Summary of Large Language Models Struggle in Token-level Clinical Named Entity Recognition, by Qiuhao Lu et al.
Large Language Models Struggle in Token-Level Clinical Named Entity Recognitionby Qiuhao Lu, Rui Li, Andrew…
Summary of Improving Autoregressive Training with Dynamic Oracles, by Jianing Yang et al.
Improving Autoregressive Training with Dynamic Oraclesby Jianing Yang, Harshine Visvanathan, Yilin Wang, Xinyi Hu, Matthew…
Summary of Synergizing Unsupervised and Supervised Learning: a Hybrid Approach For Accurate Natural Language Task Modeling, by Wrick Talukdar et al.
Synergizing Unsupervised and Supervised Learning: A Hybrid Approach for Accurate Natural Language Task Modelingby Wrick…
Summary of Msner: a Multilingual Speech Dataset For Named Entity Recognition, by Quentin Meeus and Marie-francine Moens and Hugo Van Hamme
MSNER: A Multilingual Speech Dataset for Named Entity Recognitionby Quentin Meeus, Marie-Francine Moens, Hugo Van…
Summary of A Framework For Leveraging Partially-labeled Data For Product Attribute-value Identification, by D. Subhalingam et al.
A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identificationby D. Subhalingam, Keshav Kolluru, Mausam,…
Summary of Noisebench: Benchmarking the Impact Of Real Label Noise on Named Entity Recognition, by Elena Merdjanovska et al.
NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognitionby Elena Merdjanovska, Ansar…
Summary of Enhancing Language Models For Financial Relation Extraction with Named Entities and Part-of-speech, by Menglin Li and Kwan Hui Lim
Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speechby Menglin Li, Kwan…
Summary of Reddit-impacts: a Named Entity Recognition Dataset For Analyzing Clinical and Social Effects Of Substance Use Derived From Social Media, by Yao Ge and Sudeshna Das and Karen O’connor and Mohammed Ali Al-garadi and Graciela Gonzalez-hernandez and Abeed Sarker
Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use…
Summary of Do “english” Named Entity Recognizers Work Well on Global Englishes?, by Alexander Shan et al.
Do “English” Named Entity Recognizers Work Well on Global Englishes?by Alexander Shan, John Bauer, Riley…
Summary of Augmenting Ner Datasets with Llms: Towards Automated and Refined Annotation, by Yuji Naraki et al.
Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotationby Yuji Naraki, Ryosuke Yamaki, Yoshikazu…