| 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 |
