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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning
Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards
Towards Unsupervised Image Captioning with Shared Multimodal Embeddings
Revisiting Semantic Representation and Tree Search for Similar Question Retrieval
Hamming Sentence Embeddings for Information Retrieval
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding
Separating Argument Structure from Logical Structure in AMR
Predicting Human Activities from User-Generated Content
STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings
GLOSS: Generative Latent Optimization of Sentence Representations
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia
Multilingual Universal Sentence Encoder for Semantic Retrieval
Representation, Exploration and Recommendation of Music Playlists
Single-Document Summarization Using Sentence Embeddings and K-Means Clustering
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion
Hierarchical Document Encoder for Parallel Corpus Mining
Low-Resource Corpus Filtering using Multilingual Sentence Embeddings
Learning Compressed Sentence Representations for On-Device Text Processing
Learning Interpretable Models Using Uncertainty Oracles
Correlating Twitter Language with Community-Level Health Outcomes
Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron
Pitfalls in the Evaluation of Sentence Embeddings
Towards Lossless Encoding of Sentences
Global Textual Relation Embedding for Relational Understanding
SEMA: an Extended Semantic Evaluation Metric for AMR
Augmenting Data with Mixup for Sentence Classification: An Empirical Study
Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes
Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection
KnowBias: A Novel AI Method to Detect Polarity in Online Content
Neural Text Generation from Rich Semantic Representations
Query-focused Sentence Compression in Linear Time
Automatic Accuracy Prediction for AMR Parsing
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression
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