Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling. - Bing Liu 024; Ian R. Lane (INTERSPEECH, 2016)

Joint Online Spoken Language Understanding and Language Modeling With Recurrent Neural Networks. - Bing Liu 024; Ian R. Lane (SIGDIAL Conference, 2016)

Iterative policy learning in end-to-end trainable task-oriented neural dialog models. - Bing Liu 024; Ian R. Lane (ASRU, 2017)

Dialog context language modeling with recurrent neural networks. - Bing Liu 024; Ian R. Lane (ICASSP, 2017)

An End-to-End Trainable Neural Network Model with Belief Tracking for Task-Oriented Dialog. - Bing Liu 024; Ian R. Lane (INTERSPEECH, 2017)

End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning. - Bing Liu 024; Gökhan Tür; Dilek Hakkani-Tür; Pararth Shah; Larry P. Heck (CoRR, 2017)

Multi-Domain Adversarial Learning for Slot Filling in Spoken Language Understanding. - Bing Liu 024; Ian R. Lane (CoRR, 2017)

Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models. - Bing Liu 024; Tong Yu 001; Ian R. Lane; Ole J. Mengshoel (AAAI, 2018)

Online Incremental Learning for Speaker-Adaptive Language Models. - Chih Chi Hu; Bing Liu 024; John Shen; Ian R. Lane (INTERSPEECH, 2018)

End-to-End Learning of Task-Oriented Dialogs. - Bing Liu 024; Ian R. Lane (NAACL-HLT (Student Research Workshop), 2018)

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. - Bing Liu 024; Gökhan Tür; Dilek Hakkani-Tür; Pararth Shah; Larry P. Heck (NAACL-HLT, 2018)

Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning. - Pararth Shah; Dilek Hakkani-Tür; Bing Liu 024; Gökhan Tür (NAACL-HLT (3), 2018)

Adversarial Learning of Task-Oriented Neural Dialog Models. - Bing Liu 024; Ian R. Lane (SIGDIAL Conference, 2018)

Audio-visual TED corpus: enhancing the TED-LIUM corpus with facial information, contextual text and object recognition. - Guan-Lin Chao; Chih Chi Hu; Bing Liu 024; John Paul Shen; Ian R. Lane (UbiComp/ISWC Adjunct, 2019)

Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models. - Tianxing He; Jun Liu; Kyunghyun Cho; Myle Ott; Bing Liu 024; James R. Glass; Fuchun Peng (CoRR, 2019)

User Memory Reasoning for Conversational Recommendation. - Hu Xu 001; Seungwhan Moon; Honglei Liu 001; Bing Liu 024; Pararth Shah; Philip S. Yu (COLING, 2020)

User Memory Reasoning for Conversational Recommendation. - Hu Xu 001; Seungwhan Moon; Honglei Liu 001; Bing Liu 024; Pararth Shah; Bing Liu 001; Philip S. Yu (CoRR, 2020)

Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models. - Tianxing He; Jun Liu; Kyunghyun Cho; Myle Ott; Bing Liu 024; James R. Glass; Fuchun Peng (EACL, 2021)

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions. - Zhiyu Chen 002; Honglei Liu 001; Hu Xu 001; Seungwhan Moon; Hao Zhou; Bing Liu 024 (EMNLP (Findings), 2021)

KETOD: Knowledge-Enriched Task-Oriented Dialogue. - Zhiyu Chen 002; Bing Liu 024; Seungwhan Moon; Chinnadhurai Sankar; Paul A. Crook; William Yang Wang (NAACL-HLT (Findings), 2022)