Publications

Dialogue & Robots

• 2026 EACL 2026 Student Research Workshop: Mentorship Program Report EACL SRW 2026
• 2025 A modular architecture for creating multimodal embodied agents with an episodic Knowledge Graph as an explainable and controllable long-term memory Dialogue & Discourse, 16(3)
• 2024 Knowledge-centered conversational agents with a drive to learn NAACL SRW 2024
• 2024 A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being HHAI 2024
• 2023 The Role of Personal Perspectives in Open-Domain Dialogue BNAIC/BENELEARN 2023
• 2023 Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation DSTC11 2023
• 2022 Evaluating Agent Interactions Through Episodic Knowledge Graphs CCGPK Workshop 2022 • Best Paper Award
• 2022 A modular architecture for creating multimodal agents MMAI Workshop 2022
• 2021 EMISSOR: A platform for capturing multimodal interactions as Episodic Memories and Interpretations with Situated Scenario-based Ontological References MMSR Workshop 2021
• 2019 Leolani: a robot that communicates and learns about the shared world ISWC Satellites 2019
• 2019 Modelling context awareness for a situated semantic agent MOIC 2019
• 2019 A communicative robot to learn about us and the world Dialogue 2019
• 2018 Leolani: a reference machine with a theory of mind for social communication TSD 2018

Knowledge Graphs

• 2025 Extracting triples from dialogues for conversational social agents HHAI 2025
• 2025 NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs MCG Workshop 2025
• 2024 Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech Findings of EMNLP 2024
• 2024 Graph Representations for Machine Translation in Dialogue Settings WMT 2024
• 2024 Knowledge acquisition for dialogue agents using reinforcement learning on graph representations arXiv 2024
• 2022 Prompting as Probing: Using Language Models for Knowledge Base Construction LM-KBC Challenge 2022 • 1st place

Health Informatics & NLP

• 2024 Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management JAIR, vol. 80
• 2024 Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning HHAI 2024
• 2023 Confidently Wrong: Exploring the Calibration and Expression of (Un)Certainty of Large Language Models in a Multilingual Setting MM-NLG Workshop 2023
• 2022 Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction Argument Mining Workshop 2022 • 1st place
• 2022 Access to care: analysis of the geographical distribution of healthcare using Linked Open Data SWH Workshop 2022
• 2021 Learning profile-based recommendations for medical search auto-complete AAAI-MAKE 2021
• 2020 Normalization of Long-tail Adverse Drug Reactions in Social Media LOUHI Workshop 2020
• 2020 Language identification for short medical texts HEALTHINF 2020
• 2019 Give it a shot: Few-shot learning to normalize ADR mentions in Social Media posts SMM4H@ACL 2019

Early Research

• 2018 Individual Travel Behavior Modeling of Public Transport Passenger Based on Graph Construction Journal of Advanced Transportation
• 2017 Pattern recognition of traveling behavior: Beijing use case MSc Thesis
• 2015 Predicting opponent team activity in a RoboCup environment BSc Thesis