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| Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors | Oct 29, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fine-tuning of Pre-trained Transformers for Hate, Offensive, and Profane Content Detection in English and Marathi | Oct 25, 2021 | Hate Speech DetectionSentence | CodeCode Available | 0 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Oct 16, 2021 | Contrastive LearningSentence | —Unverified | 0 |
| Transferring Semantic Knowledge Into Language Encoders | Oct 14, 2021 | Reading ComprehensionSentence | —Unverified | 0 |
| Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences | Oct 2, 2021 | ClusteringSentence | CodeCode Available | 0 |
| Neural sentence embedding models for semantic similarity estimation in the biomedical domain | Oct 1, 2021 | ArticlesSemantic Similarity | CodeCode Available | 0 |
| BERT based classification system for detecting rumours on Twitter | Sep 7, 2021 | ClassificationMisinformation | —Unverified | 0 |
| Multiplex Graph Neural Network for Extractive Text Summarization | Aug 29, 2021 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| A New Sentence Ordering Method Using BERT Pretrained Model | Aug 26, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Automatic Learning Assistant in Telugu | Aug 1, 2021 | Hybrid Machine LearningPOS | —Unverified | 0 |
| Structure-aware Sentence Encoder in Bert-Based Siamese Network | Aug 1, 2021 | Natural Language UnderstandingSemantic Textual Similarity | —Unverified | 0 |
| Word2Pix: Word to Pixel Cross Attention Transformer in Visual Grounding | Jul 31, 2021 | DecoderSentence | —Unverified | 0 |
| Unsupervised Spoken Utterance Classification | Jul 2, 2021 | ClassificationSentence | —Unverified | 0 |
| Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations | Jun 23, 2021 | Domain Adaptationimage-classification | CodeCode Available | 0 |
| Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access | Jun 2, 2021 | Information RetrievalMedical Question Answering | —Unverified | 0 |
| Iterative Hierarchical Attention for Answering Complex Questions over Long Documents | Jun 1, 2021 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| kdehumor at semeval-2020 task 7: a neural network model for detecting funniness in dataset humicroedit | May 11, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Integrating extracted information from bert and multiple embedding methods with the deep neural network for humour detection | May 11, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference | May 7, 2021 | Multi-hop Question AnsweringNatural Language Inference | —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 |
| Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding | Apr 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CUSATNLP@DravidianLangTech-EACL2021:Language Agnostic Classification of Offensive Content in Tweets | Apr 1, 2021 | Language IdentificationPosition | —Unverified | 0 |
| ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets | Apr 1, 2021 | Contrastive LearningSarcasm Detection | —Unverified | 0 |
| 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 |
| 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 |
| Sentence Analogies: Linguistic Regularities in Sentence Embeddings | Dec 1, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Learning distributed sentence vectors with bi-directional 3D convolutions | Dec 1, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Word Embedding Binarization with Semantic Information Preservation | Dec 1, 2020 | BinarizationSentence | —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 |
| Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts | Nov 1, 2020 | Medical Concept NormalizationSentence | —Unverified | 0 |
| 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 |
| 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 |
| Stacking Neural Network Models for Automatic Short Answer Scoring | Oct 21, 2020 | General ClassificationSentence | —Unverified | 0 |
| MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models | Oct 2, 2020 | DiversitySentence | —Unverified | 0 |
| A Comparative Study on Structural and Semantic Properties of Sentence Embeddings | Sep 23, 2020 | Knowledge GraphsRelation | CodeCode Available | 0 |
| Hierarchical GPT with Congruent Transformers for Multi-Sentence Language Models | Sep 18, 2020 | DecoderDialogue Generation | —Unverified | 0 |
| Sentence Guided Temporal Modulation for Dynamic Video Thumbnail Generation | Aug 31, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Language Guided Networks for Cross-modal Moment Retrieval | Jun 18, 2020 | Moment RetrievalRetrieval | —Unverified | 0 |
| A novel sentence embedding based topic detection method for micro-blog | Jun 10, 2020 | ClusteringSentence | —Unverified | 0 |
| Harbsafe-162. A Domain-Specific Data Set for the Intrinsic Evaluation of Semantic Representations for Terminological Data | May 29, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| SentPWNet: A Unified Sentence Pair Weighting Network for Task-specific Sentence Embedding | May 22, 2020 | Metric LearningSentence | —Unverified | 0 |
| Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation | May 1, 2020 | Binary ClassificationSentence | —Unverified | 0 |
| Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning | Apr 19, 2020 | Dialogue GenerationKnowledge Graphs | —Unverified | 0 |