| Skill-Based Few-Shot Selection for In-Context Learning | May 23, 2023 | In-Context LearningSemantic Parsing | —Unverified | 0 |
| xPQA: Cross-Lingual Product Question Answering across 12 Languages | May 16, 2023 | Answer GenerationMachine Translation | CodeCode Available | 1 |
| Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring | May 13, 2023 | Task 2 | CodeCode Available | 1 |
| SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) | May 11, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information | May 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition | May 5, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling approaches for NER | May 5, 2023 | NERPrediction | CodeCode Available | 0 |
| LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER using XLM-RoBERTa | May 5, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data | May 4, 2023 | Evidence SelectionNatural Language Inference | —Unverified | 0 |
| USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER | May 4, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |