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Chenlei Guo
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2020 – today
- 2024
- [j4]Xiaohu Liu
, Chenlei Guo
A Self-Learning Framework for Large-Scale Conversational AI Systems. IEEE Comput. Intell. Mag. 19(2): 34-48 (2024) - [c27]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 - [i15]Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo:
MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning. CoRR abs/2403.06914 (2024) - 2023
- [c26]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: 423-431 - [c25]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: 432-439 - [c24]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: 1-5 - [c23]Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo:
Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer. ICASSP 2023: 1-5 - [c22]Ruixue Lian
PersonalTM: Transformer Memory for Personalized Retrieval. SIGIR 2023: 2256-2260 - [c21]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: 264-273 - [i14]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 abs/2302.10454 (2023) - [i13]Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo:
CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge Transfer. CoRR abs/2302.13201 (2023) - [i12]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 abs/2306.08126 (2023) - 2022
- [c20]Meiguo Wang, Benjamin Yao, Bin Guo, Xiaohu Liu
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations. COLING 2022: 505-509 - [c19]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: 90-98 - [c18]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: 398-408 - [c17]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: 475-483 - [c16]Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo:
Incremental User Embedding Modeling for Personalized Text Classification. ICASSP 2022: 7832-7836 - [c15]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: 324-333 - [c14]Dingcheng Li, Zheng Chen, Eunah Cho, Jie Hao, Xiaohu Liu
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation. NAACL-HLT 2022: 5441-5454 - [c13]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: 91-99 - [i11]Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo:
Incremental user embedding modeling for personalized text classification. CoRR abs/2202.06369 (2022) - [i10]Zhongkai Sun, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Chenlei Guo:
Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems. CoRR abs/2202.13869 (2022) - [i9]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 abs/2204.10815 (2022) - [i8]Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo:
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. CoRR abs/2205.00029 (2022) - [i7]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 abs/2210.12308 (2022) - 2021
- [j3]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): 43-56 (2021) - [c12]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: 1899-1905 - [c11]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: 5930-5940 - [c10]Siyang Yuan, Saurabh Gupta, Xing Fan, Derek Liu, Yang Liu, Chenlei Guo:
Graph Enhanced Query Rewriting for Spoken Language Understanding System. ICASSP 2021: 7997-8001 - [c9]Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo:
VAE based Text Style Transfer with Pivot Words Enhancement Learning. ICON 2021: 162-172 - [i6]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 abs/2109.12457 (2021) - [i5]Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo:
VAE based Text Style Transfer with Pivot Words Enhancement Learning. CoRR abs/2112.03154 (2021) - 2020
- [c8]Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan, Chenlei Guo:
Knowledge Distillation from Internal Representations. AAAI 2020: 7350-7357 - [c7]Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya:
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. AAAI 2020: 13180-13187 - [c6]Yuan Ling, Benjamin Yao, Guneet Singh Kohli, Tuan-Hung Pham, Chenlei Guo:
IQ-Net: A DNN Model for Estimating Interaction-level Dialogue Quality with Conversational Agents. Converse@KDD 2020 - [i4]Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo:
Pre-Training for Query Rewriting in A Spoken Language Understanding System. CoRR abs/2002.05607 (2020) - [i3]Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo:
Personalized Query Rewriting in Conversational AI Agents. CoRR abs/2011.04748 (2020) - [i2]Yunmo Chen, Sixing Lu, Fan Yang, Xiaojiang Huang, Xing Fan, Chenlei Guo:
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems. CoRR abs/2012.11468 (2020)
2010 – 2019
- 2019
- [i1]Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya:
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. CoRR abs/1911.02557 (2019) - 2010
- [j2]Chenlei Guo, Xin Li, Samu Taulu
Real-Time Robust Signal Space Separation for Magnetoencephalography. IEEE Trans. Biomed. Eng. 57(8): 1856-1866 (2010) - [j1]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): 185-198 (2010) - [c5]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: 1041-1044
2000 – 2009
- 2008
- [c4]Chenlei Guo, Qi Ma, Liming Zhang:
Spatio-temporal Saliency detection using phase spectrum of quaternion fourier transform. CVPR 2008 - 2007
- [c3]Chenlei Guo, Liming Zhang:
An Attention Selection Model with Visual Memory and Online Learning. IJCNN 2007: 1295-1301 - [c2]Chenlei Guo, Liming Zhang:
Attention Selection with Self-supervised Competition Neural Network and Its Applications in Robot. ISNN (1) 2007: 723-732 - 2006
- [c1]Chenlei Guo, Liming Zhang:
An Attention Selection System Based on Neural Network and Its Application in Tracking Objects. ISNN (2) 2006: 404-410
Coauthor Index
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last updated on 2024-08-08 20:14 CEST by the dblp team
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