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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
An Improved Approach for Semantic Graph Composition with CCG
Mining Discourse Markers for Unsupervised Sentence Representation Learning
Learning semantic sentence representations from visually grounded language without lexical knowledge
Structural Neural Encoders for AMR-to-text Generation
Context-Aware Cross-Lingual Mapping
Sentence Embedding Alignment for Lifelong Relation Extraction
EAT: a simple and versatile semantic representation format for multi-purpose NLP
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax
Audio-Linguistic Embeddings for Spoken Sentences
Semantic Neural Machine Translation using AMR
Sentence Compression via DC Programming Approach
Human acceptability judgements for extractive sentence compression
No Training Required: Exploring Random Encoders for Sentence Classification
NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings
Sentence transition matrix: An efficient approach that preserves sentence semantics
Context Aware Machine Learning
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond
Sequence to Sequence Learning for Query Expansion
Improving Context-Aware Semantic Relationships in Sparse Mobile Datasets
Hateminers : Detecting Hate speech against Women
Learning to Assemble Neural Module Tree Networks for Visual Grounding
Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding
Verb Argument Structure Alternations in Word and Sentence Embeddings
An empirical evaluation of AMR parsing for legal documents
Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors
Investigating the Effects of Word Substitution Errors on Sentence Embeddings
Exploiting Sentence Embedding for Medical Question Answering
Learning to Embed Sentences Using Attentive Recursive Trees
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings
Word Mover's Embedding: From Word2Vec to Document Embedding
BioSentVec: creating sentence embeddings for biomedical texts
Exploring Sentence Vector Spaces through Automatic Summarization
POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset
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