| Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning | Apr 20, 2020 | SentenceTransfer Learning | 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 |
| Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 | 5 |
| Non-autoregressive Translation with Disentangled Context Transformer | Jan 1, 2020 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| A large-scale study of the effects of word frequency and predictability in naturalistic reading | Jun 1, 2019 | RetrievalSentence | CodeCode Available | 1 | 5 |
| Norm-Based Curriculum Learning for Neural Machine Translation | Jun 3, 2020 | Machine TranslationNMT | CodeCode Available | 1 | 5 |
| DeepEventMine: end-to-end neural nested event extraction from biomedical texts | Jun 17, 2020 | Event ExtractionSentence | CodeCode Available | 1 | 5 |
| NUBIA: NeUral Based Interchangeability Assessor for Text Generation | Apr 30, 2020 | BIG-bench Machine LearningImage Captioning | CodeCode Available | 1 | 5 |
| Accelerating BERT Inference for Sequence Labeling via Early-Exit | May 28, 2021 | 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 |
| Discourse Probing of Pretrained Language Models | Apr 13, 2021 | Sentence | CodeCode Available | 1 | 5 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT | Jan 26, 2021 | Sentence | CodeCode Available | 1 | 5 |
| Deep Smart Contract Intent Detection | Nov 19, 2022 | Intent DetectionMulti-Label Classification | CodeCode Available | 1 | 5 |
| On Losses for Modern Language Models | Oct 4, 2020 | Language ModellingPrediction | CodeCode Available | 1 | 5 |
| Deep Transfer Learning Baselines for Sentiment Analysis in Russian | Jul 1, 2021 | SentenceSentiment Analysis | CodeCode Available | 1 | 5 |
| Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation | May 14, 2019 | DecoderSentence | CodeCode Available | 1 | 5 |
| AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization | Apr 13, 2020 | DiversityDocument Summarization | CodeCode Available | 1 | 5 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| On the Properties of Neural Machine Translation: Encoder-Decoder Approaches | Sep 3, 2014 | DecoderMachine Translation | CodeCode Available | 1 | 5 |
| On the Robustness of Language Encoders against Grammatical Errors | May 12, 2020 | Cloze TestLinguistic Acceptability | CodeCode Available | 1 | 5 |
| Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction | May 4, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Delving Deeper into the Decoder for Video Captioning | Jan 16, 2020 | DecoderSentence | CodeCode Available | 1 | 5 |
| Are Large Language Models Temporally Grounded? | Nov 14, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 | 5 |
| Adaptive Machine Translation with Large Language Models | Jan 30, 2023 | DecoderDomain Adaptation | CodeCode Available | 1 | 5 |
| A Relation-Specific Attention Network for Joint Entity and Relation Extraction | Jul 1, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Optimizing Word Segmentation for Downstream Task | Nov 1, 2020 | Natural Language InferenceSegmentation | CodeCode Available | 1 | 5 |
| Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition | Apr 7, 2020 | DiagnosticImplicatures | CodeCode Available | 1 | 5 |
| Accent Estimation of Japanese Words from Their Surfaces and Romanizations for Building Large Vocabulary Accent Dictionaries | Sep 21, 2020 | Sentencetext-to-speech | CodeCode Available | 1 | 5 |
| ParaCrawl: Web-Scale Acquisition of Parallel Corpora | Jul 1, 2020 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 | 5 |
| Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction? | May 24, 2023 | Grammatical Error CorrectionSentence | CodeCode Available | 1 | 5 |
| AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification | Nov 1, 2023 | ClassificationLanguage Modelling | CodeCode Available | 1 | 5 |
| Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks | Oct 1, 2018 | Question AnsweringQuestion Generation | 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 |
| DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification | May 30, 2023 | 2kSentence | CodeCode Available | 1 | 5 |
| Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach | Aug 10, 2020 | AttributeImage Captioning | CodeCode Available | 1 | 5 |
| Paraphrastic Representations at Scale | Apr 30, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Pars-ABSA: a Manually Annotated Aspect-based Sentiment Analysis Benchmark on Farsi Product Reviews | Jun 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| DiscSense: Automated Semantic Analysis of Discourse Markers | Jun 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback | Apr 22, 2024 | AttributeHallucination | CodeCode Available | 1 | 5 |
| Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents | Mar 6, 2022 | Community Question AnsweringInformation Retrieval | 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 |
| Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models | Nov 7, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases | Jun 6, 2020 | Bias DetectionSentence | CodeCode Available | 1 | 5 |
| Document-aligned Japanese-English Conversation Parallel Corpus | Dec 11, 2020 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and Language | Sep 2, 2024 | Lip ReadingSentence | CodeCode Available | 1 | 5 |
| Aligning Bag of Regions for Open-Vocabulary Object Detection | Feb 27, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| A sequence-to-sequence approach for document-level relation extraction | Apr 3, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
