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Sentence Embedding

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TitleStatusHype
Are Classes Clusters?—0
Sentence Embeddings by Ensemble Distillation—0
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding LearningCode1
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language ModelsCode1
WhiteningBERT: An Easy Unsupervised Sentence Embedding ApproachCode1
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding—0
ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets—0
CUSATNLP@DravidianLangTech-EACL2021:Language Agnostic Classification of Offensive Content in Tweets—0
Text to Image Generation with Semantic-Spatial Aware GANCode1
MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture—0
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification—0
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks—0
Contrasting distinct structured views to learn sentence embeddings—0
Deep Representational Re-tuning using Contrastive TensionCode1
Narrative Incoherence Detection—0
Objective-Based Hierarchical Clustering of Deep Embedding Vectors—0
Learning distributed sentence vectors with bi-directional 3D convolutions—0
Sentence Analogies: Linguistic Regularities in Sentence Embeddings—0
Word Embedding Binarization with Semantic Information Preservation—0
High Quality Real-Time Structured Debate GenerationCode1
On the Sentence Embeddings from Pre-trained Language ModelsCode1
Improving Parallel Data Identification using Iteratively Refined Sentence Alignments and Bilingual Mappings of Pre-trained Language Models—0
Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts—0
CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets—0
Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15—0
Stacking Neural Network Models for Automatic Short Answer Scoring—0
ComStreamClust: a communicative multi-agent approach to text clustering in streaming dataCode1
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models—0
An Unsupervised Sentence Embedding Method by Mutual Information MaximizationCode1
A Comparative Study on Structural and Semantic Properties of Sentence EmbeddingsCode0
Hierarchical GPT with Congruent Transformers for Multi-Sentence Language Models—0
Sentence Guided Temporal Modulation for Dynamic Video Thumbnail Generation—0
KR-BERT: A Small-Scale Korean-Specific Language ModelCode1
Improving One-stage Visual Grounding by Recursive Sub-query ConstructionCode1
Language-agnostic BERT Sentence EmbeddingCode1
Video Moment Localization using Object Evidence and Reverse CaptioningCode1
Language Guided Networks for Cross-modal Moment Retrieval—0
A novel sentence embedding based topic detection method for micro-blog—0
Harbsafe-162. A Domain-Specific Data Set for the Intrinsic Evaluation of Semantic Representations for Terminological Data—0
SentPWNet: A Unified Sentence Pair Weighting Network for Task-specific Sentence Embedding—0
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation—0
ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational HumorCode1
Making Monolingual Sentence Embeddings Multilingual using Knowledge DistillationCode1
Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning—0
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer—0
Prob2Vec: Mathematical Semantic Embedding for Problem Retrieval in Adaptive Tutoring—0
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings—0
Efficient Sentence Embedding via Semantic Subspace AnalysisCode1
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word ModelsCode1
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs—0
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