Chenlei Guo

According to our database, Chenlei Guo authored at least 36 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Self-Learning Framework for Large-Scale Conversational AI Systems.

Xiaohu Liu, Chenlei Guo, Benjamin Yao, Ruhi Sarikaya

IEEE Comput. Intell. Mag., May, 2024

MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning.

Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer.

Xu Han, Bin Guo, Yoon Jung, Benjamin Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

PersonalTM: Transformer Memory for Personalized Retrieval.

Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer.

Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo

Proceedings of the IEEE International Conference on Acoustics, 2023

KG-ECO: Knowledge Graph Enhanced Entity Correction For Query Rewriting.

Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo

Proceedings of the IEEE International Conference on Acoustics, 2023

CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents.

Zhongkai Sun, Zhengyang Zhao, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Xing Fan, Wei Shen, Chenlei Guo

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning.

Zhongkai Sun, Yingxue Zhou, Jie Hao, Xing Fan, Yanbin Lu, Chengyuan Ma, Wei Shen, Chenlei Guo

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

2022

PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding.

Uma-Naresh Niranjan, Ziyan Jiang, Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo

CoRR, 2022

Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems.

Zhongkai Sun, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Chenlei Guo

CoRR, 2022

A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning.

Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI.

Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation.

Dingcheng Li, Zheng Chen, Eunah Cho, Jie Hao, Xiaohu Liu, Fan Xing, Chenlei Guo, Yang Liu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Incremental User Embedding Modeling for Personalized Text Classification.

Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo

Proceedings of the IEEE International Conference on Acoustics, 2022

PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding.

Uma-Naresh Niranjan, Ziyan Jiang, Ankit Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

CGF: Constrained Generation Framework for Query Rewriting in Conversational AI.

Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems.

Daniel Bis, Saurabh Gupta, Jie Hao, Xing Fan, Chenlei Guo

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations.

Meiguo Wang, Benjamin Yao, Bin Guo, Xiaohu Liu, Yu Zhang, Tuan-Hung Pham, Chenlei Guo

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Feedback-Based Self-Learning in Large-Scale Conversational AI Agents.

Pragaash Ponnusamy, Alireza Roshan Ghias, Yi Yi, Benjamin Yao, Chenlei Guo, Ruhi Sarikaya

AI Mag., 2021

VAE based Text Style Transfer with Pivot Words Enhancement Learning.

Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo

Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

Graph Enhanced Query Rewriting for Spoken Language Understanding System.

Siyang Yuan, Saurabh Gupta, Xing Fan, Derek Liu, Yang Liu, Chenlei Guo

Proceedings of the IEEE International Conference on Acoustics, 2021

Contextual Rephrase Detection for Reducing Friction in Dialogue Systems.

Zhuoyi Wang, Saurabh Gupta, Jie Hao, Xing Fan, Dingcheng Li, Alexander Hanbo Li, Chenlei Guo

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Learning to Selectively Learn for Weakly-supervised Paraphrase Generation.

Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems.

Yunmo Chen, Sixing Lu, Fan Yang, Xiaojiang Huang, Xing Fan, Chenlei Guo

CoRR, 2020

Personalized Query Rewriting in Conversational AI Agents.

Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo

CoRR, 2020

Pre-Training for Query Rewriting in A Spoken Language Understanding System.

Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo

CoRR, 2020

IQ-Net: A DNN Model for Estimating Interaction-level Dialogue Quality with Conversational Agents.

Yuan Ling, Benjamin Yao, Guneet Singh Kohli, Tuan-Hung Pham, Chenlei Guo

Proceedings of the KDD 2020 Workshop on Conversational Systems Towards Mainstream Adoption co-located with the 26TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2020), 2020

Feedback-Based Self-Learning in Large-Scale Conversational AI Agents.

Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Knowledge Distillation from Internal Representations.

Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan, Chenlei Guo

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2010

A Novel Multiresolution Spatiotemporal Saliency Detection Model and Its Applications in Image and Video Compression.

Chenlei Guo, Liming Zhang

IEEE Trans. Image Process., 2010

Real-Time Robust Signal Space Separation for Magnetoencephalography.

Chenlei Guo, Xin Li, Samu Taulu, Wei Wang, Douglas J. Weber

IEEE Trans. Biomed. Eng., 2010

Automatic identification and delineation of germ layer components in H&E stained images of teratomas derived from human and nonhuman primate embryonic stem cells.

Ramamurthy Bhagavatula, Matthew C. Fickus, W. Kelly, Chenlei Guo, John A. Ozolek, Carlos A. Castro, Jelena Kovacevic

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2008

Spatio-temporal Saliency detection using phase spectrum of quaternion fourier transform.

Chenlei Guo, Qi Ma, Liming Zhang

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Attention Selection with Self-supervised Competition Neural Network and Its Applications in Robot.

Chenlei Guo, Liming Zhang

Proceedings of the Advances in Neural Networks, 2007

An Attention Selection Model with Visual Memory and Online Learning.

Chenlei Guo, Liming Zhang

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

An Attention Selection System Based on Neural Network and Its Application in Tracking Objects.

Chenlei Guo, Liming Zhang

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006