| Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner | May 2, 2023 | SentenceUnsupervised Pre-training | CodeCode Available | 1 | 5 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| AugCSE: Contrastive Sentence Embedding with Diverse Augmentations | Oct 20, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Double Graph Based Reasoning for Document-level Relation Extraction | Sep 29, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| An Analysis of Simple Data Augmentation for Named Entity Recognition | Oct 22, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 | 5 |
| A Better Way to Do Masked Language Model Scoring | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Augmenting Transformers with Recursively Composed Multi-grained Representations | Sep 28, 2023 | Constituency Grammar InductionNatural Language Inference | CodeCode Available | 1 | 5 |
| Dual-Alignment Pre-training for Cross-lingual Sentence Embedding | May 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents | Jun 1, 2021 | Multi-Task LearningOpinion Mining | CodeCode Available | 1 | 5 |
| A unified approach to sentence segmentation of punctuated text in many languages | Aug 1, 2021 | SentenceSentence segmentation | CodeCode Available | 1 | 5 |
| Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding | Aug 22, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| SentenceVAE: Enable Next-sentence Prediction for Large Language Models with Faster Speed, Higher Accuracy and Longer Context | Aug 1, 2024 | DecoderSentence | CodeCode Available | 1 | 5 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 | 5 |
| Anaphor Assisted Document-Level Relation Extraction | Oct 28, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description | Jul 22, 2024 | Sentence | CodeCode Available | 1 | 5 |
| A Decomposable Attention Model for Natural Language Inference | Jun 6, 2016 | modelNatural Language Inference | CodeCode Available | 1 | 5 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 | 5 |
| Efficient Intent Detection with Dual Sentence Encoders | Mar 10, 2020 | CPUIntent Detection | CodeCode Available | 1 | 5 |
| Efficient Neural Architecture for Text-to-Image Synthesis | Apr 23, 2020 | Image GenerationSentence | CodeCode Available | 1 | 5 |
| The MSR-Video to Text Dataset with Clean Annotations | Feb 12, 2021 | SentenceVideo Captioning | 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 |
| Adversarial Attack and Defense of Structured Prediction Models | Oct 4, 2020 | Adversarial AttackDependency Parsing | CodeCode Available | 1 | 5 |
| An Attribution Method for Siamese Encoders | Oct 9, 2023 | SentenceSTS | CodeCode Available | 1 | 5 |
| Content Planning for Neural Story Generation with Aristotelian Rescoring | Sep 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
