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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor
Complex Ontology Matching with Large Language Model Embeddings
Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models
Generating Text from Uniform Meaning Representation
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models
Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback
2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings
FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language Processing
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs
An Incremental Clustering Baseline for Event Detection on Twitter
Large Concept Models: Language Modeling in a Sentence Representation Space
GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary
Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
Pralekha: An Indic Document Alignment Evaluation Benchmark
DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings
BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques
HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives
Neurosymbolic Graph Enrichment for Grounded World Models
Human-Robot Dialogue Annotation for Multi-Modal Common Ground
SCOUT: A Situated and Multi-Modal Human-Robot Dialogue Corpus
GASE: Generatively Augmented Sentence Encoding
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research
AMREx: AMR for Explainable Fact Verification
A graph-based approach to extracting narrative signals from public discourse
Tiny Transformers Excel at Sentence Compression
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction
Dialectal and Low-Resource Machine Translation for Aromanian
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings
A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks
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