Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars. - Arash Eshghi; Igor Shalyminov; Oliver Lemon (EMNLP, 2017)

Interactional dynamics and the emergence of language games. - Arash Eshghi; Igor Shalyminov; Oliver Lemon (FADLI@ESSLLI, 2017)

Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Phenomena. - Igor Shalyminov; Arash Eshghi; Oliver Lemon (CoRR, 2017)

An Ensemble Model with Ranking for Social Dialogue. - Ioannis Papaioannou; Amanda Cercas Curry; Jose L. Part; Igor Shalyminov; Xinnuo Xu; Yanchao Yu; Ondrej Dusek; Verena Rieser; Oliver Lemon (CoRR, 2017)

Neural Response Ranking for Social Conversation: A Data-Efficient Approach. - Igor Shalyminov; Ondrej Dusek; Oliver Lemon (SCAI@EMNLP, 2018)

Multi-Task Learning for Domain-General Spoken Disfluency Detection in Dialogue Systems. - Igor Shalyminov; Arash Eshghi; Oliver Lemon (CoRR, 2018)

Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout. - Igor Shalyminov; Sungjin Lee (CoRR, 2018)

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. - Igor Shalyminov; Sungjin Lee; Arash Eshghi; Oliver Lemon (EMNLP/IJCNLP (1), 2019)

Contextual Out-of-domain Utterance Handling with Counterfeit Data Augmentation. - Sungjin Lee; Igor Shalyminov (ICASSP, 2019)

Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach. - Igor Shalyminov; Sungjin Lee; Arash Eshghi; Oliver Lemon (SIGdial, 2019)

Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer. - Igor Shalyminov; Alessandro Sordoni; Adam Atkinson; Hannes Schulz (ICASSP, 2020)

Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation. - Igor Shalyminov; Alessandro Sordoni; Adam Atkinson; Hannes Schulz (CoRR, 2020)

Data-Efficient Methods for Dialogue Systems. - Igor Shalyminov (CoRR, 2020)

GRTr: Generative-Retrieval Transformers for Data-Efficient Dialogue Domain Adaptation. - Igor Shalyminov; Alessandro Sordoni; Adam Atkinson; Hannes Schulz (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. - Hwanjun Song; Igor Shalyminov; Hang Su; Siffi Singh; Kaisheng Yao; Saab Mansour (EMNLP (Findings), 2023)

FineSurE: Fine-grained Summarization Evaluation using LLMs. - Hwanjun Song; Hang Su; Igor Shalyminov; Jason Cai; Saab Mansour (ACL (1), 2024)

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 (ACL (1), 2024)

Controllable Contextualized Image Captioning: Directing the Visual Narrative Through User-Defined Highlights. - Shunqi Mao; Chaoyi Zhang; Hang Su; Hwanjun Song; Igor Shalyminov; Weidong Cai 001 (ECCV (50), 2024)

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 004; Siffi Singh; Saab Mansour (NAACL-HLT, 2024)

CERET: Cost-Effective Extrinsic Refinement for Text Generation. - Jason Cai; Hang Su; Monica Sunkara; Igor Shalyminov; Saab Mansour (NAACL-HLT, 2024)

Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. - Jianfeng He; Hang Su; Jason Cai; Igor Shalyminov; Hwanjun Song; Saab Mansour (NAACL-HLT, 2024)

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 001; Hwanjun Song; Hang Su; Lijia Sun; Yi Zhang 053; et al. (NAACL-HLT, 2024)

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. - Hossein Aboutalebi; Hwanjun Song; Yusheng Xie; Arshit Gupta; Justin Sun; Hang Su; Igor Shalyminov; Nikolaos Pappas 004; Siffi Singh; Saab Mansour (CoRR, 2024)

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 (NAACL (Long Papers), 2025)

Controllable Conversational Theme Detection Track at DSTC 12. - Igor Shalyminov; Hang Su; Jake W. Vincent; Siffi Singh; Jason Cai; James Gung; Raphael Shu; Saab Mansour (CoRR, 2025)