| PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text | Oct 22, 2022 | ArticlesNamed Entity Recognition | CodeCode Available | 0 |
| Finding Dataset Shortcuts with Grammar Induction | Oct 20, 2022 | DiagnosticSentence | CodeCode Available | 1 |
| Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks | Oct 18, 2022 | SentenceSentence Classification | CodeCode Available | 0 |
| Multi-granularity Argument Mining in Legal Texts | Oct 17, 2022 | Argument MiningClassification | —Unverified | 0 |
| Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers | Oct 11, 2022 | SentenceSentence Classification | —Unverified | 0 |
| Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts | Oct 10, 2022 | Data AugmentationParaphrase Generation | —Unverified | 0 |
| Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks | Oct 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| Effective Data Augmentation for Sentence Classification Using One VAE per Class | Oct 1, 2022 | Binary ClassificationData Augmentation | —Unverified | 0 |
| NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction | Oct 1, 2022 | Entity LinkingLanguage Modeling | CodeCode Available | 0 |
| Coordination Generation via Synchronized Text-Infilling | Oct 1, 2022 | Data AugmentationSentence | —Unverified | 0 |
| Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question Answering | Sep 5, 2022 | Question AnsweringRe-Ranking | CodeCode Available | 0 |
| Figure Descriptive Text Extraction using Ontological Representation | Aug 11, 2022 | ArticlesDescriptive | —Unverified | 0 |
| Construction of English Resume Corpus and Test with Pre-trained Language Models | Aug 5, 2022 | ClassificationSentence | —Unverified | 0 |
| AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification | Jul 12, 2022 | Drug DiscoveryRelation Classification | CodeCode Available | 1 |
| Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution Approach | Jun 28, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation | Jun 20, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Towards Classification of Legal Pharmaceutical Text using GAN-BERT | Jun 1, 2022 | ClassificationSentence | —Unverified | 0 |
| DMix: Adaptive Distance-aware Interpolative Mixup | May 1, 2022 | Data AugmentationDiversity | CodeCode Available | 0 |
| Composing Structure-Aware Batches for Pairwise Sentence Classification | May 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| DataMUX: Data Multiplexing for Neural Networks | Feb 18, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task | Jan 18, 2022 | SentenceSentence Classification | —Unverified | 0 |
| Text Mining Drug/Chemical-Protein Interactions using an Ensemble of BERT and T5 Based Models | Nov 30, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Structure Representation Learning by Jointly Learning to Pool and Represent | Nov 16, 2021 | ClassificationGraph Classification | —Unverified | 0 |
| Composing Structure-Aware Batches for Pairwise Sentence Classification | Nov 16, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| MDG: Metaphorical Sentence Detection and Generation with Masked Metaphor Modeling | Nov 16, 2021 | SentenceSentence Classification | —Unverified | 0 |
