Igor Shalyminov

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Transfer Learning

Natural Language Dialogue

Dialogue System

Topic Segmentation

Top Venues

Publications

Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Justin Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. CoRR (2024)
Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su, Hwanjun Song, Saab Mansour
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders. ACL (1) (2024)
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
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization. NAACL-HLT (2024)
Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour
FineSurE: Fine-grained Summarization Evaluation using LLMs. CoRR (2024)
Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. NAACL-HLT (2024)
Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. CoRR (2024)
Shunqi Mao, Chaoyi Zhang, Hang Su, Hwanjun Song, Igor Shalyminov, Weidong Cai
Controllable Contextualized Image Captioning: Directing the Visual Narrative through User-Defined Highlights. CoRR (2024)
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 R. McKeown
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization. CoRR (2024)
Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su, Hwanjun Song, Saab Mansour
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders. CoRR (2024)
Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour
FineSurE: Fine-grained Summarization Evaluation using LLMs. ACL (1) (2024)
Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Lijia Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. NAACL-HLT (2024)
Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour
CERET: Cost-Effective Extrinsic Refinement for Text Generation. NAACL-HLT (2024)
Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour
CERET: Cost-Effective Extrinsic Refinement for Text Generation. CoRR (2024)
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. EMNLP (Findings) (2023)
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. CoRR (2023)
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
GRTr: Generative-Retrieval Transformers for Data-Efficient Dialogue Domain Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation. CoRR (2020)
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer. ICASSP (2020)
Igor Shalyminov
Data-Efficient Methods for Dialogue Systems. CoRR (2020)
Sungjin Lee, Igor Shalyminov
Contextual Out-of-domain Utterance Handling with Counterfeit Data Augmentation. ICASSP (2019)
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach. CoRR (2019)
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. CoRR (2019)
Sungjin Lee, Igor Shalyminov
Contextual Out-of-Domain Utterance Handling With Counterfeit Data Augmentation. CoRR (2019)
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. EMNLP/IJCNLP (1) (2019)
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach. SIGdial (2019)
Igor Shalyminov, Ondrej Dusek, Oliver Lemon
Neural Response Ranking for Social Conversation: A Data-Efficient Approach. SCAI@EMNLP (2018)
Igor Shalyminov, Ondrej Dusek, Oliver Lemon
Neural Response Ranking for Social Conversation: A Data-Efficient Approach. CoRR (2018)
Igor Shalyminov, Sungjin Lee
Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout. CoRR (2018)
Igor Shalyminov, Arash Eshghi, Oliver Lemon
Multi-Task Learning for Domain-General Spoken Disfluency Detection in Dialogue Systems. CoRR (2018)
Igor Shalyminov, Arash Eshghi, Oliver Lemon
Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Phenomena. CoRR (2017)
Ioannis Papaioannou, Amanda Cercas Curry, Jose L. Part, Igor Shalyminov, Xinnuo Xu, Yanchao Yu, Ondrej Dusek, Verena Rieser, Oliver Lemon
An Ensemble Model with Ranking for Social Dialogue. CoRR (2017)
Arash Eshghi, Igor Shalyminov, Oliver Lemon
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars. EMNLP (2017)
Arash Eshghi, Igor Shalyminov, Oliver Lemon
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars. CoRR (2017)
Arash Eshghi, Igor Shalyminov, Oliver Lemon
Interactional dynamics and the emergence of language games. FADLI@ESSLLI (2017)