| On the effectiveness of Large Language Models in the mechanical design domain | May 2, 2025 | ClassificationSentence | CodeCode Available | 0 |
| Can linguists better understand DNA? | Dec 10, 2024 | ClassificationSentence | CodeCode Available | 0 |
| Generating Synthetic Datasets for Few-shot Prompt Tuning | Oct 8, 2024 | Few-Shot LearningMRPC | —Unverified | 0 |
| New Datasets for Automatic Detection of Textual Entailment and of Contradictions between Sentences in French | May 23, 2024 | Natural Language InferenceRTE | CodeCode Available | 0 |
| A Generic NLI approach for Classification of Sentiment Associated with Therapies | Nov 28, 2023 | ClassificationNatural Language Inference | —Unverified | 0 |
| Link Prediction for Wikipedia Articles as a Natural Language Inference Task | Aug 31, 2023 | ArticlesLink Prediction | CodeCode Available | 0 |
| DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en français | Jun 8, 2023 | Binary ClassificationBinary text classification | CodeCode Available | 0 |
| mPMR: A Multilingual Pre-trained Machine Reader at Scale | May 23, 2023 | ClassificationMachine Reading Comprehension | CodeCode Available | 0 |
| Data Augmentation for Conflict and Duplicate Detection in Software Engineering Sentence Pairs | May 16, 2023 | Data AugmentationLEMMA | —Unverified | 0 |
| Transfer learning for conflict and duplicate detection in software requirement pairs | Jan 9, 2023 | SentenceSentence-Pair Classification | CodeCode Available | 0 |
| Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models | Oct 18, 2022 | Language ModellingSentence | CodeCode Available | 8 |
| YNU-HPCC at SemEval-2022 Task 6: Transformer-based Model for Intended Sarcasm Detection in English and Arabic | Jul 1, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Constructing A Dataset of Support and Attack Relations in Legal Arguments in Court Judgements using Linguistic Rules | Jun 1, 2022 | SentenceSentence-Pair Classification | —Unverified | 0 |
| Multi-label topic classification for COVID-19 literature with Bioformer | Apr 14, 2022 | ArticlesClassification | —Unverified | 0 |
| CBLUE: A Chinese Biomedical Language Understanding EvaluationBenchmark | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models | Oct 16, 2021 | ClassificationDomain Generalization | CodeCode Available | 1 |
| Revisiting Self-Training for Few-Shot Learning of Language Model | Oct 4, 2021 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| Enhancing Biomedical Relation Extraction with Transformer Models using Shortest Dependency Path Features and Triplet Information | Oct 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning | Sep 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference | Sep 8, 2021 | Natural Language InferenceSentence | —Unverified | 0 |
| FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark | Jul 15, 2021 | Few-Shot LearningMachine Reading Comprehension | CodeCode Available | 1 |
| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark | Jun 15, 2021 | Intent ClassificationMedical Concept Normalization | CodeCode Available | 1 |
| Neural semi-Markov CRF for Monolingual Word Alignment | Jun 4, 2021 | Paraphrase GenerationSentence | CodeCode Available | 1 |
| MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers | Apr 4, 2021 | Cross-Lingual TransferSentence | —Unverified | 0 |
| Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models | Mar 29, 2021 | Backdoor AttackData Poisoning | CodeCode Available | 1 |
