| Data Augmentation for Low-Resource Neural Machine Translation | May 1, 2017 | Data AugmentationLow Resource Neural Machine Translation | CodeCode Available | 1 | 5 |
| Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings | Sep 20, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Norm-Based Curriculum Learning for Neural Machine Translation | Jun 3, 2020 | Machine TranslationNMT | CodeCode Available | 1 | 5 |
| Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models | Nov 10, 2023 | GSM8KMemorization | CodeCode Available | 1 | 5 |
| Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks | Jan 30, 2020 | Entity Extraction using GANGeneral Classification | CodeCode Available | 1 | 5 |
| Data Efficient Masked Language Modeling for Vision and Language | Sep 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| DataMUX: Data Multiplexing for Neural Networks | Feb 18, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation | Oct 6, 2020 | Machine TranslationNMT | CodeCode Available | 1 | 5 |
| FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization | May 16, 2022 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 | 5 |
| DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models | Jan 4, 2024 | HallucinationSentence | CodeCode Available | 1 | 5 |
| Debiasing Pre-trained Contextualised Embeddings | Jan 23, 2021 | SentenceWord Embeddings | CodeCode Available | 1 | 5 |
| Debiased Contrastive Learning of Unsupervised Sentence Representations | May 2, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 | 5 |
| DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations | Jun 5, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| On Losses for Modern Language Models | Oct 4, 2020 | Language ModellingPrediction | CodeCode Available | 1 | 5 |
| Declaration-based Prompt Tuning for Visual Question Answering | May 5, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 1 | 5 |
| On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning | Jul 1, 2022 | Intent DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| Fast and Accurate Factual Inconsistency Detection Over Long Documents | Oct 19, 2023 | ChunkingNatural Language Inference | CodeCode Available | 1 | 5 |
| DeepEventMine: end-to-end neural nested event extraction from biomedical texts | Jun 17, 2020 | Event ExtractionSentence | CodeCode Available | 1 | 5 |
| Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory | Nov 3, 2020 | Sentence | CodeCode Available | 1 | 5 |
| GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples | Jul 1, 2020 | General ClassificationSentence | CodeCode Available | 1 | 5 |
| Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning | Mar 14, 2022 | AttributeContrastive Learning | CodeCode Available | 1 | 5 |
| Open Relation Modeling: Learning to Define Relations between Entities | Aug 20, 2021 | Open Relation ModelingRelation | CodeCode Available | 1 | 5 |
| Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 | 5 |
| Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning | Apr 20, 2020 | SentenceTransfer Learning | CodeCode Available | 1 | 5 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT | Jan 26, 2021 | Sentence | CodeCode Available | 1 | 5 |
| Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing | Oct 25, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Deep Smart Contract Intent Detection | Nov 19, 2022 | Intent DetectionMulti-Label Classification | CodeCode Available | 1 | 5 |
| ParaDetox: Detoxification with Parallel Data | May 1, 2022 | Sentence | CodeCode Available | 1 | 5 |
| DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus | Apr 11, 2020 | Binary ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| Parallel Instance Query Network for Named Entity Recognition | Mar 20, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Non-Autoregressive Machine Translation with Disentangled Context Transformer | Jan 15, 2020 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Deep Transfer Learning Baselines for Sentiment Analysis in Russian | Jul 1, 2021 | SentenceSentiment Analysis | CodeCode Available | 1 | 5 |
| Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble | Jun 20, 2020 | Sentence | CodeCode Available | 1 | 5 |
| Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble | Aug 1, 2021 | Sentence | CodeCode Available | 1 | 5 |
| An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition | Aug 9, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| Delving Deeper into the Decoder for Video Captioning | Jan 16, 2020 | DecoderSentence | CodeCode Available | 1 | 5 |
| Automatic Error Analysis for Document-level Information Extraction | Sep 15, 2022 | Event ExtractionRelation Extraction | CodeCode Available | 1 | 5 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification | May 30, 2023 | 2kSentence | CodeCode Available | 1 | 5 |
| Exploiting News Article Structure for Automatic Corpus Generation of Entailment Datasets | Oct 22, 2020 | ArticlesBenchmarking | CodeCode Available | 1 | 5 |
| Dense X Retrieval: What Retrieval Granularity Should We Use? | Dec 11, 2023 | RetrievalSentence | CodeCode Available | 1 | 5 |
| PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings | Jan 28, 2022 | Contrastive LearningOpen-Ended Question Answering | CodeCode Available | 1 | 5 |
| PERSONACHATGEN: Generating Personalized Dialogues using GPT-3 | Oct 1, 2022 | Sentence | CodeCode Available | 1 | 5 |
| Adversarial Learning with Mask Reconstruction for Text-Guided Image Inpainting | Jul 28, 2021 | Image InpaintingSentence | CodeCode Available | 1 | 5 |
| MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering | Oct 8, 2023 | Data AugmentationQuestion Answering | CodeCode Available | 1 | 5 |
