| DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification. | Dec 1, 2020 | SentenceSentence Classification | —Unverified | 0 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Jan 16, 2022 | Event ExtractionSentence | —Unverified | 0 |
| De-identification of medical records using conditional random fields and long short-term memory networks | Sep 20, 2017 | De-identificationSentence | —Unverified | 0 |
| DEIM: An effective deep encoding and interaction model for sentence matching | Mar 20, 2022 | Answer SelectionNatural Language Inference | —Unverified | 0 |
| An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing | Jul 1, 2019 | Dependency ParsingSentence | —Unverified | 0 |
| Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text? | Apr 5, 2024 | Question AnsweringRecommendation Systems | —Unverified | 0 |
| Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression | Sep 7, 2019 | Language ModellingReading Comprehension | —Unverified | 0 |
| Deliberation Networks: Sequence Generation Beyond One-Pass Decoding | Dec 1, 2017 | ArticlesDecoder | —Unverified | 0 |
| Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale | Oct 26, 2020 | Image CaptioningMachine Translation | —Unverified | 0 |
| deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets | Jun 23, 2015 | Sentence | —Unverified | 0 |
| Analyzing the Performance of GPT-3.5 and GPT-4 in Grammatical Error Correction | Mar 25, 2023 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| CU-NLP at SemEval-2016 Task 8: AMR Parsing using LSTM-based Recurrent Neural Networks | Jun 1, 2016 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study | Jul 1, 2019 | Formality Style TransferGrammatical Error Correction | —Unverified | 0 |
| DeNERT-KG: Named Entity and Relation Extraction Model Using DQN, Knowledge Graph, and BERT | Sep 15, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Denoise while Aggregating: Collaborative Learning in Open-Domain Question Answering | Sep 27, 2018 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Denoising Improves Latent Space Geometry in Text Autoencoders | Sep 25, 2019 | DenoisingSentence | —Unverified | 0 |
| CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT | Nov 1, 2021 | NMTSegmentation | —Unverified | 0 |
| Augmenting Document-level Relation Extraction with Efficient Multi-Supervision | Jul 1, 2024 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| DENS: A Dataset for Multi-class Emotion Analysis | Oct 25, 2019 | Emotion RecognitionSentence | —Unverified | 0 |
| Automatic Knowledge Augmentation for Generative Commonsense Reasoning | Oct 30, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dense Object Grounding in 3D Scenes | Sep 5, 2023 | Autonomous DrivingDecoder | —Unverified | 0 |
| Dense Paraphrasing for Textual Enrichment | Oct 20, 2022 | Sentence | —Unverified | 0 |
| Dense Temporal Convolution Network for Sign Language Translation | May 1, 2019 | SentenceSign Language Recognition | —Unverified | 0 |
| Dense Video Captioning: A Survey of Techniques, Datasets and Evaluation Protocols | Nov 5, 2023 | Caption GenerationDense Video Captioning | —Unverified | 0 |
| Dense Video Captioning using Graph-based Sentence Summarization | Jun 25, 2025 | Dense Video CaptioningSentence | —Unverified | 0 |
| Dense Video Object Captioning from Disjoint Supervision | Jun 20, 2023 | ObjectSentence | —Unverified | 0 |
| DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections | Feb 26, 2021 | Knowledge Base CompletionNatural Language Queries | —Unverified | 0 |
| Dependence and Relevance: A probabilistic view | Oct 27, 2016 | Sentence | —Unverified | 0 |
| Dependency-Aware Named Entity Recognition with Relative and Global Attentions | Sep 11, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Automatic Neural Lyrics and Melody Composition | Nov 12, 2020 | DecoderSentence | —Unverified | 0 |
| CUNI systems for WMT21: Terminology translation Shared Task | Sep 20, 2021 | SentenceTranslation | —Unverified | 0 |
| CUNI NMT System for WAT 2017 Translation Tasks | Nov 1, 2017 | Machine TranslationNMT | —Unverified | 0 |
| Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification | Jul 1, 2020 | General ClassificationRepresentation Learning | —Unverified | 0 |
| Dependency Language Models for Sentence Completion | Oct 1, 2013 | Language ModellingMachine Translation | —Unverified | 0 |
| An analysis of document graph construction methods for AMR summarization | Nov 27, 2021 | graph constructionSentence | —Unverified | 0 |
| An Empirical Study of Sections in Classifying Disease Outbreak Reports | Nov 21, 2019 | ArticlesGeneral Classification | —Unverified | 0 |
| Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis | Apr 14, 2021 | Dependency ParsingRepresentation Learning | —Unverified | 0 |
| Dependency parsing for Chinese long sentence: A second-stage main structure parsing method | Oct 1, 2015 | Dependency ParsingSentence | —Unverified | 0 |
| CUNI English-Czech and English-Polish Systems in WMT20: Robust Document-Level Training | Nov 1, 2020 | NMTSentence | —Unverified | 0 |
| Dependency Parsing is More Parameter-Efficient with Normalization | May 26, 2025 | Dependency ParsingSentence | —Unverified | 0 |
| An Empirical Study on End-to-End Sentence Modelling | Jul 1, 2017 | Natural Language InferenceSentence | —Unverified | 0 |
| Dependency Parsing with Dilated Iterated Graph CNNs | May 1, 2017 | Dependency ParsingGPU | —Unverified | 0 |
| Dependency parsing with structure preserving embeddings | Apr 1, 2021 | Dependency ParsingSentence | —Unverified | 0 |
| Dependency Parsing with the Structuralized Prompt Template | Feb 24, 2025 | Dependency ParsingSentence | —Unverified | 0 |
| Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing | Aug 1, 2021 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Dependency Position Encoding for Relation Extraction | Jul 1, 2022 | PositionRelation | —Unverified | 0 |
| Automatic Question Generation using Relative Pronouns and Adverbs | Jul 1, 2018 | DescriptiveDialogue Generation | —Unverified | 0 |
| Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language | Apr 19, 2017 | SentenceTAG | —Unverified | 0 |
| Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment | Jul 22, 2019 | DecoderDescriptive | —Unverified | 0 |
| CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning | Jun 12, 2020 | Common Sense ReasoningERP | —Unverified | 0 |