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IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition using Knowledge Bases.

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Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey., , , , , , , , and . ACM Comput. Surv., 56 (2): 30:1-30:40 (February 2024)Domain Adapted Distant Supervision for Pedagogically Motivated Relation Extraction., , , and . LREC, page 2213-2222. European Language Resources Association, (2020)GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction., , , , , and . CoRR, (2023)ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations., , , , and . CoRR, (2022)Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey., , , , , , , , and . CoRR, (2021)IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition Using Knowledge Bases., , , , and . SemEval@ACL, page 1335-1346. Association for Computational Linguistics, (2023)NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark., , , , , and . EMNLP (Findings), page 10776-10787. Association for Computational Linguistics, (2023)What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories., , , and . GWC, page 331-342. Global Wordnet Association, (2023)Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models., and . GWC, page 44-52. Global Wordnet Association, (2021)Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction., , , , and . EMNLP (1), page 1199-1212. Association for Computational Linguistics, (2021)