activity
20242026
most citedEmotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions

9 citations · 9 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CL2026

FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and Cultures

Liliia Bogdanova, Shiran Sun, Lifeng Han +2

This system paper describes our participation in the SemEval-2025 Task-7 ``Everyday Knowledge Across Diverse Languages and Cultures''. We attended two subtasks, i.e., Track 1: Shor…

cs.CL2025

Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation

Joachim Baumann, Paul Röttger, Aleksandra Urman +4

Large language models are rapidly transforming social science research by enabling the automation of labor-intensive tasks like data annotation and text analysis. However, LLM outp…

cs.CL2025

SINAI at eRisk@CLEF 2022: Approaching Early Detection of Gambling and Eating Disorders with Natural Language Processing

Alba Maria Marmol-Romero, Salud Maria Jimenez-Zafra, Flor Miriam Plaza-del-Arco +3

This paper describes the participation of the SINAI team in the eRisk@CLEF lab. Specifically, two of the proposed tasks have been addressed: i) Task 1 on the early detection of sig…

cs.CL2025

SINAI at eRisk@CLEF 2023: Approaching Early Detection of Gambling with Natural Language Processing

Alba Maria Marmol-Romero, Flor Miriam Plaza-del-Arco, Arturo Montejo-Raez

This paper describes the participation of the SINAI team in the eRisk@CLEF lab. Specifically, one of the proposed tasks has been addressed: Task 2 on the early detection of signs o…

cs.CL2025

Exploring Subjective Tasks in Farsi: A Survey Analysis and Evaluation of Language Models

Donya Rooein, Flor Miriam Plaza-del-Arco, Debora Nozza +1

Given Farsi's speaker base of over 127 million people and the growing availability of digital text, including more than 1.3 million articles on Wikipedia, it is considered a middle…

cs.CL2025

La Leaderboard: A Large Language Model Leaderboard for Spanish Varieties and Languages of Spain and Latin America

María Grandury, Javier Aula-Blasco, Júlia Falcão +22

Leaderboards showcase the current capabilities and limitations of Large Language Models (LLMs). To motivate the development of LLMs that represent the linguistic and cultural diver…

cs.CL2025

Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate

Mikel K. Ngueajio, Flor Miriam Plaza-del-Arco, Yi-Ling Chung +2

Automated counter-narratives (CN) offer a promising strategy for mitigating online hate speech, yet concerns about their affective tone, accessibility, and ethical risks remain. We…

cs.CL2025

MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation

Jackson Trager, Francielle Vargas, Diego Alves +6

Ensuring the moral reasoning capabilities of Large Language Models (LLMs) is a growing concern as these systems are used in socially sensitive tasks. Nevertheless, current evaluati…

cs.CL2024

Divine LLaMAs: Bias, Stereotypes, Stigmatization, and Emotion Representation of Religion in Large Language Models

Flor Miriam Plaza-del-Arco, Amanda Cercas Curry, Susanna Paoli +2

Emotions play important epistemological and cognitive roles in our lives, revealing our values and guiding our actions. Previous work has shown that LLMs display biases in emotion…

cs.CL2024★ 9 cited

Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions

Flor Miriam Plaza-del-Arco, Alba Curry, Amanda Cercas Curry +1

Emotions are a central aspect of communication. Consequently, emotion analysis (EA) is a rapidly growing field in natural language processing (NLP). However, there is no consensus…