Artificial intelligence in oncology: ensuring safe and effective integration of language models in clinical practice

L Verlingue, C Boyer, L Olgiati, CB Mairesse… - The Lancet Regional …, 2024‏ - thelancet.com
Summary In this Personal View, we address the latest advancements in automatic text
analysis with artificial intelligence (AI) in medicine, with a focus on its implications in aiding …

Badrock at semeval-2024 task 8: Distilbert to detect multigenerator, multidomain and multilingual black-box machine-generated text

M Siino - Proceedings of the 18th International Workshop on …, 2024‏ - aclanthology.org
Abstract The rise of Large Language Models (LLMs) has brought about a notable shift,
rendering them increasingly ubiquitous and readily accessible. This accessibility has …

T5-medical at semeval-2024 task 2: Using t5 medical embedding for natural language inference on clinical trial data

M Siino - Proceedings of the 18th International Workshop on …, 2024‏ - aclanthology.org
In this work, we address the challenge of identifying the inference relation between a plain
language statement and Clinical Trial Reports (CTRs) by using a T5-large model …

Mcrock at semeval-2024 task 4: Mistral 7b for multilingual detection of persuasion techniques in memes

M Siino - Proceedings Of The 18th International Workshop On …, 2024‏ - aclanthology.org
One of the most widely used content types in internet misinformation campaigns is memes.
Since they can readily reach a big number of users on social media sites, they are most …

[PDF][PDF] GPT hallucination detection through prompt engineering

M Siino, I Tinnirello - Working Notes of CLEF, 2024‏ - ceur-ws.org
Detecting hallucinated or factually inaccurate information from GPT models can be
challenging for humans. Consequently, it is crucial to thoroughly test Large Language …

Transmistral at semeval-2024 task 10: Using mistral 7b for emotion discovery and reasoning its flip in conversation

M Siino - Proceedings of the 18th International Workshop on …, 2024‏ - aclanthology.org
The EDiReF shared task at SemEval 2024 comprises three subtasks: Emotion Recognition
in Conversation (ERC) in Hindi-English code-mixed conversations, Emotion Flip Reasoning …

All-mpnet at semeval-2024 task 1: Application of mpnet for evaluating semantic textual relatedness

M Siino - Proceedings of the 18th International Workshop on …, 2024‏ - aclanthology.org
In this study, we tackle the task of automatically discerning the level of semantic relatedness
between pairs of sentences. Specifically, Task 1 at SemEval-2024 involves predicting the …

[PDF][PDF] Prompt engineering for identifying sexism using GPT mistral 7B

M Siino, I Tinnirello - Working Notes of CLEF, 2024‏ - ceur-ws.org
EXIST is an ongoing series of scientific events and collaborative tasks dedicated to
identifying sexism in social networks. The goal of EXIST-in this case hosted at CLEF 2024-is …

FZI-WIM at SemEval-2024 Task 2: Self-Consistent CoT for Complex NLI in Biomedical Domain

J Liu, S Thoma - arxiv preprint arxiv:2406.10040, 2024‏ - arxiv.org
This paper describes the inference system of FZI-WIM at the SemEval-2024 Task 2: Safe
Biomedical Natural Language Inference for Clinical Trials. Our system utilizes the chain of …

IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials

S Mandal, A Modi - arxiv preprint arxiv:2404.04510, 2024‏ - arxiv.org
Large Language models (LLMs) have demonstrated state-of-the-art performance in various
natural language processing (NLP) tasks across multiple domains, yet they are prone to …