Chenlei Guo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 39

Top Topics

Query Expansion

Query Rewriting

Knowledge Transfer

Conversational Agents

Top Venues

EMNLP (Industry Track)

Publications

Xiaohu Liu, Chenlei Guo, Benjamin Yao, Ruhi Sarikaya
A Self-Learning Framework for Large-Scale Conversational AI Systems. IEEE Comput. Intell. Mag. 19 (2) (2024)
Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo
MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning. CoRR (2024)
Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning. ICLR (2024)
Xu Han, Bin Guo, Yoon Jung, Benjamin Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer. SustaiNLP (2023)
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
KG-ECO: Knowledge Graph Enhanced Entity Correction For Query Rewriting. ICASSP (2023)
Zhongkai Sun, Yingxue Zhou, Jie Hao, Xing Fan, Yanbin Lu, Chengyuan Ma, Wei Shen, Chenlei Guo
Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning. EMNLP (Industry Track) (2023)
Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo
Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer. ICASSP (2023)
Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo
PersonalTM: Transformer Memory for Personalized Retrieval. SIGIR (2023)
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting. CoRR (2023)
Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo
CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge Transfer. CoRR (2023)
Xu Han, Bin Guo, Yoon Jung, Benjamin Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer. CoRR (2023)
Zhongkai Sun, Zhengyang Zhao, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Xing Fan, Wei Shen, Chenlei Guo
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents. EMNLP (Industry Track) (2023)
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning. CoRR (2022)
Uma-Naresh Niranjan, Ziyan Jiang, Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding. CoRR (2022)
Zhongkai Sun, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Chenlei Guo
Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems. CoRR (2022)
Dingcheng Li, Zheng Chen, Eunah Cho, Jie Hao, Xiaohu Liu, Fan Xing, Chenlei Guo, Yang Liu
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation. NAACL-HLT (2022)
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning. RepL4NLP@ACL (2022)
Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür
CGF: Constrained Generation Framework for Query Rewriting in Conversational AI. EMNLP (Industry Track) (2022)
Daniel Bis, Saurabh Gupta, Jie Hao, Xing Fan, Chenlei Guo
PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems. EMNLP (Industry Track) (2022)
Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. NAACL-HLT (Industry Papers) (2022)
Meiguo Wang, Benjamin Yao, Bin Guo, Xiaohu Liu, Yu Zhang, Tuan-Hung Pham, Chenlei Guo
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations. COLING (2022)
Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. CoRR (2022)
Uma-Naresh Niranjan, Ziyan Jiang, Ankit Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding. EMNLP (Industry Track) (2022)
Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo
Incremental user embedding modeling for personalized text classification. CoRR (2022)
Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo
Incremental User Embedding Modeling for Personalized Text Classification. ICASSP (2022)
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo
VAE based Text Style Transfer with Pivot Words Enhancement Learning. ICON (2021)
Pragaash Ponnusamy, Alireza Roshan Ghias, Yi Yi, Benjamin Yao, Chenlei Guo, Ruhi Sarikaya
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. AI Mag. 42 (4) (2021)
Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation. EMNLP (1) (2021)
Zhuoyi Wang, Saurabh Gupta, Jie Hao, Xing Fan, Dingcheng Li, Alexander Hanbo Li, Chenlei Guo
Contextual Rephrase Detection for Reducing Friction in Dialogue Systems. EMNLP (1) (2021)
Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation. CoRR (2021)
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo
VAE based Text Style Transfer with Pivot Words Enhancement Learning. CoRR (2021)
Siyang Yuan, Saurabh Gupta, Xing Fan, Derek Liu, Yang Liu, Chenlei Guo
Graph Enhanced Query Rewriting for Spoken Language Understanding System. ICASSP (2021)
Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan, Chenlei Guo
Knowledge Distillation from Internal Representations. AAAI (2020)
Yuan Ling, Benjamin Yao, Guneet Kohli, Tuan-Hung Pham, Chenlei Guo
IQ-Net: A DNN Model for Estimating Interaction-level Dialogue Quality with Conversational Agents. Converse@KDD (2020)
Yunmo Chen, Sixing Lu, Fan Yang, Xiaojiang Huang, Xing Fan, Chenlei Guo
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems. CoRR (2020)
Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo
Pre-Training for Query Rewriting in A Spoken Language Understanding System. CoRR (2020)
Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo
Personalized Query Rewriting in Conversational AI Agents. CoRR (2020)
Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. AAAI (2020)
Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. CoRR (2019)
Chenlei Guo, Xin Li, Samu Taulu, Wei Wang, Douglas J. Weber
Real-Time Robust Signal Space Separation for Magnetoencephalography. IEEE Trans. Biomed. Eng. 57 (8) (2010)
Ramamurthy Bhagavatula, Matthew C. Fickus, W. Kelly, Chenlei Guo, John A. Ozolek, Carlos A. Castro, Jelena Kovacevic
Automatic identification and delineation of germ layer components in H&E stained images of teratomas derived from human and nonhuman primate embryonic stem cells. ISBI (2010)
Chenlei Guo, Liming Zhang
A Novel Multiresolution Spatiotemporal Saliency Detection Model and Its Applications in Image and Video Compression. IEEE Trans. Image Process. 19 (1) (2010)
Chenlei Guo, Qi Ma, Liming Zhang
Spatio-temporal Saliency detection using phase spectrum of quaternion fourier transform. CVPR (2008)
Chenlei Guo, Liming Zhang
Attention Selection with Self-supervised Competition Neural Network and Its Applications in Robot. ISNN (1) (2007)
Chenlei Guo, Liming Zhang
An Attention Selection Model with Visual Memory and Online Learning. IJCNN (2007)
Chenlei Guo, Liming Zhang
An Attention Selection System Based on Neural Network and Its Application in Tracking Objects. ISNN (2) (2006)