John Mendonça

7 papers · 2020–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

Interspeech (3) EMNLP (2) ACL (1) EACL (1)

Top co-authors

Isabel Trancoso (7) Alon Lavie (4) Alberto Abad (3) Francisco Teixeira (2) Anna Pompili (2) Patrícia Pereira (2) Catarina Botelho (2) Miguel Menezes (1) Tanja Schultz (1) Diogo A. P. Nunes (1)

Research topics

Natural Language Processing (5) Machine Learning (4) Generation (4) Resources & Methods (4) Speech & Audio (2) Analysis (2) Application Areas (2) Core Methods (2) Learning Types (2) Artificial Intelligence (1) Healthcare & Medicine (1) Applications (1) Clinical (1) Core AI (1)

Keywords

large language model (3) conversational ai (2) dialogue evaluation (2) automatic 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) model ensembling (1) bidirectional lstm (1) open-domain dialogue (1) customer support (1) meta-evaluation benchmark (1) alzheimer disease detection (1) llm judge (1)

Papers

MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators EACL 2026 Acoustic and Linguistic Biomarkers for Cognitive Impairment Detection from Speech Interspeech 2025 Macro-descriptors for Alzheimer's disease detection using large language models Interspeech 2024 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 Dialogue Quality and Emotion Annotations for Customer Support Conversations EMNLP 2023 Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge Interspeech 2020