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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts
Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation
Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support
Abstract Meaning Representation for Hospital Discharge Summarization
When Does Meaning Backfire? Investigating the Role of AMRs in NLI
Factors affecting the in-context learning abilities of LLMs for dialogue state tracking
Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models
Mechanistic Decomposition of Sentence Representations
Rethinking the Understanding Ability across LLMs through Mutual Information
LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based Methods
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering
Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based Encoding
Survey of Abstract Meaning Representation: Then, Now, Future
Sentence Embeddings as an intermediate target in end-to-end summarisation
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation
JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence Embeddings
Semantic Probabilistic Control of Language Models
Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval
Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks
Leveraging Language Models for Automated Patient Record Linkage
sEEG-based Encoding for Sentence Retrieval: A Contrastive Learning Approach to Brain-Language Alignment
A Framework for Lightweight Responsible Prompting Recommendation
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAP
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters
A Retrieval-Based Approach to Medical Procedure Matching in Romanian
SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement
IPCGRL: Language-Instructed Reinforcement Learning for Procedural Level Generation
Text Compression for Efficient Language Generation
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation
SINdex: Semantic INconsistency Index for Hallucination Detection in LLMs
FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis
SR-LLM: Rethinking the Structured Representation in Large Language Model
Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic Similarity
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