| 2025 | NAACL | Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation. | Mahnaz Koupaee, Jake W. Vincent, Saab Mansour, Igor Shalyminov, Han He, Hwanjun Song, Raphael Shu, Jianfeng He, Yi Nian, Amy Wing-mei Wong, Kyu J. Han, Hang Su |
| 2024 | ACL | FineSurE: Fine-grained Summarization Evaluation using LLMs. | Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour |
| 2024 | ACL | Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders. | Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su, Hwanjun Song, Saab Mansour |
| 2024 | ECCV | Controllable Contextualized Image Captioning: Directing the Visual Narrative Through User-Defined Highlights. | Shunqi Mao, Chaoyi Zhang, Hang Su, Hwanjun Song, Igor Shalyminov, Weidong Cai |
| 2024 | NAACL | MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. | Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Lijia Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour |
| 2024 | NAACL | CERET: Cost-Effective Extrinsic Refinement for Text Generation. | Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour |
| 2024 | NAACL | Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. | Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour |
| 2024 | NAACL | TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization. | Liyan Tang, Igor Shalyminov, Amy Wing-mei Wong, Jon Burnsky, Jake W. Vincent, Yuan Yang, Siffi Singh, Song Feng, Hwanjun Song, Hang Su, Lijia Sun, Yi Zhang, Saab Mansour, Kathleen McKeown |
| 2023 | EMNLP | Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. | Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour |
| 2020 | ICASSP | Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer. | Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz |
| 2019 | EMNLP | Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. | Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon |
| 2019 | ICASSP | Contextual Out-of-domain Utterance Handling with Counterfeit Data Augmentation. | Sungjin Lee, Igor Shalyminov |
| 2019 | SIGdial | Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach. | Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon |
| 2018 | EMNLP | Neural Response Ranking for Social Conversation: A Data-Efficient Approach. | Igor Shalyminov, Ondrej Dusek, Oliver Lemon |
| 2017 | EMNLP | Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars. | Arash Eshghi, Igor Shalyminov, Oliver Lemon |