4 papers · 1 filter
When Consistency Becomes Bias: Interviewer Effects in Semi-Structured Clinical Interviews
Hasindri Watawana, Sergio Burdisso, Diego A. Moreno-Galván +4
Automatic depression detection from doctor-patient conversations has gained momentum thanks to the availability of public corpora and advances in language modeling. However, interp…
Demographic Biases and Gaps in the Perception of Sexism in Large Language Models
Judith Tavarez-Rodríguez, Fernando Sánchez-Vega, A. Pastor López-Monroy
The use of Large Language Models (LLMs) has proven to be a tool that could help in the automatic detection of sexism. Previous studies have shown that these models contain biases t…
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes
Raúl Vázquez, Timothee Mickus, Elaine Zosa +15
We present the Mu-SHROOM shared task which is focused on detecting hallucinations and other overgeneration mistakes in the output of instruction-tuned large language models (LLMs).…
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations
Emilio Villa-Cueva, A. Pastor López-Monroy, Fernando Sánchez-Vega +1
Zero-Shot Cross-lingual Transfer (ZS-XLT) utilizes a model trained in a source language to make predictions in another language, often with a performance loss. To alleviate this, a…