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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching
Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs
Language with Vision: a Study on Grounded Word and Sentence Embeddings
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering
A Survey : Neural Networks for AMR-to-Text
Cross-lingual AMR Aligner: Paying Attention to Cross-Attention
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features
Transition-based Abstract Meaning Representation Parsing with Contextual Embeddings
Unsupervised Sentence Simplification via Dependency Parsing
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval
Finetuning a Kalaallisut-English machine translation system using web-crawled data
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion
Learning Dialogue Representations from Consecutive Utterances
Improve Event Extraction via Self-Training with Gradient Guidance
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning
Persian Abstract Meaning Representation: Annotation Guidelines and Gold Standard Dataset
Topic Modelling on Consumer Financial Protection Bureau Data: An Approach Using BERT Based Embeddings
EASE: Entity-Aware Contrastive Learning of Sentence Embedding
Inducing and Using Alignments for Transition-based AMR Parsing
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures
A Survey on Sentence Embedding Models Performance for Patent Analysis
Approach to Predicting News -- A Precise Multi-LSTM Network With BERT
MCSE: Multimodal Contrastive Learning of Sentence Embeddings
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs
kpfriends at SemEval-2022 Task 2: NEAMER -- Named Entity Augmented Multi-word Expression Recognizer
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