Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection

31 December 2024

Papers citing "Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection"

7 / 7 papers shown

Title
Extracting Disaster Impacts and Impact Related Locations in Social Media Posts Using Large Language Models Sameeah Noreen Hameed Surangika Ranathunga Raj Prasanna Kristin Stock Christopher B. Jones 28 0 0 24 Nov 2025
Urban Computing in the Era of Large Language ModelsACM Transactions on Intelligent Systems and Technology (TIST), 2025 Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 448 3 0 02 Apr 2025
A Multidisciplinary Approach to Telegram Data Analysis Velizar Varbanov Kalin Kopanov Tatiana Atanasova 87 0 0 31 Dec 2024
GeoLM: Empowering Language Models for Geospatially Grounded Language UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zekun Li Wenxuan Zhou Yao-Yi Chiang Muhao Chen SyDa 166 55 0 23 Oct 2023
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka 232 34 0 15 Oct 2021
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 335 717 0 02 Oct 2020
Unsupervised Cross-lingual Representation Learning at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 441 7,499 0 05 Nov 2019