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Sentence Similarity

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Showing 1–50 of 194 papers

TitleStatusHype
LinkBERT: Pretraining Language Models with Document LinksCode2
SuperGLEBer: German Language Understanding Evaluation BenchmarkCode1
From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive SummarizationCode1
Contrastive Learning and Mixture of Experts Enables Precise Vector EmbeddingsCode1
Gloss Attention for Gloss-free Sign Language TranslationCode1
What Do Self-Supervised Speech Models Know About Words?Code1
Contrastive Learning of Sentence Embeddings from ScratchCode1
C-STS: Conditional Semantic Textual SimilarityCode1
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation LearningCode1
Subspace Representations for Soft Set Operations and Sentence SimilaritiesCode1
Reweighting Strategy based on Synthetic Data Identification for Sentence SimilarityCode1
SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity EvaluationCode1
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic FeaturesCode1
Extracting Latent Steering Vectors from Pretrained Language ModelsCode1
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and ClusteringCode1
Just Rank: Rethinking Evaluation with Word and Sentence SimilaritiesCode1
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence LearningCode1
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillationsCode1
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical SubstitutionCode1
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERTCode1
BioELECTRA:Pretrained Biomedical text Encoder using DiscriminatorsCode1
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersCode1
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
Example-Driven Intent Prediction with ObserversCode1
Parallel Sentence Mining by Constrained DecodingCode1
Deep Learning Enabled Semantic Communication SystemsCode1
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection TaskCode1
A Divide-and-Conquer Approach to the Summarization of Long DocumentsCode1
On the Effect of Dropping Layers of Pre-trained Transformer ModelsCode1
SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsCode1
Sentence Ordering and Coherence Modeling using Recurrent Neural NetworksCode1
Neural Paraphrase Generation with Stacked Residual LSTM NetworksCode1
EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models—0
Can Vision-Language Models Understand and Interpret Dynamic Gestures from Pedestrians? Pilot Datasets and Exploration Towards Instructive Nonverbal Commands for Cooperative Autonomous Vehicles—0
Coarse-to-Fine Semantic Communication Systems for Text Transmission—0
How does a Multilingual LM Handle Multiple Languages?—0
Can linguists better understand DNA?Code0
3D Spatial Understanding in MLLMs: Disambiguation and Evaluation—0
A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text SummarizationCode0
Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on TwitterCode0
Towards Quantifying The Privacy Of Redacted Text—0
No Dataset Needed for Downstream Knowledge Benchmarking: Response Dispersion Inversely Correlates with Accuracy on Domain-specific QA—0
Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning—0
Word Embedding Dimension Reduction via Weakly-Supervised Feature SelectionCode0
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors DetectionCode0
MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis—0
Data Augmentation Techniques for Process Extraction from Scientific Publications—0
Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark—0
Span-Aggregatable, Contextualized Word Embeddings for Effective Phrase Mining—0
Self-Critical Alternate Learning based Semantic Broadcast Communication—0
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