| SimCSE: Simple Contrastive Learning of Sentence Embeddings | Apr 18, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| Are Classes Clusters? | Apr 16, 2021 | ClassificationClustering | —Unverified | 0 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Sentence Embeddings by Ensemble Distillation | Apr 14, 2021 | Knowledge DistillationSemantic Textual Similarity | —Unverified | 0 |
| PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT | Mar 22, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| Learning Intuitive Physics with Multimodal Generative Models | Jan 12, 2021 | ObjectSTS | CodeCode Available | 1 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| 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 |
| Learning from Unlabelled Data for Clinical Semantic Textual Similarity | Nov 1, 2020 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Comparative analysis of word embeddings in assessing semantic similarity of complex sentences | Oct 23, 2020 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures | Oct 21, 2020 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning | Oct 16, 2020 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching | Oct 12, 2020 | Metric LearningSemantic Similarity | —Unverified | 0 |
| Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks | Oct 8, 2020 | image-classificationImage Classification | —Unverified | 0 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 |
