| The Five-Dollar Model: Generating Game Maps and Sprites from Sentence Embeddings | Aug 8, 2023 | SentenceSentence Embeddings | CodeCode Available | 1 | 5 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Evaluation of Sentence Representations in Polish | Oct 25, 2019 | SentenceSentence Embeddings | CodeCode Available | 1 | 5 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 | 5 |
| Meta-Task Prompting Elicits Embeddings from Large Language Models | Feb 28, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 1 | 5 |
| iNLTK: Natural Language Toolkit for Indic Languages | Sep 26, 2020 | Data AugmentationParaphrase Generation | CodeCode Available | 1 | 5 |
| FinEAS: Financial Embedding Analysis of Sentiment | Oct 31, 2021 | SentenceSentence Embeddings | CodeCode Available | 1 | 5 |
| WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach | Apr 5, 2021 | RetrievalSentence | CodeCode Available | 1 | 5 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 | 5 |
| Generating Datasets with Pretrained Language Models | Apr 15, 2021 | Semantic Textual SimilaritySentence | CodeCode Available | 1 | 5 |
| Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics | Apr 21, 2022 | ClusteringSentence | CodeCode Available | 1 | 5 |
| Going Beyond T-SNE: Exposing whatlies in Text Embeddings | Sep 4, 2020 | Dimensionality ReductionSentence | CodeCode Available | 1 | 5 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 | 5 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives | Jun 6, 2022 | AttributeContrastive Learning | CodeCode Available | 1 | 5 |
| Hyper-CL: Conditioning Sentence Representations with Hypernetworks | Mar 14, 2024 | Computational EfficiencyContrastive Learning | CodeCode Available | 1 | 5 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders | Oct 29, 2023 | Extractive SummarizationSentence | CodeCode Available | 1 | 5 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 | 5 |
| InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings | Oct 8, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings | Oct 23, 2022 | Acoustic Unit DiscoveryContrastive Learning | CodeCode Available | 1 | 5 |
| Just Rank: Rethinking Evaluation with Word and Sentence Similarities | Mar 5, 2022 | BenchmarkingSemantic Similarity | CodeCode Available | 1 | 5 |
| CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought | Sep 20, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification | Nov 1, 2023 | ClassificationLanguage Modelling | CodeCode Available | 1 | 5 |
| DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations | Jun 5, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| IESTAC: English-Italian Parallel Corpus for End-to-End Speech-to-Text Machine Translation | Nov 1, 2020 | Dynamic Time WarpingMachine Translation | CodeCode Available | 1 | 5 |
| Improving Contrastive Learning of Sentence Embeddings from AI Feedback | May 3, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Japanese SimCSE Technical Report | Oct 30, 2023 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
| NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures | Apr 28, 2022 | Data-to-Text GenerationMachine Translation | CodeCode Available | 1 | 5 |
| Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings | Sep 20, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings | Nov 9, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Characterising the Creative Process in Humans and Large Language Models | May 1, 2024 | SentenceSentence Embeddings | CodeCode Available | 1 | 5 |
| Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models | Aug 19, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 | 5 |
| PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings | Jan 28, 2022 | Contrastive LearningOpen-Ended Question Answering | CodeCode Available | 1 | 5 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 | 5 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 | 5 |
| Scaling Sentence Embeddings with Large Language Models | Jul 31, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences | Feb 6, 2023 | SentenceSentence Embeddings | CodeCode Available | 1 | 5 |
| Generating Text through Adversarial Training using Skip-Thought Vectors | Aug 27, 2018 | Conditional Text GenerationLanguage Modelling | CodeCode Available | 0 | 5 |
| Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents | May 22, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 | 5 |
| GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT | Oct 1, 2022 | Document SummarizationExtractive Document Summarization | CodeCode Available | 0 | 5 |
| Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks | Aug 15, 2016 | PredictionSentence | CodeCode Available | 0 | 5 |
| Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models | Aug 4, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Augmenting Data with Mixup for Sentence Classification: An Empirical Study | May 22, 2019 | ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement Prediction | Nov 14, 2023 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary | Dec 9, 2024 | Reverse DictionarySentence | CodeCode Available | 0 | 5 |
