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Kenny Q. Zhu

Kenny Qili Zhu – 朱其立

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unicode name: 朱其立
affiliation: University of Texas at Arlington, USA
affiliation (former): Shanghai Jiao Tong University, Department of Computer Science & Engineering

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Journal Articles

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2024
[j12]
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Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu:
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions. ACM Comput. Surv. 56(3): 67:1-67:38 (2024)
2023
[j11]
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Yizhu Liu, Xinyue Chen, Xusheng Luo, Kenny Q. Zhu:
Reducing repetition in convolutional abstractive summarization. Nat. Lang. Eng. 29(1): 81-109 (2023)
2019
[j10]
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Kangqi Luo, Jinyi Lu, Kenny Q. Zhu, Weiguo Gao, Jia Wei, Meizhuo Zhang:
Layout-aware information extraction from semi-structured medical images. Comput. Biol. Medicine 107: 235-247 (2019)
[j9]
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Mengxue Zhang, Meizhuo Zhang, Chen Ge, Quanyang Liu, Jiemin Wang, Jia Wei, Kenny Q. Zhu:
Automatic discovery of adverse reactions through Chinese social media. Data Min. Knowl. Discov. 33(4): 848-870 (2019)
[j8]
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Zhiyi Luo, Shanshan Huang, Kenny Q. Zhu:
Knowledge empowered prominent aspect extraction from product reviews. Inf. Process. Manag. 56(3): 408-423 (2019)
[j7]
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Ran Bai, Wing-Kai Hon, Eric Lo, Zhian He, Kenny Q. Zhu:
Historic Moments Discovery in Sequence Data. ACM Trans. Database Syst. 44(1): 3:1-3:33 (2019)
2017
[j6]
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Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu:
Semantic Bootstrapping: A Theoretical Perspective. IEEE Trans. Knowl. Data Eng. 29(2): 446-457 (2017)
2016
[j5]
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  - journals/bioinformatics/XuZXWCZW16
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Dong Xu, Meizhuo Zhang, Yanping Xie, Fan Wang, Ming Chen, Kenny Q. Zhu, Jia Wei:
DTMiner: identification of potential disease targets through biomedical literature mining. Bioinform. 32(23): 3619-3626 (2016)
2015
[j4]
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Pei-Pei Li, Haixun Wang, Kenny Q. Zhu, Zhongyuan Wang, Xuegang Hu, Xindong Wu:
A Large Probabilistic Semantic Network Based Approach to Compute Term Similarity. IEEE Trans. Knowl. Data Eng. 27(10): 2604-2617 (2015)
2013
[j3]
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Hongsong Li, Kenny Q. Zhu, Haixun Wang:
Data-Driven Metaphor Recognition and Explanation. Trans. Assoc. Comput. Linguistics 1: 379-390 (2013)
2010
[j2]
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Kenny Qili Zhu, Kathleen Fisher, David Walker:
Incremental learning of system log formats. ACM SIGOPS Oper. Syst. Rev. 44(1): 85-90 (2010)
2001
[j1]
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Kay Chen Tan, Loo Hay Lee, Kenny Qili Zhu, Ke Ou:
Heuristic methods for vehicle routing problem with time windows. Artif. Intell. Eng. 15(3): 281-295 (2001)

Conference and Workshop Papers

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2024
[c100]
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Siyu Ren, Kenny Q. Zhu:
Low-Rank Prune-And-Factorize for Language Model Compression. LREC/COLING 2024: 10822-10832
[c99]
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Siyu Ren, Zhiyong Wu, Kenny Q. Zhu:
Emo: Earth Mover Distance Optimization for Auto-Regressive Language Modeling. ICLR 2024
[c98]
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Siyuan Chen, Meilin Wang, Minghao Lv, Zhiling Zhang, Juqianqian Juqianqian, Dejiyangla Dejiyangla, Yujia Peng, Kenny Q. Zhu, Mengyue Wu:
Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media. NAACL-HLT 2024: 5472-5487
2023
[c97]
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Shansan Gong, Zelin Zhou, Shuo Wang, Fengjiao Chen, Xiujie Song, Xuezhi Cao, Yunsen Xian, Kenny Q. Zhu:
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization. ACL (industry) 2023: 476-486
[c96]
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Qi Jia, Haifeng Tang, Kenny Q. Zhu:
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues. ACL (Findings) 2023: 2058-2073
[c95]
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Zitong Li, Jiawei Li, Haifeng Tang, Kenny Q. Zhu, Ruolan Yang:
Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime. ACL (Findings) 2023: 2731-2745
[c94]
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Siyu Ren, Kenny Q. Zhu:
Pruning Pre-trained Language Models with Principled Importance and Self-regularization. ACL (Findings) 2023: 8995-9008
[c93]
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Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu:
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation. ACL (1) 2023: 11937-11950
[c92]
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Jieyi Huang, Chunhao Zhang, Mengyue Wu, Kenny Q. Zhu:
Transcribing Vocal Communications of Domestic Shiba lnu Dogs. ACL (Findings) 2023: 13819-13832
[c91]
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Shanshan Huang, Siyu Ren, Kenny Q. Zhu:
Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness. ECAI 2023: 1092-1099
[c90]
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Shanshan Huang, Kenny Q. Zhu:
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models. EMNLP (Findings) 2023: 4521-4530
[c89]
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Siyuan Chen, Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu:
Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts. EMNLP 2023: 9071-9084
[c88]
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Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu:
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model. EMNLP 2023: 11017-11031
[c87]
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Siyu Ren, Qi Jia, Kenny Q. Zhu:
Context Compression for Auto-regressive Transformers with Sentinel Tokens. EMNLP 2023: 12860-12867
[c86]
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  - conf/emnlp/ZhangWZ23
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Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu:
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. EMNLP 2023: 13230-13243
[c85]
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Xuenan Xu, Zhiling Zhang, Zelin Zhou, Pingyue Zhang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu:
BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data. ACM Multimedia 2023: 2756-2764
2022
[c84]
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Yizhu Liu, Qi Jia, Kenny Q. Zhu:
Length Control in Abstractive Summarization by Pretraining Information Selection. ACL (1) 2022: 6885-6895
[c83]
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  - conf/acl/YangLTZ22
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Ruolan Yang, Zitong Li, Haifeng Tang, Kenny Q. Zhu:
ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments. ACL (1) 2022: 7579-7590
[c82]
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Yizhu Liu, Qi Jia, Kenny Q. Zhu:
Opinion Summarization by Weak-Supervision from Mix-structured Data. EMNLP 2022: 3086-3096
[c81]
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  - conf/emnlp/ZhangCWZ22
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Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. EMNLP 2022: 9970-9985
[c80]
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  - conf/icassp/ZhouZXXWZ22
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Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu:
Can Audio Captions Be Evaluated With Image Caption Metrics? ICASSP 2022: 981-985
[c79]
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Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. IJCAI 2022: 5220-5226
[c78]
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Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu:
Post-Training Dialogue Summarization using Pseudo-Paraphrasing. NAACL-HLT (Findings) 2022: 1660-1669
[c77]
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Yizhu Liu, Qi Jia, Kenny Q. Zhu:
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio. NAACL-HLT 2022: 2109-2115
[c76]
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  - conf/naacl/RenZ22a
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Siyu Ren, Kenny Q. Zhu:
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning. NAACL-HLT (Findings) 2022: 2195-2207
[c75]
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Siyu Ren, Kenny Q. Zhu:
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval. NAACL-HLT 2022: 4085-4090
[c74]
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  - conf/sigir/GongZ22
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Shansan Gong, Kenny Q. Zhu:
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation. SIGIR 2022: 1185-1195
2021
[c73]
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Siyu Ren, Kenny Q. Zhu:
Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions. AAAI 2021: 4339-4347
[c72]
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Qi Jia, Hongru Huang, Kenny Q. Zhu:
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues. AAAI 2021: 13125-13133
[c71]
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Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu:
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. CIKM 2021: 3652-3656
[c70]
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Zilu Guo, Zhongqiang Huang, Kenny Q. Zhu, Guandan Chen, Kaibo Zhang, Boxing Chen, Fei Huang:
Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation. IJCAI 2021: 3815-3821
[c69]
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  - conf/www/LiuJZ21
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Yizhu Liu, Qi Jia, Kenny Q. Zhu:
Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Summaries. WWW 2021: 3042-3054
[c68]
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Zhiling Zhang, Kenny Q. Zhu:
Diverse and Specific Clarification Question Generation with Keywords. WWW 2021: 3501-3511
2020
[c67]
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  - conf/cikm/GengCZSZ20
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Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu, Libin Shen, Yinggong Zhao:
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data. CIKM 2020: 415-424
[c66]
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Shanshan Huang, Kenny Q. Zhu, Qianzi Liao, Libin Shen, Yinggong Zhao:
Enhanced Story Representation by ConceptNet for Predicting Story Endings. CIKM 2020: 3277-3280
[c65]
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Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu:
Matching Questions and Answers in Dialogues from Online Forums. ECAI 2020: 2046-2053
[c64]
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Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang:
Multi-turn Response Selection using Dialogue Dependency Relations. EMNLP (1) 2020: 1911-1920
[c63]
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Xusheng Luo, Luxin Liu, Yonghua Yang, Le Bo, Yuanpeng Cao, Jinghang Wu, Qiang Li, Keping Yang, Kenny Q. Zhu:
AliCoCo: Alibaba E-commerce Cognitive Concept Net. SIGMOD Conference 2020: 313-327
2019
[c62]
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  - conf/aaai/GongLZOLZZDC19
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Yu Gong, Xusheng Luo, Yu Zhu, Wenwu Ou, Zhao Li, Muhua Zhu, Kenny Q. Zhu, Lu Duan, Xi Chen:
Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant. AAAI 2019: 6465-6472
[c61]
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Yu Gong, Xusheng Luo, Kenny Q. Zhu, Wenwu Ou, Zhao Li, Lu Duan:
Automatic Generation of Chinese Short Product Titles for Mobile Display. AAAI 2019: 9460-9465
[c60]
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  - conf/bigcomp/ZhaoPZLL19
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Zhuoyue Zhao, Jialing Pei, Kenny Q. Zhu, Eric Lo, Chris Liu:
InferSpark: Statistical Inference at Scale. BigComp 2019: 1-8
[c59]
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Wenjing Fang, Chaochao Chen, Bowen Song, Li Wang, Jun Zhou, Kenny Q. Zhu:
Adapted Tree Boosting for Transfer Learning. IEEE BigData 2019: 741-750
[c58]
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Xusheng Luo, Yonghua Yang, Kenny Qili Zhu, Yu Gong, Keping Yang:
Conceptualize and Infer User Needs in E-commerce. CIKM 2019: 2517-2525
[c57]
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Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu:
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations. EMNLP/IJCNLP (1) 2019: 1028-1039
[c56]
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Xiwen Chen, Mengxue Zhang, Kenny Qili Zhu:
Aligning Sentences Between Comparable Texts of Different Styles. JIST (2) 2019: 51-64
[c55]
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Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu:
Exact-K Recommendation via Maximal Clique Optimization. KDD 2019: 617-626
2018
[c54]
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Bill Y. Lin, Frank F. Xu, Eve Q. Liao, Kenny Q. Zhu:
Transfer Learning for Traffic Speed Prediction: A Preliminary Study. AAAI Workshops 2018: 174-177
[c53]
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Xusheng Luo, Kangqi Luo, Xianyang Chen, Kenny Q. Zhu:
Cross-Lingual Entity Linking for Web Tables. AAAI 2018: 362-369
[c52]
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Yuding Liang, Kenny Qili Zhu:
Automatic Generation of Text Descriptive Comments for Code Blocks. AAAI 2018: 5229-5236
[c51]
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Frank F. Xu, Bill Y. Lin, Kenny Q. Zhu:
Automatic Extraction of Commonsense LocatedNear Knowledge. ACL (2) 2018: 96-101
[c50]
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Bill Y. Lin, Frank F. Xu, Kenny Q. Zhu, Seung-won Hwang:
Mining Cross-Cultural Differences and Similarities in Social Media. ACL (1) 2018: 709-719
[c49]
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Junjie Xing, Kenny Q. Zhu, Shaodian Zhang:
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text. COLING 2018: 3619-3630
[c48]
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Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu:
Unpack Local Model Interpretation for GBDT. DASFAA (2) 2018: 764-775
[c47]
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Kangqi Luo, Fengli Lin, Xusheng Luo, Kenny Q. Zhu:
Knowledge Base Question Answering via Encoding of Complex Query Graphs. EMNLP 2018: 2185-2194
[c46]
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Zhiyi Luo, Shanshan Huang, Frank F. Xu, Bill Yuchen Lin, Hanyuan Shi, Kenny Q. Zhu:
ExtRA: Extracting Prominent Review Aspects from Customer Feedback. EMNLP 2018: 3477-3486
[c45]
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Yizhu Liu, Zhiyi Luo, Kenny Q. Zhu:
Controlling Length in Abstractive Summarization Using a Convolutional Neural Network. EMNLP 2018: 4110-4119
2017
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Bill Y. Lin, Frank F. Xu, Zhiyi Luo, Kenny Q. Zhu:
Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media. NUT@EMNLP 2017: 160-165
[c43]
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Frank F. Xu, Bill Y. Lin, Kenny Q. Zhu:
Commonsense LocatedNear Relation Extraction. AKBC@NIPS 2017
[c42]
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Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu:
Semantic Bootstrapping: A Theoretical Perspective. ICDE 2017: 7-8
[c41]
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Kangqi Luo, Xusheng Luo, Xianyang Chen, Kenny Q. Zhu:
A Data-Driven Approach to Infer Knowledge Base Representation for Natural Language Relations. IJCAI 2017: 1174-1180
2016
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Yu Gong, Kaiqi Zhao, Kenny Qili Zhu:
Representing Verbs as Argument Concepts. AAAI 2016: 2615-2621
[c39]
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Wenjing Fang, Kenny Q. Zhu, Yizhong Wang, Jia Tan:
Towards Non-projective High-Order Dependency Parser. COLING (Demos) 2016: 248-252
[c38]
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Shi Feng, Shujie Liu, Nan Yang, Mu Li, Ming Zhou, Kenny Q. Zhu:
Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation. COLING 2016: 3082-3092
[c37]
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Frank F. Xu, Bill Y. Lin, Qi Lu, Yifei Huang, Kenny Q. Zhu:
Cross-region traffic prediction for China on OpenStreetMap. IWCTS@SIGSPATIAL 2016: 37-42
[c36]
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Zhiyi Luo, Yuchen Sha, Kenny Q. Zhu, Seung-won Hwang, Zhongyuan Wang:
Commonsense Causal Reasoning between Short Texts. KR 2016: 421-431
2015
[c35]
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Keyang Zhang, Kenny Q. Zhu, Seung-won Hwang:
An Association Network for Computing Semantic Relatedness. AAAI 2015: 593-600
[c34]
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Kangqi Luo, Xusheng Luo, Kenny Qili Zhu:
Inferring Binary Relation Schemas for Open Information Extraction. EMNLP 2015: 555-560
[c33]
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Ke Wu, Song Yang, Kenny Q. Zhu:
False rumors detection on Sina Weibo by propagation structures. ICDE 2015: 651-662
[c32]
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Kaiqi Zhao, Gao Cong, Quan Yuan, Kenny Q. Zhu:
SAR: A sentiment-aspect-region model for user preference analysis in geo-tagged reviews. ICDE 2015: 675-686
2014
[c31]
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Xiao Jia, Chao Pan, Xinhui Xu, Kenny Q. Zhu, Eric Lo:
ρ-uncertainty Anonymization by Partial Suppression. DASFAA (2) 2014: 188-202
[c30]
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Petrie Wong, Duncan Yung, Ming-Hay Luk, Eric Lo, Man Lung Yiu, Kenny Q. Zhu:
Efficient Processing of Which-Edge Questions on Shortest Path Queries. DASFAA (1) 2014: 251-265
[c29]
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Kaiqi Zhao, Zhiyuan Cai, Qingyu Sui, Enxun Wei, Kenny Q. Zhu:
Clustering Image Search Results by Entity Disambiguation. ECML/PKDD (3) 2014: 369-384
2013
[c28]
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Zhiyuan Cai, Kaiqi Zhao, Kenny Q. Zhu, Haixun Wang:
Wikification via link co-occurrence. CIKM 2013: 1087-1096
[c27]
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Pei-Pei Li, Haixun Wang, Kenny Q. Zhu, Zhongyuan Wang, Xindong Wu:
Computing term similarity by large probabilistic isA knowledge. CIKM 2013: 1401-1410
[c26]
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Kaiqi Zhao, Enxun Wei, Qingyu Sui, Kenny Q. Zhu, Eric Lo:
CISC: clustered image search by conceptualization. EDBT 2013: 749-752
[c25]
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Zhixian Zhang, Kenny Q. Zhu, Haixun Wang, Hongsong Li:
Automatic extraction of top-k lists from the web. ICDE 2013: 1057-1068
[c24]
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Kai Jiang, Kenny Q. Zhu, Yan Huang, Xiaobin Ma:
Watermarking road maps against crop and merge attacks. IH&MMSec 2013: 221-230
[c23]
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Jack Sun, Franky, Kenny Q. Zhu, Haixun Wang:
Query Suggestion by Concept Instantiation. ISWC (Posters & Demos) 2013: 181-184
2012
[c22]
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Jingjing Wang, Haixun Wang, Zhongyuan Wang, Kenny Qili Zhu:
Understanding Tables on the Web. ER 2012: 141-155
[c21]
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Yue Wang, Hongsong Li, Haixun Wang, Kenny Qili Zhu:
Concept-Based Web Search. ER 2012: 449-462
[c20]
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Zhixian Zhang, Kenny Qili Zhu, Haixun Wang:
A system for extracting top-K lists from the web. KDD 2012: 1560-1563
[c19]
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  - conf/padl/ZhuFW12
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Kenny Qili Zhu, Kathleen Fisher, David Walker:
LearnPADS + + : Incremental Inference of Ad Hoc Data Formats. PADL 2012: 168-182
[c18]
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Wentao Wu, Hongsong Li, Haixun Wang, Kenny Qili Zhu:
Probase: a probabilistic taxonomy for text understanding. SIGMOD Conference 2012: 481-492
2011
[c17]
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Kathleen Fisher, Nate Foster, David Walker, Kenny Qili Zhu:
Forest: a language and toolkit for programming with filestores. ICFP 2011: 292-306
[c16]
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Pengcheng Wang, Zhaoyu Gao, Xinhui Xu, Yujiao Zhou, Haojin Zhu, Kenny Qili Zhu:
Automatic inference of movements from contact histories. SIGCOMM 2011: 386-387
2009
[c15]
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Qian Xi, Kathleen Fisher, David Walker, Kenny Qili Zhu:
Ad Hoc Data and the Token Ambiguity Problem. PADL 2009: 91-106
[c14]
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Kenny Qili Zhu, Daniel S. Dantas, Kathleen Fisher, Limin Jia, Yitzhak Mandelbaum, Vivek S. Pai, David Walker:
Language support for processing distributed ad hoc data. PPDP 2009: 243-254
2008
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Kathleen Fisher, David Walker, Kenny Qili Zhu, Peter White:
From dirt to shovels: fully automatic tool generation from ad hoc data. POPL 2008: 421-434
[c12]
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Kathleen Fisher, David Walker, Kenny Qili Zhu:
LearnPADS: automatic tool generation from ad hoc data. SIGMOD Conference 2008: 1299-1302
2007
[c11]
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Joxan Jaffar, Roland H. C. Yap, Kenny Qili Zhu:
Generalized Committed Choice. COORDINATION 2007: 191-210
2006
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Joxan Jaffar, Roland H. C. Yap, Kenny Qili Zhu:
Indexing for Dynamic Abstract Regions. ICDE 2006: 12
2005
[c9]
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Joxan Jaffar, Roland H. C. Yap, Kenny Qili Zhu:
Coordination of Many Agents. ICLP 2005: 98-112
2004
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Kenny Qili Zhu, Ziwei Liu:
Population Diversity in Permutation-Based Genetic Algorithm. ECML 2004: 537-547
[c7]
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  - conf/gecco/ZhuL04
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Kenny Qili Zhu, Ziwei Liu:
Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm. GECCO (2) 2004: 420-421
[c6]
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Joxan Jaffar, Andrew E. Santosa, Roland H. C. Yap, Kenny Qili Zhu:
Scalable Distributed Depth-First Search with Greedy Work Stealing. ICTAI 2004: 98-103
2003
[c5]
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Kenny Qili Zhu:
A Diversity-Controlling Adaptive Genetic Algorithm for the Vehicle Routing Problem with Time Windows. ICTAI 2003: 176-183
2002
[c4]
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Kenny Qili Zhu, Andrew E. Santosa:
A Meeting Scheduling System Based on Open Constraint Programming. CAiSE 2002: 792-796
2001
[c3]
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  - conf/isads/ZhuTSY01
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Kenny Qili Zhu, Wee-Yeh Tan, Andrew E. Santosa, Roland H. C. Yap:
Reactive Web Agents with Open Constraint Programming. ISADS 2001: 251-254
2000
[c2]
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Kay Chen Tan, Loo Hay Lee, Kenny Qili Zhu:
Heuristics for Vehicle Routing Problem with Time Windows. AI&M 2000
[c1]
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Kenny Qili Zhu, Kar-Loon Ong:
A reactive method for real time dynamic vehicle routing problem. ICTAI 2000: 176-

Informal and Other Publications

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2024
[i49]
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Siyu Ren, Kenny Q. Zhu:
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference. CoRR abs/2402.06262 (2024)
[i48]
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  - journals/corr/abs-2402-15985
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Xingyuan Li, Sinong Wang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu:
Phonetic and Lexical Discovery of a Canine Language using HuBERT. CoRR abs/2402.15985 (2024)
[i47]
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Xiujie Song, Mengyue Wu, Kenny Q. Zhu, Chunhao Zhang, Yanyi Chen:
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision Language Models. CoRR abs/2402.18409 (2024)
[i46]
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  - journals/corr/abs-2409-15084
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Kunyao Lan, Bingui Jin, Zichen Zhu, Siyuan Chen, Shu Zhang, Kenny Q. Zhu, Mengyue Wu:
Depression Diagnosis Dialogue Simulation: Self-improving Psychiatrist with Tertiary Memory. CoRR abs/2409.15084 (2024)
[i45]
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  - journals/corr/abs-2409-19533
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Siyuan Chen, Cong Ming, Zhiling Zhang, Yanyi Chen, Kenny Q. Zhu, Mengyue Wu:
Mixed Chain-of-Psychotherapies for Emotional Support Chatbot. CoRR abs/2409.19533 (2024)
2023
[i44]
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Xuenan Xu, Zhiling Zhang, Zelin Zhou, Pingyue Zhang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu:
BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data. CoRR abs/2303.07902 (2023)
[i43]
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  - journals/corr/abs-2305-02820
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Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu:
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. CoRR abs/2305.02820 (2023)
[i42]
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Siyu Ren, Kenny Q. Zhu:
Pruning Pre-trained Language Models with Principled Importance and Self-regularization. CoRR abs/2305.12394 (2023)
[i41]
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Siyuan Chen, Mengyue Wu, Kenny Q. Zhu, Kunyao Lan, Zhiling Zhang, Lyuchun Cui:
LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation. CoRR abs/2305.13614 (2023)
[i40]
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Qi Jia, Haifeng Tang, Kenny Q. Zhu:
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues. CoRR abs/2305.13833 (2023)
[i39]
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  - journals/corr/abs-2306-14152
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Siyu Ren, Kenny Q. Zhu:
Low-Rank Prune-And-Factorize for Language Model Compression. CoRR abs/2306.14152 (2023)
[i38]
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Jieyi Huang, Chunhao Zhang, Yufei Wang, Mengyue Wu, Kenny Q. Zhu:
Does My Dog "Speak" Like Me? The Acoustic Correlation between Pet Dogs and Their Human Owners. CoRR abs/2309.13085 (2023)
[i37]
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Yufei Wang, Chunhao Zhang, Jieyi Huang, Mengyue Wu, Kenny Q. Zhu:
Towards Lexical Analysis of Dog Vocalizations via Online Videos. CoRR abs/2309.13086 (2023)
[i36]
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  - journals/corr/abs-2310-04691
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Siyu Ren, Zhiyong Wu, Kenny Q. Zhu:
EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling. CoRR abs/2310.04691 (2023)
[i35]
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Siyu Ren, Qi Jia, Kenny Q. Zhu:
Context Compression for Auto-regressive Transformers with Sentinel Tokens. CoRR abs/2310.08152 (2023)
[i34]
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  - journals/corr/abs-2310-11648
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Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu:
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model. CoRR abs/2310.11648 (2023)
[i33]
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  - journals/corr/abs-2311-09189
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Haoan Jin, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
PsyEval: A Comprehensive Large Language Model Evaluation Benchmark for Mental Health. CoRR abs/2311.09189 (2023)
2022
[i32]
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  - journals/corr/abs-2201-10376
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Shijia Guo, Kenny Q. Zhu:
Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network. CoRR abs/2201.10376 (2022)
[i31]
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  - journals/corr/abs-2204-13498
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Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu:
Post-Training Dialogue Summarization using Pseudo-Paraphrasing. CoRR abs/2204.13498 (2022)
[i30]
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  - journals/corr/abs-2204-13913
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Siyu Ren, Kenny Q. Zhu:
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval. CoRR abs/2204.13913 (2022)
[i29]
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  - journals/corr/abs-2205-06058
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Shansan Gong, Kenny Q. Zhu:
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation. CoRR abs/2205.06058 (2022)
[i28]
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Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. CoRR abs/2205.09497 (2022)
[i27]
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  - journals/corr/abs-2205-10593
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Kaijian Li, Shansan Gong, Kenny Q. Zhu:
Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration. CoRR abs/2205.10593 (2022)
[i26]
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  - journals/corr/abs-2205-11308
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Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Symptom Identification for Interpretable Detection of Multiple Mental Disorders. CoRR abs/2205.11308 (2022)
[i25]
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  - journals/corr/abs-2210-09894
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Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu:
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions. CoRR abs/2210.09894 (2022)
[i24]
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  - journals/corr/abs-2211-11297
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Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu:
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation. CoRR abs/2211.11297 (2022)
2021
[i23]
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  - journals/corr/abs-2102-04632
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Shanshan Huang, Kenny Q. Zhu:
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models. CoRR abs/2102.04632 (2021)
[i22]
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  - journals/corr/abs-2104-10317
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Zhiling Zhang, Kenny Q. Zhu:
Diverse and Specific Clarification Question Generation with Keywords. CoRR abs/2104.10317 (2021)
[i21]
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  - journals/corr/abs-2110-01009
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Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu:
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. CoRR abs/2110.01009 (2021)
[i20]
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  - journals/corr/abs-2110-04684
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Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu:
Can Audio Captions Be Evaluated with Image Caption Metrics? CoRR abs/2110.04684 (2021)
2020
[i19]
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  - journals/corr/abs-2002-11982
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Wenjing Fang, Chaochao Chen, Bowen Song, Li Wang, Jun Zhou, Kenny Q. Zhu:
Adapted tree boosting for Transfer Learning. CoRR abs/2002.11982 (2020)
[i18]
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  - journals/corr/abs-2003-13230
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Xusheng Luo, Luxin Liu, Yonghua Yang, Le Bo, Yuanpeng Cao, Jinhang Wu, Qiang Li, Keping Yang, Kenny Q. Zhu:
AliCoCo: Alibaba E-commerce Cognitive Concept Net. CoRR abs/2003.13230 (2020)
[i17]
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  - journals/corr/abs-2004-01358
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Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu:
Unpack Local Model Interpretation for GBDT. CoRR abs/2004.01358 (2020)
[i16]
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  - journals/corr/abs-2004-09853
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Siyu Ren, Kenny Q. Zhu:
Knowledge-Driven Distractor Generation for Cloze-style Multiple Choice Questions. CoRR abs/2004.09853 (2020)
[i15]
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  - journals/corr/abs-2004-11742
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Xiwen Chen, Kenny Q. Zhu:
ST²: Small-data Text Style Transfer via Multi-task Meta-Learning. CoRR abs/2004.11742 (2020)
[i14]
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Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu:
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data. CoRR abs/2004.14164 (2020)
[i13]
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  - journals/corr/abs-2005-09276
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Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu:
Matching Questions and Answers in Dialogues from Online Forums. CoRR abs/2005.09276 (2020)
[i12]
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  - journals/corr/abs-2010-01502
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Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang:
Multi-turn Response Selection using Dialogue Dependency Relations. CoRR abs/2010.01502 (2020)
[i11]
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  - journals/corr/abs-2012-02553
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Qi Jia, Hongru Huang, Kenny Q. Zhu:
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues. CoRR abs/2012.02553 (2020)
2019
[i10]
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  - journals/corr/abs-1905-07089
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Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu:
Exact-K Recommendation via Maximal Clique Optimization. CoRR abs/1905.07089 (2019)
[i9]
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  - journals/corr/abs-1910-03295
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Xusheng Luo, Yonghua Yang, Kenny Q. Zhu, Yu Gong, Keping Yang:
Conceptualize and Infer User Needs in E-commerce. CoRR abs/1910.03295 (2019)
[i8]
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  - journals/corr/abs-1910-10893
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Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu:
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations. CoRR abs/1910.10893 (2019)
2018
[i7]
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  - journals/corr/abs-1803-00729
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Yu Gong, Kaiqi Zhao, Kenny Q. Zhu:
Representing Verbs as Argument Concepts. CoRR abs/1803.00729 (2018)
[i6]
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  - journals/corr/abs-1803-11326
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Yu Gong, Xusheng Luo, Kenny Q. Zhu, Xi Chen, Wenwu Ou:
Deep Cascade Multi-task Learning for Slot Filling in Chinese E-commerce Shopping Guide Assistant. CoRR abs/1803.11326 (2018)
[i5]
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  - journals/corr/abs-1803-11359
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Yu Gong, Xusheng Luo, Kenny Q. Zhu, Shichen Liu, Wenwu Ou:
Automatic Generation of Chinese Short Product Titles for Mobile Display. CoRR abs/1803.11359 (2018)
[i4]
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  - journals/corr/abs-1808-06880
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Yuding Liang, Kenny Q. Zhu:
Automatic Generation of Text Descriptive Comments for Code Blocks. CoRR abs/1808.06880 (2018)
2017
[i3]
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  - journals/corr/ZhaoLZL17
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Zhuoyue Zhao, Eric Lo, Kenny Q. Zhu, Chris Liu:
InferSpark: Statistical Inference at Scale. CoRR abs/1707.02047 (2017)
[i2]
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  - journals/corr/abs-1711-04204
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Frank F. Xu, Bill Y. Lin, Kenny Q. Zhu:
Commonsense LocatedNear Relation Extraction. CoRR abs/1711.04204 (2017)
2012
[i1]
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  - journals/corr/abs-1211-2073
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Yang Lu, Mengying Wang, Kenny Q. Zhu, Bo Yuan:
LAGE: A Java Framework to reconstruct Gene Regulatory Networks from Large-Scale Continues Expression Data. CoRR abs/1211.2073 (2012)

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