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Showing 1–50 of 194 papers

TitleStatusHype
LinkBERT: Pretraining Language Models with Document LinksCode2
Parallel Sentence Mining by Constrained DecodingCode1
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation LearningCode1
Contrastive Learning of Sentence Embeddings from ScratchCode1
Extracting Latent Steering Vectors from Pretrained Language ModelsCode1
Deep Learning Enabled Semantic Communication SystemsCode1
Reweighting Strategy based on Synthetic Data Identification for Sentence SimilarityCode1
SuperGLEBer: German Language Understanding Evaluation BenchmarkCode1
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillationsCode1
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and ClusteringCode1
From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive SummarizationCode1
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical SubstitutionCode1
Example-Driven Intent Prediction with ObserversCode1
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic FeaturesCode1
SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity EvaluationCode1
On the Effect of Dropping Layers of Pre-trained Transformer ModelsCode1
SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsCode1
Subspace Representations for Soft Set Operations and Sentence SimilaritiesCode1
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence LearningCode1
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERTCode1
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection TaskCode1
Just Rank: Rethinking Evaluation with Word and Sentence SimilaritiesCode1
Contrastive Learning and Mixture of Experts Enables Precise Vector EmbeddingsCode1
What Do Self-Supervised Speech Models Know About Words?Code1
Gloss Attention for Gloss-free Sign Language TranslationCode1
BioELECTRA:Pretrained Biomedical text Encoder using DiscriminatorsCode1
A Divide-and-Conquer Approach to the Summarization of Long DocumentsCode1
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
Neural Paraphrase Generation with Stacked Residual LSTM NetworksCode1
Sentence Ordering and Coherence Modeling using Recurrent Neural NetworksCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersCode1
Natural Language Generation for Effective Knowledge DistillationCode0
Misinformation Has High PerplexityCode0
Macro Grammars and Holistic Triggering for Efficient Semantic ParsingCode0
NeuralWarp: Time-Series Similarity with Warping NetworksCode0
A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text SummarizationCode0
Learning Neural Word Salience ScoresCode0
A novel hybrid methodology of measuring sentence similarityCode0
Learning to Exploit Temporal Structure for Biomedical Vision-Language ProcessingCode0
General Cross-Architecture Distillation of Pretrained Language Models into Matrix EmbeddingsCode0
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building RepresentationsCode0
Image-to-Image Retrieval by Learning Similarity between Scene GraphsCode0
Improving Sentence Similarity Estimation for Unsupervised Extractive SummarizationCode0
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and MarathiCode0
Generating Sentences by Editing PrototypesCode0
IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk AlignerCode0
Fixing Translation Divergences in Parallel Corpora for Neural MTCode0
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer CorpusCode0
IMAD: IMage-Augmented multi-modal DialogueCode0
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