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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features
Harbsafe-162. A Domain-Specific Data Set for the Intrinsic Evaluation of Semantic Representations for Terminological Data
The INESC-ID Multi-Modal System for the ADReSS 2020 Challenge
Catching Attention with Automatic Pull Quote Selection
SentPWNet: A Unified Sentence Pair Weighting Network for Task-specific Sentence Embedding
Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline
Learning to hash with semantic similarity metrics and empirical KL divergence
Toward Better Storylines with Sentence-Level Language Models
Revisiting Round-Trip Translation for Quality Estimation
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data
ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor
Faster Depth-Adaptive Transformers
Combining Word Embeddings and N-grams for Unsupervised Document Summarization
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation
Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning
A Human Evaluation of AMR-to-English Generation Systems
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence
Machine Translation with Unsupervised Length-Constraints
Locality Preserving Loss: Neighbors that Live together, Align together
Information Leakage in Embedding Models
Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation
Prob2Vec: Mathematical Semantic Embedding for Problem Retrieval in Adaptive Tutoring
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings
Efficient Sentence Embedding via Semantic Subspace Analysis
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models
Syntactically Look-Ahead Attention Network for Sentence Compression
A Difference-of-Convex Programming Approach With Parallel Branch-and-Bound For Sentence Compression Via A Hybrid Extractive Model
Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance
AMR Similarity Metrics from Principles
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs
DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction
Deep Learning for Hindi Text Classification: A Comparison
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.