| Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models | Oct 18, 2022 | Language ModellingSentence | CodeCode Available | 8 |
| CLUE: A Chinese Language Understanding Evaluation Benchmark | Apr 13, 2020 | General ClassificationMachine Reading Comprehension | CodeCode Available | 2 |
| 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 |
| Revisiting Self-Training for Few-Shot Learning of Language Model | Oct 4, 2021 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| 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 |
| Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models | Oct 16, 2021 | ClassificationDomain Generalization | CodeCode Available | 1 |
| Neural semi-Markov CRF for Monolingual Word Alignment | Jun 4, 2021 | Paraphrase GenerationSentence | CodeCode Available | 1 |
| Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning | Sep 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach | Oct 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| A Generic NLI approach for Classification of Sentiment Associated with Therapies | Nov 28, 2023 | ClassificationNatural Language Inference | —Unverified | 0 |
| CBLUE: A Chinese Biomedical Language Understanding EvaluationBenchmark | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —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 |
| Data Augmentation for Conflict and Duplicate Detection in Software Engineering Sentence Pairs | May 16, 2023 | Data AugmentationLEMMA | —Unverified | 0 |
| End-to-End Resume Parsing and Finding Candidates for a Job Description using BERT | Sep 30, 2019 | SentenceSentence-Pair Classification | —Unverified | 0 |
| Generating Synthetic Datasets for Few-shot Prompt Tuning | Oct 8, 2024 | Few-Shot LearningMRPC | —Unverified | 0 |
| Generating Token-Level Explanations for Natural Language Inference | Apr 24, 2019 | Multiple Instance LearningNatural Language Inference | —Unverified | 0 |
| 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 |
| Multi-label topic classification for COVID-19 literature with Bioformer | Apr 14, 2022 | ArticlesClassification | —Unverified | 0 |
| Sentence Encoding with Tree-constrained Relation Networks | Nov 26, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Transformers on Sarcasm Detection with Context | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Understanding Advertisements with BERT | Jul 1, 2020 | Image CaptioningSentence | —Unverified | 0 |
| Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference | Sep 8, 2021 | Natural Language InferenceSentence | —Unverified | 0 |
| Why and How to Pay Different Attention to Phrase Alignments of Different Intensities | Apr 23, 2016 | Answer SelectionNatural Language Inference | —Unverified | 0 |