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Named Entity Recognition

2,041 papers

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Papers

Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024
Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information EMNLP 2024
Large Language Models for Propaganda Span Annotation EMNLP 2024
Who Wrote When? Author Diarization in Social Media Discussions EMNLP 2024
Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models EMNLP 2024
McGill NLP Group Submission to the MRL 2024 Shared Task: Ensembling Enhances Effectiveness of Multilingual Small LMs EMNLP 2024
CUNI and LMU Submission to the MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval EMNLP 2024
Findings of the 2nd Shared Task on Multi-lingual Multi-task Information Retrieval at MRL 2024 EMNLP 2024
uOttawa at LegalLens-2024: Transformer-based Classification Experiments EMNLP 2024
Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024
LegalLens 2024 Shared Task: Masala-chai Submission EMNLP 2024
LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text EMNLP 2024
DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER EMNLP 2024
Extracting position titles from unstructured historical job advertisements EMNLP 2024
SEFLAG: Systematic Evaluation Framework for NLP Models and Datasets in Latin and Ancient Greek EMNLP 2024
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition IJCAI 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024
Span-based Unified Named Entity Recognition Framework via Contrastive Learning IJCAI 2024
LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024
Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer INTERSPEECH 2024
Prompt Tuning for Speech Recognition on Unknown Spoken Name Entities INTERSPEECH 2024
Using Large Language Model for End-to-End Chinese ASR and NER INTERSPEECH 2024
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL 2024