| Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models | Feb 19, 2025 | Contrastive LearningSentence | CodeCode Available | 2 |
| RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models | May 4, 2023 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 2 |
| Lexical Simplification with Pretrained Encoders | Jul 14, 2019 | Language ModellingLexical Simplification | CodeCode Available | 1 |
| A sequence-to-sequence approach for document-level relation extraction | Apr 3, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation | Sep 29, 2020 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Mar 11, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| A Semantic-based Method for Unsupervised Commonsense Question Answering | May 31, 2021 | Question AnsweringSemantic Similarity | CodeCode Available | 1 |
| A Sentence-level Hierarchical BERT Model for Document Classification with Limited Labelled Data | Jun 12, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization | Sep 9, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Are Large Language Models Temporally Grounded? | Nov 14, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition | Apr 7, 2020 | DiagnosticImplicatures | CodeCode Available | 1 |
| Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims | Dec 20, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| Arabisc: Context-Sensitive Neural Spelling Checker | Dec 1, 2020 | Language ModellingSentence | CodeCode Available | 1 |
| Learning to Generate Grounded Visual Captions without Localization Supervision | Jun 1, 2019 | Image CaptioningLanguage Modelling | CodeCode Available | 1 |
| A Relation-Specific Attention Network for Joint Entity and Relation Extraction | Jul 1, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction? | May 24, 2023 | Grammatical Error CorrectionSentence | CodeCode Available | 1 |
| ArguGPT: evaluating, understanding and identifying argumentative essays generated by GPT models | Apr 16, 2023 | Sentence | CodeCode Available | 1 |
| Accelerating BERT Inference for Sequence Labeling via Early-Exit | May 28, 2021 | Sentence | CodeCode Available | 1 |
| Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation | May 14, 2019 | DecoderSentence | CodeCode Available | 1 |
| 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 |
| A Sentence Cloze Dataset for Chinese Machine Reading Comprehension | Apr 7, 2020 | DiversityMachine Reading Comprehension | CodeCode Available | 1 |
| 3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset | Apr 29, 2024 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance | Sep 21, 2023 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 |
| Proposition-Level Clustering for Multi-Document Summarization | Dec 16, 2021 | ClusteringDocument Summarization | CodeCode Available | 1 |
