| Improving Contextual Representation with Gloss Regularized Pre-training | May 13, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Separator-Transducer-Segmenter: Streaming Recognition and Segmentation of Multi-party Speech | May 10, 2022 | Segmentationspeech-recognition | —Unverified | 0 |
| A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets | May 6, 2022 | Person Re-IdentificationSTS | CodeCode Available | 0 |
| 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 |
| 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 |
| 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 |
| Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue | Mar 1, 2022 | Contrastive LearningConversational Response Selection | —Unverified | 0 |
| 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 |
| Improving Contextual Representation with Gloss Regularized Pre-training | Jan 16, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| 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 |
| Discovery of Crime Event Sequences with Constricted Spatio-Temporal Sequential Patterns | Dec 3, 2021 | STS | —Unverified | 0 |
| 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 |
| Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets | 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 |
| Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity | Nov 1, 2021 | Auxiliary LearningMRPC | CodeCode Available | 0 |
| Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding | Nov 1, 2021 | RetrievalSemantic Similarity | —Unverified | 0 |
| Distilling Word Meaning in Context from Pre-trained Language Models | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Cross-lingual Sentence Embedding using Multi-Task Learning | Nov 1, 2021 | Multi-Task LearningSemantic Similarity | —Unverified | 0 |
| TransAug: Translate as Augmentation for Sentence Embeddings | Oct 30, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Oct 16, 2021 | Contrastive LearningSentence | —Unverified | 0 |
| FarFetched: An Entity-centric Approach for Reasoning on Textually Represented Environments | Oct 16, 2021 | ArticlesNatural Language Inference | —Unverified | 0 |
| Finetuning Transformer Models to Build ASAG System | Sep 25, 2021 | STSSTS Benchmark | —Unverified | 0 |
| Paraphrase Generation as Unsupervised Machine Translation | Sep 7, 2021 | Machine TranslationParaphrase Generation | —Unverified | 0 |
| Evaluation Datasets for Cross-lingual Semantic Textual Similarity | Sep 1, 2021 | Cross-Lingual Semantic Textual SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Structure-aware Sentence Encoder in Bert-Based Siamese Network | Aug 1, 2021 | Natural Language UnderstandingSemantic Textual Similarity | —Unverified | 0 |
| The role of temporal cortex in the control of attention | Jun 18, 2021 | Object RecognitionSTS | —Unverified | 0 |
| Sentence Embeddings using Supervised Contrastive Learning | Jun 9, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning | Apr 23, 2021 | ManagementSTS | —Unverified | 0 |
| Dual-View Distilled BERT for Sentence Embedding | Apr 18, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Are Classes Clusters? | Apr 16, 2021 | ClassificationClustering | —Unverified | 0 |
| Sentence Embeddings by Ensemble Distillation | Apr 14, 2021 | Knowledge DistillationSemantic Textual Similarity | —Unverified | 0 |
| Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain | Mar 3, 2021 | Natural Language UnderstandingSTS | —Unverified | 0 |
| STS-GAN: Can We Synthesize Solid Texture with High Fidelity from Arbitrary 2D Exemplar? | Feb 8, 2021 | STSTexture Synthesis | —Unverified | 0 |
| Toward an Effective Theory of Neurodynamics: Topological Supersymmetry Breaking, Network Coarse-Graining, and Instanton Interaction | Feb 7, 2021 | STS | —Unverified | 0 |
| Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks | Jan 26, 2021 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks | Jan 26, 2021 | Language ModellingNatural Language Inference | —Unverified | 0 |
| Structure and randomness in planning and reinforcement learning | Jan 1, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Amplifying the Range of News Stories with Creativity: Methods and their Evaluation, in Portuguese | Dec 1, 2020 | Semantic Textual SimilaritySTS | —Unverified | 0 |
| FFCI: A Framework for Interpretable Automatic Evaluation of Summarization | Nov 27, 2020 | Question AnsweringSemantic Textual Similarity | CodeCode Available | 0 |
| Full-Duplex Non-Orthogonal Multiple Access Cooperative Overlay Spectrum-Sharing Networks with SWIPT | Nov 19, 2020 | STS | —Unverified | 0 |
| Noisy Text Data: Achilles’ Heel of BERT | Nov 1, 2020 | Sentiment AnalysisSST-2 | —Unverified | 0 |