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Sentence Embedding

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TitleStatusHype
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddingsCode1
AugCSE: Contrastive Sentence Embedding with Diverse AugmentationsCode1
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence EmbeddingCode0
Holistic Sentence Embeddings for Better Out-of-Distribution DetectionCode0
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding—0
InfoCSE: Information-aggregated Contrastive Learning of Sentence EmbeddingsCode1
PQLM -- Multilingual Decentralized Portable Quantum Language Model for Privacy Protection—0
GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERTCode0
Very Low Resource Sentence Alignment: Luhya and Swahili—0
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss—0
Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models—0
A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question AnsweringCode0
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings LearningCode0
Ranking-Enhanced Unsupervised Sentence Representation LearningCode1
Building Machine Translation System for Software Product Descriptions Using Domain-specific Sub-corpora Extraction—0
Reweighting Strategy based on Synthetic Data Identification for Sentence SimilarityCode1
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm—0
Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models—0
Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining—0
Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations—0
Evaluating Gender Bias Transfer from Film Data—0
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question AnsweringCode1
kpfriends at SemEval-2022 Task 2: NEAMER - Named Entity Augmented Multi-word Expression Recognizer—0
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection—0
A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title GenerationCode0
On the Effectiveness of Sentence Encoding for Intent Detection Meta-LearningCode1
YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning—0
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense RetrievalCode0
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved NegativesCode1
SansTib, a Sanskrit - Tibetan Parallel Corpus and Bilingual Sentence Embedding Model—0
Building a Synthetic Biomedical Research Article Citation Linkage Corpus—0
Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings—0
EMS: Efficient and Effective Massively Multilingual Sentence Embedding LearningCode0
Learning Dialogue Representations from Consecutive UtterancesCode1
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-EncoderCode2
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation—0
EASE: Entity-Aware Contrastive Learning of Sentence EmbeddingCode1
Predicting scalar diversity with context-driven uncertainty over alternatives—0
A Survey on Sentence Embedding Models Performance for Patent AnalysisCode0
MCSE: Multimodal Contrastive Learning of Sentence EmbeddingsCode1
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence EmbeddingCode1
Residue-Based Natural Language Adversarial Attack DetectionCode0
kpfriends at SemEval-2022 Task 2: NEAMER -- Named Entity Augmented Multi-word Expression Recognizer—0
Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models—0
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection—0
drsphelps at SemEval-2022 Task 2: Learning idiom representations using BERTRAM—0
Efficient comparison of sentence embeddings—0
TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation—0
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence EmbeddingsCode1
Just Rank: Rethinking Evaluation with Word and Sentence SimilaritiesCode1
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