| Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation | Jul 30, 2022 | Contrastive LearningNatural Questions | —Unverified | 0 |
| Robots Enact Malignant Stereotypes | Jul 23, 2022 | Bias DetectionGender Bias Detection | —Unverified | 0 |
| BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual Similarity | Jul 1, 2022 | Document ClassificationSemantic Textual Similarity | CodeCode Available | 0 |
| Graph Component Contrastive Learning for Concept Relatedness Estimation | Jun 25, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| An Automatic and Efficient BERT Pruning for Edge AI Systems | Jun 21, 2022 | CPUModel Compression | —Unverified | 0 |
| SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation | Jun 20, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives | Jun 6, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| Sentence Pair Embeddings Based Evaluation Metric for Abstractive and Extractive Summarization | Jun 1, 2022 | Extractive SummarizationNatural Language Inference | —Unverified | 0 |
| CLISTER : A Corpus for Semantic Textual Similarity in French Clinical Narratives | Jun 1, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Challenges of Neural Machine Translation for Short Texts | Jun 1, 2022 | Machine TranslationNMT | —Unverified | 0 |
| CLISTER : Un corpus pour la similarité sémantique textuelle dans des cas cliniques en français (CLISTER : A Corpus for Semantic Textual Similarity in French Clinical Narratives) | Jun 1, 2022 | Semantic Textual SimilaritySTS | —Unverified | 0 |
| RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression | May 30, 2022 | Deep imbalanced regressionInductive Bias | CodeCode Available | 1 |
| Evaluating Multimodal Interactive Agents | May 26, 2022 | STS | —Unverified | 0 |
| Effectiveness of a time to fixate for fitness to drive evaluation in neurological patients | May 18, 2022 | MarketingSTS | —Unverified | 0 |
| Improving Contextual Representation with Gloss Regularized Pre-training | May 13, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Separator-Transducer-Segmenter: Streaming Recognition and Segmentation of Multi-party Speech | May 10, 2022 | Segmentationspeech-recognition | —Unverified | 0 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets | May 6, 2022 | Person Re-IdentificationSTS | CodeCode Available | 0 |
| In Defense of Image Pre-Training for Spatiotemporal Recognition | May 3, 2022 | GPUSTS | CodeCode Available | 1 |
| A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space | May 1, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| AMR-DA: Data Augmentation by Abstract Meaning Representation | May 1, 2022 | Abstract Meaning RepresentationData Augmentation | CodeCode Available | 1 |
| Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting | Apr 21, 2022 | modelSTS | —Unverified | 0 |
| Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning | Apr 20, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Exploring Dimensionality Reduction Techniques in Multilingual Transformers | Apr 18, 2022 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English | Mar 28, 2022 | Cultural Vocal Bursts Intensity PredictionLanguage Modeling | —Unverified | 0 |
| Video Instance Segmentation via Multi-scale Spatio-temporal Split Attention Transformer | Mar 24, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning | Mar 14, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Mar 11, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue | Mar 1, 2022 | Contrastive LearningConversational Response Selection | —Unverified | 0 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Feb 26, 2022 | Contrastive LearningSentence | CodeCode Available | 1 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Model-Based and Data-Driven Control of Event- and Self-Triggered Discrete-Time LTI Systems | Feb 16, 2022 | STS | —Unverified | 0 |
| Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals | Feb 7, 2022 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings | Jan 28, 2022 | Contrastive LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Learning Monolingual Sentence Embeddings with Large-scale Parallel Translation Datasets | Jan 16, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Improving Contextual Representation with Gloss Regularized Pre-training | Jan 16, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples | Jan 16, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Jan 12, 2022 | Contrastive LearningDenoising | CodeCode Available | 2 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Discovery of Crime Event Sequences with Constricted Spatio-Temporal Sequential Patterns | Dec 3, 2021 | STS | —Unverified | 0 |
| WiFi-based Multi-task Sensing | Nov 26, 2021 | Gesture RecognitionIndoor Localization | CodeCode Available | 1 |
| Simple Contrastive Representation Adversarial Learning for NLP Tasks | Nov 26, 2021 | Contrastive LearningNatural Language Understanding | —Unverified | 0 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Nov 16, 2021 | DenoisingSemantic Similarity | —Unverified | 0 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue | Nov 16, 2021 | Contrastive LearningRetrieval | —Unverified | 0 |
| Compressing Sentence Representation via Homomorphic Projective Distillation | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |