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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection
Don't Forget to Connect! Improving RAG with Graph-based Reranking
DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entries
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis
High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates
Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser
Span-Aggregatable, Contextualized Word Embeddings for Effective Phrase Mining
Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation
Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach
Analyzing the Role of Semantic Representations in the Era of Large Language Models
Characterising the Creative Process in Humans and Large Language Models
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks
Missed Connections: Lateral Thinking Puzzles for Large Language Models
Threat Behavior Textual Search by Attention Graph Isomorphism
Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models
Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment
Sentence-level Media Bias Analysis with Event Relation Graph
Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation
Debiasing Sentence Embedders through Contrastive Word Pairs
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts
Making Sentence Embeddings Robust to User-Generated Content
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings
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