| Are Classes Clusters? | Apr 16, 2021 | ClassificationClustering | —Unverified | 0 |
| Sentence Embeddings by Ensemble Distillation | Apr 14, 2021 | Knowledge DistillationSemantic Textual Similarity | —Unverified | 0 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach | Apr 5, 2021 | RetrievalSentence | CodeCode Available | 1 |
| Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding | Apr 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets | Apr 1, 2021 | Contrastive LearningSarcasm Detection | —Unverified | 0 |
| CUSATNLP@DravidianLangTech-EACL2021:Language Agnostic Classification of Offensive Content in Tweets | Apr 1, 2021 | Language IdentificationPosition | —Unverified | 0 |
| Text to Image Generation with Semantic-Spatial Aware GAN | Apr 1, 2021 | Image GenerationSentence | CodeCode Available | 1 |
| MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture | Feb 22, 2021 | Data AugmentationNatural Language Understanding | —Unverified | 0 |
| ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification | Jan 28, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks | Jan 26, 2021 | Language ModellingNatural Language Inference | —Unverified | 0 |
| Contrasting distinct structured views to learn sentence embeddings | Jan 1, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Narrative Incoherence Detection | Dec 21, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Objective-Based Hierarchical Clustering of Deep Embedding Vectors | Dec 15, 2020 | ClusteringPlaying the Game of 2048 | —Unverified | 0 |
| Learning distributed sentence vectors with bi-directional 3D convolutions | Dec 1, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Sentence Analogies: Linguistic Regularities in Sentence Embeddings | Dec 1, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Word Embedding Binarization with Semantic Information Preservation | Dec 1, 2020 | BinarizationSentence | —Unverified | 0 |
| High Quality Real-Time Structured Debate Generation | Dec 1, 2020 | SentenceSentence Embedding | CodeCode Available | 1 |
| On the Sentence Embeddings from Pre-trained Language Models | Nov 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Parallel Data Identification using Iteratively Refined Sentence Alignments and Bilingual Mappings of Pre-trained Language Models | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts | Nov 1, 2020 | Medical Concept NormalizationSentence | —Unverified | 0 |
| CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets | Nov 1, 2020 | Decision MakingSentence | —Unverified | 0 |
| Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 | Oct 22, 2020 | SentenceSentence Embedding | —Unverified | 0 |
