Andrea Madotto

54 papers · 2017–2025 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (8) 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (39) 🔬 Deep Specialist (18) 🧬 Topic Evolution 🏆 Keyword Champion (8) ⚡ Prolific Year (6) ❓ The Questioner (3) 🗃️ Keyword Collector (223) 💎 Century Club (54) 📈 Trend Setter 🔥 Unstoppable (9)

Conferences

EMNLP (18) ACL (14) IJCNLP (6) NAACL (4) AAAI (3) ICLR (2) SEMEVAL (2) AACL (1) CONLL (1) IJCAI (1) INTERSPEECH (1) WACV (1)

Top co-authors

Pascale Fung (39) Zhaojiang Lin (26) Genta Indra Winata (17) Zihan Liu (13) Peng Xu (11) Yan Xu (10) Chien-Sheng Wu (10) Seungwhan Moon (9) Samuel Cahyawijaya (9) Etsuko Ishii (7)

Research topics

Keywords

dialogue system (11) transfer learning (8) dialogue state tracking (8) few-shot learning (7) language model (7) cross-lingual transfer (7) text generation (6) response generation (6) named entity recognition (6) task-oriented dialogue (5) part-of-speech tagging (5) multi-task learning (5) zero-shot learning (4) continual learning (4) dialogue generation (4) multimodal learning (3) domain adaptation (3) controllable generation (3) reinforcement learning (3) question answering (3)

Papers

Corgi: Cached Memory Guided Video Generation WACV 2025

Proactive Assistant Dialogue Generation from Streaming Egocentric Videos EMNLP 2025

SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM EMNLP 2024

Fine-Tuned Language Models Generate Stable Inorganic Materials as Text ICLR 2024

AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024

SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams ACL 2023

Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values ACL 2023

IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning EMNLP 2023

Continual Dialogue State Tracking via Example-Guided Question Answering EMNLP 2023

Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts ACL 2023

VScript: Controllable Script Generation with Visual Presentation AACL 2022

NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias NAACL 2022

QAConv: Question Answering on Informative Conversations ACL 2022

Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking ACL 2022

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters ACL 2022

VScript: Controllable Script Generation with Visual Presentation IJCNLP 2022

Towards Few-shot Fact-Checking via Perplexity NAACL 2021

On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021

The Adapter-Bot: All-In-One Controllable Conversational Model AAAI 2021

CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System ACL 2021

Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021

Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding EMNLP 2021

Continual Learning in Task-Oriented Dialogue Systems EMNLP 2021

Zero-Shot Dialogue State Tracking via Cross-Task Transfer EMNLP 2021

Language Models are Few-shot Multilingual Learners EMNLP 2021

XPersona: Evaluating Multilingual Personalized Chatbot EMNLP 2021

CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System IJCNLP 2021

Preserving Cross-Linguality of Pre-trained Models via Continual Learning IJCNLP 2021

CrossNER: Evaluating Cross-Domain Named Entity Recognition AAAI 2021

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking NAACL 2021

Are Multilingual Models Effective in Code-Switching? NAACL 2021

Exploration Based Language Learning for Text-Based Games IJCAI 2020

Plug-and-Play Conversational Models EMNLP 2020

Plug and Play Language Models: A Simple Approach to Controlled Text Generation ICLR 2020

Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems EMNLP 2020

Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning EMNLP 2020

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems EMNLP 2020

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables IJCNLP 2019

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning IJCNLP 2019

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables EMNLP 2019

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning EMNLP 2019

CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification SEMEVAL 2019

MoEL: Mixture of Empathetic Listeners EMNLP 2019

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CONLL 2019

Exploring Social Bias in Chatbots using Stereotype Knowledge ACL 2019

Personalizing Dialogue Agents via Meta-Learning ACL 2019

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems ACL 2019

MoEL: Mixture of Empathetic Listeners IJCNLP 2019

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ACL 2018

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems ACL 2018

Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training EMNLP 2018

FA3L at SemEval-2017 Task 3: A ThRee Embeddings Recurrent Neural Network for Question Answering SEMEVAL 2017