John Mendonça

6 papers · 2020–2026 · 4 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (11) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Conferences

EMNLP (2) INTERSPEECH (2) ACL (1) EACL (1)

Top co-authors

Isabel Trancoso (6) Alon Lavie (4) Alberto Abad (2) Francisco Teixeira (1) Vera Cabarrão (1) Catarina Botelho (1) Miguel Menezes (1) Tanja Schultz (1) Patrícia Pereira (1) Anna Pompili (1)

Keywords

large language model (3) automatic evaluation (2) conversational ai (2) dialogue evaluation (2) text classification (1) emotion recognition (1) speech transcription (1) speech analysis (1) instruction tuning (1) disfluency detection (1) speech classification (1) pearson correlation (1) evaluation benchmark (1) bidirectional lstm (1) open-domain dialogue (1) customer support (1) meta-evaluation benchmark (1) alzheimer disease detection (1) llm judge (1) multilingual dialogue (1)

Papers

MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators EACL 2026

On the Benchmarking of LLMs for Open-Domain Dialogue Evaluation ACL 2024

Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs EMNLP 2024

Macro-descriptors for Alzheimer's disease detection using large language models INTERSPEECH 2024

Dialogue Quality and Emotion Annotations for Customer Support Conversations EMNLP 2023

Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge INTERSPEECH 2020