A multistrain bacterial model for link prediction andrea chiancone. - Andrea Chiancone; Alfredo Milani; Valentina Poggioni; Simonetta Pallottelli; Andrea Madotto; Valentina Franzoni (ICNC, 2015)

Question Dependent Recurrent Entity Network for Question Answering. - Andrea Madotto; Giuseppe Attardi (NL4AI@AI*IA, 2017)

FA3L at SemEval-2017 Task 3: A ThRee Embeddings Recurrent Neural Network for Question Answering. - Giuseppe Attardi; Antonio Carta; Federico Errica; Andrea Madotto; Ludovica Pannitto (SemEval@ACL, 2017)

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CodeSwitch@ACL, 2018)

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. - Genta Indra Winata; Chien-Sheng Wu; Andrea Madotto; Pascale Fung (CodeSwitch@ACL, 2018)

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. - Andrea Madotto; Chien-Sheng Wu; Pascale Fung (ACL (1), 2018)

End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-Oriented Dialog. - Chien-Sheng Wu; Andrea Madotto; Genta Indra Winata; Pascale Fung (ICASSP, 2018)

Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. - Peng Xu 008; Andrea Madotto; Chien-Sheng Wu; Ji Ho Park; Pascale Fung (WASSA@EMNLP, 2018)

Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoRR, 2018)

Towards End-to-end Automatic Code-Switching Speech Recognition. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoRR, 2018)

Exploring Social Bias in Chatbots using Stereotype Knowledge. - Nayeon Lee; Andrea Madotto; Pascale Fung (WNLP@ACL, 2019)

Personalizing Dialogue Agents via Meta-Learning. - Andrea Madotto; Zhaojiang Lin; Chien-Sheng Wu; Pascale Fung (ACL (1), 2019)

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. - Chien-Sheng Wu; Andrea Madotto; Ehsan Hosseini-Asl; Caiming Xiong; Richard Socher; Pascale Fung (ACL (1), 2019)

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoNLL, 2019)

MoEL: Mixture of Empathetic Listeners. - Zhaojiang Lin; Andrea Madotto; Jamin Shin; Peng Xu 008; Pascale Fung (EMNLP/IJCNLP (1), 2019)

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. - Zihan Liu 001; Jamin Shin; Yan Xu 012; Genta Indra Winata; Peng Xu 008; Andrea Madotto; Pascale Fung (EMNLP/IJCNLP (1), 2019)

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. - Peng Xu 008; Chien-Sheng Wu; Andrea Madotto; Pascale Fung (EMNLP/IJCNLP (1), 2019)

Commonsense and Semantic-Guided Navigation through Language in Embodied Environment. - Dian Yu 002; Chandra Khatri; Alexandros Papangelis; Andrea Madotto; Mahdi Namazifar; Joost Huizinga; Adrien Ecoffet; Huaixiu Zheng; Piero Molino; Jeff Clune; Zhou Yu 005; Kenji Sagae; et al. (ViGIL@NeurIPS, 2019)

CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. - Genta Indra Winata; Andrea Madotto; Zhaojiang Lin; Jamin Shin; Yan Xu 012; Peng Xu 008; Pascale Fung (SemEval@NAACL-HLT, 2019)

HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead. - Jamin Shin; Peng Xu 008; Andrea Madotto; Pascale Fung (CoRR, 2019)

On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression. - Genta Indra Winata; Andrea Madotto; Jamin Shin; Elham J. Barezi; Pascale Fung (CoRR, 2019)

Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning. - Zhaojiang Lin; Andrea Madotto; Pascale Fung (EMNLP (Findings), 2020)

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems. - Zhaojiang Lin; Andrea Madotto; Genta Indra Winata; Pascale Fung (EMNLP (1), 2020)

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems. - Andrea Madotto; Samuel Cahyawijaya; Genta Indra Winata; Yan Xu 012; Zihan Liu 001; Zhaojiang Lin; Pascale Fung (EMNLP (Findings), 2020)

Plug-and-Play Conversational Models. - Andrea Madotto; Etsuko Ishii; Zhaojiang Lin; Sumanth Dathathri; Pascale Fung (EMNLP (Findings), 2020)

Generating Empathetic Responses by Looking Ahead the User's Sentiment. - Jamin Shin; Peng Xu 008; Andrea Madotto; Pascale Fung (ICASSP, 2020)

Plug and Play Language Models: A Simple Approach to Controlled Text Generation. - Sumanth Dathathri; Andrea Madotto; Janice Lan; Jane Hung; Eric Frank; Piero Molino; Jason Yosinski; Rosanne Liu (ICLR, 2020)

Exploration Based Language Learning for Text-Based Games. - Andrea Madotto; Mahdi Namazifar; Joost Huizinga; Piero Molino; Adrien Ecoffet; Huaixiu Zheng; Alexandros Papangelis; Dian Yu 002; Chandra Khatri; Gökhan Tür (IJCAI, 2020)

Learning Fast Adaptation on Cross-Accented Speech Recognition. - Genta Indra Winata; Samuel Cahyawijaya; Zihan Liu 001; Zhaojiang Lin; Andrea Madotto; Peng Xu 008; Pascale Fung (INTERSPEECH, 2020)

Getting To Know You: User Attribute Extraction from Dialogues. - Chien-Sheng Wu; Andrea Madotto; Zhaojiang Lin; Peng Xu 008; Pascale Fung (LREC, 2020)

Attention over Parameters for Dialogue Systems. - Andrea Madotto; Zhaojiang Lin; Chien-Sheng Wu; Jamin Shin; Pascale Fung (CoRR, 2020)

XPersona: Evaluating Multilingual Personalized Chatbot. - Zhaojiang Lin; Zihan Liu 001; Genta Indra Winata; Samuel Cahyawijaya; Andrea Madotto; Yejin Bang; Etsuko Ishii; Pascale Fung (CoRR, 2020)

Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning. - Zihan Liu 001; Genta Indra Winata; Andrea Madotto; Pascale Fung (CoRR, 2020)

Misinformation Has High Perplexity. - Nayeon Lee; Yejin Bang; Andrea Madotto; Pascale Fung (CoRR, 2020)

Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems. - Andrea Madotto; Zihan Liu 001; Zhaojiang Lin; Pascale Fung (CoRR, 2020)

Continual Learning in Task-Oriented Dialogue Systems. - Andrea Madotto; Zhaojiang Lin; Zhenpeng Zhou; Seungwhan Moon; Paul A. Crook; Bing Liu; Zhou Yu; Eunjoon Cho; Zhiguang Wang (CoRR, 2020)

The Adapter-Bot: All-In-One Controllable Conversational Model. - Zhaojiang Lin; Andrea Madotto; Yejin Bang; Pascale Fung (AAAI, 2021)

CrossNER: Evaluating Cross-Domain Named Entity Recognition. - Zihan Liu 001; Yan Xu 012; Tiezheng Yu; Wenliang Dai; Ziwei Ji 001; Samuel Cahyawijaya; Andrea Madotto; Pascale Fung (AAAI, 2021)

On the Importance of Word Order Information in Cross-lingual Sequence Labeling. - Zihan Liu 001; Genta Indra Winata; Samuel Cahyawijaya; Andrea Madotto; Zhaojiang Lin; Pascale Fung (AAAI, 2021)

Are Multilingual Models Effective in Code-Switching? - Genta Indra Winata; Samuel Cahyawijaya; Zihan Liu 001; Zhaojiang Lin; Andrea Madotto; Pascale Fung (CALCS@NAACL, 2021)

CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System. - Yan Xu 012; Etsuko Ishii; Genta Indra Winata; Zhaojiang Lin; Andrea Madotto; Zihan Liu 001; Peng Xu 008; Pascale Fung (DialDoc@ACL-IJCNLP, 2021)

Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding. - Nouha Dziri; Andrea Madotto; Osmar Zaïane; Avishek Joey Bose (EMNLP (1), 2021)

Zero-Shot Dialogue State Tracking via Cross-Task Transfer. - Zhaojiang Lin; Bing Liu; Andrea Madotto; Seungwhan Moon; Zhenpeng Zhou; Paul A. Crook; Zhiguang Wang; Zhou Yu 005; Eunjoon Cho; Rajen Subba; Pascale Fung (EMNLP (1), 2021)

Continual Learning in Task-Oriented Dialogue Systems. - Andrea Madotto; Zhaojiang Lin; Zhenpeng Zhou; Seungwhan Moon; Paul A. Crook; Bing Liu; Zhou Yu 005; Eunjoon Cho; Pascale Fung; Zhiguang Wang (EMNLP (1), 2021)

Towards Few-shot Fact-Checking via Perplexity. - Nayeon Lee; Yejin Bang; Andrea Madotto; Pascale Fung (NAACL-HLT, 2021)

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking. - Zhaojiang Lin; Bing Liu; Seungwhan Moon; Paul A. Crook; Zhenpeng Zhou; Zhiguang Wang; Zhou Yu; Andrea Madotto; Eunjoon Cho; Rajen Subba (NAACL-HLT, 2021)

BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. - Zhaojiang Lin; Andrea Madotto; Genta Indra Winata; Peng Xu 008; Feijun Jiang; Yuxiang Hu; Chen Shi; Pascale Fung (NeurIPS Datasets and Benchmarks, 2021)

Preserving Cross-Linguality of Pre-trained Models via Continual Learning. - Zihan Liu 001; Genta Indra Winata; Andrea Madotto; Pascale Fung (RepL4NLP@ACL-IJCNLP, 2021)

Assessing Political Prudence of Open-domain Chatbots. - Yejin Bang; Nayeon Lee; Etsuko Ishii; Andrea Madotto; Pascale Fung (SIGDIAL, 2021)

Towards Few-Shot Fact-Checking via Perplexity. - Nayeon Lee; Yejin Bang; Andrea Madotto; Madian Khabsa; Pascale Fung (CoRR, 2021)

Mitigating Media Bias through Neutral Article Generation. - Nayeon Lee; Yejin Bang; Andrea Madotto; Pascale Fung (CoRR, 2021)

Dynamically Addressing Unseen Rumor via Continual Learning. - Nayeon Lee; Andrea Madotto; Yejin Bang; Pascale Fung (CoRR, 2021)

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking. - Zhaojiang Lin; Bing Liu; Seungwhan Moon; Paul A. Crook; Zhenpeng Zhou; Zhiguang Wang; Zhou Yu; Andrea Madotto; Eunjoon Cho; Rajen Subba (CoRR, 2021)

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. - Yan Xu 012; Etsuko Ishii; Zihan Liu 001; Genta Indra Winata; Dan Su 003; Andrea Madotto; Pascale Fung (CoRR, 2021)

Taming the Beast: Learning to Control Neural Conversational Models. - Andrea Madotto (CoRR, 2021)

Language Models are Few-shot Multilingual Learners. - Genta Indra Winata; Andrea Madotto; Zhaojiang Lin; Rosanne Liu; Jason Yosinski; Pascale Fung (CoRR, 2021)

Few-Shot Bot: Prompt-Based Learning for Dialogue Systems. - Andrea Madotto; Zhaojiang Lin; Genta Indra Winata; Pascale Fung (CoRR, 2021)

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. - Yan Xu 012; Etsuko Ishii; Samuel Cahyawijaya; Zihan Liu 001; Genta Indra Winata; Andrea Madotto; Dan Su 003; Pascale Fung (DialDoc@ACL, 2022)

Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking. - Jamin Shin; Hangyeol Yu; Hyeongdon Moon; Andrea Madotto; Juneyoung Park (ACL (Findings), 2022)

QAConv: Question Answering on Informative Conversations. - Chien-Sheng Wu; Andrea Madotto; Wenhao Liu 003; Pascale Fung; Caiming Xiong (ACL (1), 2022)

VScript: Controllable Script Generation with Visual Presentation. - Ziwei Ji 001; Yan Xu 012; I-Tsun Cheng; Samuel Cahyawijaya; Rita Frieske; Etsuko Ishii; Min Zeng; Andrea Madotto; Pascale Fung (AACL/IJCNLP (System Demonstrations), 2022)

NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias. - Nayeon Lee; Yejin Bang; Tiezheng Yu; Andrea Madotto; Pascale Fung (NAACL-HLT, 2022)

VScript: Controllable Script Generation with Audio-Visual Presentation. - Ziwei Ji 001; Yan Xu 012; I-Tsun Cheng; Samuel Cahyawijaya; Rita Frieske; Etsuko Ishii; Min Zeng; Andrea Madotto; Pascale Fung (CoRR, 2022)

AiSocrates: Towards Answering Ethical Quandary Questions. - Yejin Bang; Nayeon Lee; Tiezheng Yu; Leila Khalatbari; Yan Xu 012; Dan Su 003; Elham J. Barezi; Andrea Madotto; Hayden Kee; Pascale Fung (CoRR, 2022)

Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values. - Yejin Bang; Tiezheng Yu; Andrea Madotto; Zhaojiang Lin; Mona T. Diab; Pascale Fung (CoRR, 2022)

IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text. - Seungwhan Moon; Andrea Madotto; Zhaojiang Lin; Alireza Dirafzoon; Aparajita Saraf; Amy Bearman; Babak Damavandi (CoRR, 2022)

Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts. - Mounica Maddela; Megan Ung; Jing Xu; Andrea Madotto; Heather Foran; Y-Lan Boureau (ACL (1), 2023)

SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams. - Te-Lin Wu; Satwik Kottur; Andrea Madotto; Mahmoud Azab; Pedro Rodríguez 001; Babak Damavandi; Nanyun Peng 001; Seungwhan Moon (ACL (1), 2023)

Continual Dialogue State Tracking via Example-Guided Question Answering. - Hyundong Cho; Andrea Madotto; Zhaojiang Lin; Khyathi Raghavi Chandu; Satwik Kottur; Jing Xu; Jonathan May; Chinnadhurai Sankar (EMNLP, 2023)

IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning. - Seungwhan Moon; Andrea Madotto; Zhaojiang Lin; Aparajita Saraf; Amy Bearman; Babak Damavandi (EMNLP (Findings), 2023)

A Survey of Datasets, Applications, and Models for IMU Sensor Signals. - Aparajita Saraf; Seungwhan Moon; Andrea Madotto (ICASSP Workshops, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

Survey of Hallucination in Natural Language Generation. - Ziwei Ji 001; Nayeon Lee; Rita Frieske; Tiezheng Yu; Dan Su 003; Yan Xu 012; Etsuko Ishii; Yejin Bang; Andrea Madotto; Pascale Fung (ACM Comput. Surv., 2023)

AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model. - Seungwhan Moon; Andrea Madotto; Zhaojiang Lin; Tushar Nagarajan; Matt Smith; Shashank Jain; Chun-Fu Yeh; Prakash Murugesan; Peyman Heidari; Yue Liu; Kavya Srinet; Babak Damavandi; et al. (EMNLP (Industry Track), 2024)

SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. - Jielin Qiu; Andrea Madotto; Zhaojiang Lin; Paul A. Crook; Yifan Ethan Xu; Babak Damavandi; Xin Dong 001; Christos Faloutsos; Lei Li 005; Seungwhan Moon (EMNLP (Findings), 2024)

Fine-Tuned Language Models Generate Stable Inorganic Materials as Text. - Nate Gruver; Anuroop Sriram; Andrea Madotto; Andrew Gordon Wilson; C. Lawrence Zitnick; Zachary W. Ulissi (ICLR, 2024)

Corgi: Cached Memory Guided Video Generation. - Xindi Wu; Uriel Singer; Zhaojiang Lin; Andrea Madotto; Xide Xia; Yifan Xu; Paul A. Crook; Xin Luna Dong; Seungwhan Moon (WACV, 2025)

PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding. - Jang Hyun Cho; Andrea Madotto; Effrosyni Mavroudi; Triantafyllos Afouras; Tushar Nagarajan; Muhammad Maaz 001; Yale Song; Tengyu Ma 005; Shuming Hu; Suyog Dutt Jain; Miguel Martin; Huiyu Wang; et al. (CoRR, 2025)

Perception Encoder: The best visual embeddings are not at the output of the network. - Daniel Bolya; Po-Yao Huang 001; Peize Sun; Jang Hyun Cho; Andrea Madotto; Chen Wei 005; Tengyu Ma 005; Jiale Zhi; Jathushan Rajasegaran; Hanoona Rasheed; Junke Wang; Marco Monteiro; et al. (CoRR, 2025)

Proactive Assistant Dialogue Generation from Streaming Egocentric Videos. - Yichi Zhang 001; Xin Luna Dong; Zhaojiang Lin; Andrea Madotto; Anuj Kumar; Babak Damavandi; Joyce Chai; Seungwhan Moon (CoRR, 2025)

Embodied AI Agents: Modeling the World. - Pascale Fung; Yoram Bachrach; Asli Celikyilmaz; Kamalika Chaudhuri; Delong Chen; Willy Chung; Emmanuel Dupoux; Hervé Jégou; Alessandro Lazaric; Arjun Majumdar; Andrea Madotto; Franziska Meier; et al. (CoRR, 2025)