehensive View of the Biases of Toxicity and Sentiment Analysis Methods Towards Utterances with African American English Expressions
Linguistic-Based Mild Cognitive Impairment Detection Using Informative Loss
Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation
Tracing the Genealogies of Ideas with Large Language Model Embeddings
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings
Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features
Disentangling continuous and discrete linguistic signals in transformer-based sentence embeddings
Grammatical information in BERT sentence embeddings as two-dimensional arrays
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation?
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences
AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite
Some Like It Small: Czech Semantic Embedding Models for Industry Applications
CAMRA: Copilot for AMR Annotation
Compositional Fusion of Signals in Data Embedding
Translation Aligned Sentence Embeddings for Turkish Language
OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking
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