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Sentence Similarity

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Showing 1–50 of 194 papers

TitleStatusHype
LinkBERT: Pretraining Language Models with Document LinksCode2
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersCode1
Extracting Latent Steering Vectors from Pretrained Language ModelsCode1
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection TaskCode1
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic FeaturesCode1
From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive SummarizationCode1
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and ClusteringCode1
Parallel Sentence Mining by Constrained DecodingCode1
SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity EvaluationCode1
Contrastive Learning and Mixture of Experts Enables Precise Vector EmbeddingsCode1
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence LearningCode1
SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsCode1
Neural Paraphrase Generation with Stacked Residual LSTM NetworksCode1
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
On the Effect of Dropping Layers of Pre-trained Transformer ModelsCode1
Gloss Attention for Gloss-free Sign Language TranslationCode1
Just Rank: Rethinking Evaluation with Word and Sentence SimilaritiesCode1
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation LearningCode1
Sentence Ordering and Coherence Modeling using Recurrent Neural NetworksCode1
SuperGLEBer: German Language Understanding Evaluation BenchmarkCode1
What Do Self-Supervised Speech Models Know About Words?Code1
Contrastive Learning of Sentence Embeddings from ScratchCode1
Deep Learning Enabled Semantic Communication SystemsCode1
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillationsCode1
Subspace Representations for Soft Set Operations and Sentence SimilaritiesCode1
BioELECTRA:Pretrained Biomedical text Encoder using DiscriminatorsCode1
A Divide-and-Conquer Approach to the Summarization of Long DocumentsCode1
Reweighting Strategy based on Synthetic Data Identification for Sentence SimilarityCode1
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERTCode1
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical SubstitutionCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Example-Driven Intent Prediction with ObserversCode1
Building a Monolingual Parallel Corpus for Text Simplification Using Sentence Similarity Based on Alignment between Word Embeddings—0
Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning—0
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval—0
BIT at SemEval-2016 Task 1: Sentence Similarity Based on Alignments and Vector with the Weight of Information Content—0
BIOSSES: A Semantic Sentence Similarity Estimation System for the Biomedical Domain—0
A Proposal for Linguistic Similarity Datasets Based on Commonality Lists—0
“Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification?—0
A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation—0
Covid-Transformer: Detecting COVID-19 Trending Topics on Twitter Using Universal Sentence Encoder—0
BaIT: Barometer for Information Trustworthiness—0
A Distribution-Based Threshold for Determining Sentence Similarity—0
DeepTitle -- Leveraging BERT to generate Search Engine Optimized Headlines—0
AZMAT: Sentence Similarity Using Associative Matrices—0
An Introduction to Natural Language Processing Techniques and Framework for Clinical Implementation in Radiation Oncology—0
Computing Fuzzy Rough Set based Similarities with Fuzzy Inference and Its Application to Sentence Similarity Computations—0
Composition of Sentence Embeddings:Lessons from Statistical Relational Learning—0
AWE: Asymmetric Word Embedding for Textual Entailment—0
Additive Compositionality of Word Vectors—0
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