Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey
In today's global digital landscape, misinformation transcends linguistic boundaries, posing
a significant challenge for moderation systems. While significant advances have been made …
a significant challenge for moderation systems. While significant advances have been made …
Content Moderation by LLM: From Accuracy to Legitimacy
T Huang - arXiv preprint arXiv:2409.03219, 2024 - arxiv.org
One trending application of LLM (large language model) is to use it for content moderation in
online platforms. Most current studies on this application have focused on the metric of …
online platforms. Most current studies on this application have focused on the metric of …
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences
GL Garcia, JRR Manesco, PH Paiola, L Miranda… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid advancement of large language models (LLMs) has opened new boundaries in
the extraction and synthesis of medical knowledge, particularly within evidence synthesis …
the extraction and synthesis of medical knowledge, particularly within evidence synthesis …
Natural Language Processing RELIES on Linguistics
Large Language Models (LLMs) have become capable of generating highly fluent text in
certain languages, without modules specially designed to capture grammar or semantic …
certain languages, without modules specially designed to capture grammar or semantic …
Chumor 2.0: Towards Benchmarking Chinese Humor Understanding
Existing humor datasets and evaluations predominantly focus on English, leaving limited
resources for culturally nuanced humor in non-English languages like Chinese. To address …
resources for culturally nuanced humor in non-English languages like Chinese. To address …
Causality for Natural Language Processing
Z Jin - 2024 - ub01.uni-tuebingen.de
Causal reasoning is a cornerstone of human intelligence and a critical capability for artificial
systems aiming to achieve advanced understanding and decision-making. This thesis …
systems aiming to achieve advanced understanding and decision-making. This thesis …
In the minds of stochastic parrots: Benchmarking, evaluating and interpreting large language models
F Morger - 2024 - gupea.ub.gu.se
The arrival of large language models (LLMs) in recent years has changed the landscape of
natural language processing (NLP). Their impressive performance on popular benchmarks …
natural language processing (NLP). Their impressive performance on popular benchmarks …