Kenny Q. Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 110

Top Venues

Publications

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)
Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions. ACM Comput. Surv. 56 (3) (2024)
Siyu Ren, Kenny Q. Zhu
Low-Rank Prune-And-Factorize for Language Model Compression. LREC/COLING (2024)
Siyu Ren, Zhiyong Wu, Kenny Q. Zhu
Emo: Earth Mover Distance Optimization for Auto-Regressive Language Modeling. ICLR (2024)
Xingyuan Li, Sinong Wang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
Phonetic and Lexical Discovery of a Canine Language using HuBERT. CoRR (2024)
Siyu Ren, Kenny Q. Zhu
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference. CoRR (2024)
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 (2024)
Siyu Ren, Kenny Q. Zhu
Low-Rank Prune-And-Factorize for Language Model Compression. CoRR (2023)
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)
Siyu Ren, Qi Jia, Kenny Q. Zhu
Context Compression for Auto-regressive Transformers with Sentinel Tokens. CoRR (2023)
Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model. EMNLP (2023)
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)
Qi Jia, Haifeng Tang, Kenny Q. Zhu
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues. ACL (Findings) (2023)
Siyu Ren, Zhiyong Wu, Kenny Q. Zhu
EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling. CoRR (2023)
Shanshan Huang, Kenny Q. Zhu
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models. EMNLP (Findings) (2023)
Yizhu Liu, Xinyue Chen, Xusheng Luo, Kenny Q. Zhu
Reducing repetition in convolutional abstractive summarization. Nat. Lang. Eng. 29 (1) (2023)
Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model. CoRR (2023)
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 (2023)
Qi Jia, Haifeng Tang, Kenny Q. Zhu
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues. CoRR (2023)
Siyu Ren, Qi Jia, Kenny Q. Zhu
Context Compression for Auto-regressive Transformers with Sentinel Tokens. EMNLP (2023)
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 (2023)
Shanshan Huang, Siyu Ren, Kenny Q. Zhu
Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness. ECAI (2023)
Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation. ACL (1) (2023)
Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. CoRR (2023)
Siyu Ren, Kenny Q. Zhu
Pruning Pre-trained Language Models with Principled Importance and Self-regularization. CoRR (2023)
Siyu Ren, Kenny Q. Zhu
Pruning Pre-trained Language Models with Principled Importance and Self-regularization. ACL (Findings) (2023)
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)
Siyuan Chen, Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu
Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts. EMNLP (2023)
Haoan Jin, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
PsyEval: A Comprehensive Large Language Model Evaluation Benchmark for Mental Health. CoRR (2023)
Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. IJCAI (2022)
Siyu Ren, Kenny Q. Zhu
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval. CoRR (2022)
Yizhu Liu, Qi Jia, Kenny Q. Zhu
Opinion Summarization by Weak-Supervision from Mix-structured Data. EMNLP (2022)
Shijia Guo, Kenny Q. Zhu
Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network. CoRR (2022)
Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. CoRR (2022)
Siyu Ren, Kenny Q. Zhu
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning. NAACL-HLT (Findings) (2022)
Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
Can Audio Captions Be Evaluated With Image Caption Metrics? ICASSP (2022)
Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu
Post-Training Dialogue Summarization using Pseudo-Paraphrasing. CoRR (2022)
Shansan Gong, Kenny Q. Zhu
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation. CoRR (2022)
Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu
Post-Training Dialogue Summarization using Pseudo-Paraphrasing. NAACL-HLT (Findings) (2022)
Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. EMNLP (2022)
Siyu Ren, Kenny Q. Zhu
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval. NAACL-HLT (2022)
Shansan Gong, Kenny Q. Zhu
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation. SIGIR (2022)
Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
Symptom Identification for Interpretable Detection of Multiple Mental Disorders. CoRR (2022)
Yizhu Liu, Qi Jia, Kenny Q. Zhu
Length Control in Abstractive Summarization by Pretraining Information Selection. ACL (1) (2022)
Kaijian Li, Shansan Gong, Kenny Q. Zhu
Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration. CoRR (2022)
Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation. CoRR (2022)
Ruolan Yang, Zitong Li, Haifeng Tang, Kenny Q. Zhu
ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments. ACL (1) (2022)
Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions. CoRR (2022)
Yizhu Liu, Qi Jia, Kenny Q. Zhu
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio. NAACL-HLT (2022)
Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
Can Audio Captions Be Evaluated with Image Caption Metrics? CoRR (2021)
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)
Zhiling Zhang, Kenny Q. Zhu
Diverse and Specific Clarification Question Generation with Keywords. CoRR (2021)
Qi Jia, Hongru Huang, Kenny Q. Zhu
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues. AAAI (2021)
Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. CoRR (2021)
Siyu Ren, Kenny Q. Zhu
Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions. AAAI (2021)
Shanshan Huang, Kenny Q. Zhu
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models. CoRR (2021)
Zhiling Zhang, Kenny Q. Zhu
Diverse and Specific Clarification Question Generation with Keywords. WWW (2021)
Yizhu Liu, Qi Jia, Kenny Q. Zhu
Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Summaries. WWW (2021)
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)
Shanshan Huang, Kenny Q. Zhu, Qianzi Liao, Libin Shen, Yinggong Zhao
Enhanced Story Representation by ConceptNet for Predicting Story Endings. CIKM (2020)
Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang
Multi-turn Response Selection using Dialogue Dependency Relations. CoRR (2020)
Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu
Matching Questions and Answers in Dialogues from Online Forums. ECAI (2020)
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)
Siyu Ren, Kenny Q. Zhu
Knowledge-Driven Distractor Generation for Cloze-style Multiple Choice Questions. CoRR (2020)
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)
Wenjing Fang, Chaochao Chen, Bowen Song, Li Wang, Jun Zhou, Kenny Q. Zhu
Adapted tree boosting for Transfer Learning. CoRR (2020)
Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu
Unpack Local Model Interpretation for GBDT. CoRR (2020)
Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data. CoRR (2020)
Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang
Multi-turn Response Selection using Dialogue Dependency Relations. EMNLP (1) (2020)
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 (2020)
Xiwen Chen, Kenny Q. Zhu
: Small-data Text Style Transfer via Multi-task Meta-Learning. CoRR (2020)
Qi Jia, Hongru Huang, Kenny Q. Zhu
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues. CoRR (2020)
Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu
Matching Questions and Answers in Dialogues from Online Forums. CoRR (2020)
Zhiyi Luo, Shanshan Huang, Kenny Q. Zhu
Knowledge empowered prominent aspect extraction from product reviews. Inf. Process. Manag. 56 (3) (2019)
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)
Xusheng Luo, Yonghua Yang, Kenny Q. Zhu, Yu Gong, Keping Yang
Conceptualize and Infer User Needs in E-commerce. CoRR (2019)
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 (2019)
Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations. CoRR (2019)
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)
Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations. EMNLP/IJCNLP (1) (2019)
Wenjing Fang, Chaochao Chen, Bowen Song, Li Wang, Jun Zhou, Kenny Q. Zhu
Adapted Tree Boosting for Transfer Learning. IEEE BigData (2019)
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)
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) (2019)
Ran Bai, Wing-Kai Hon, Eric Lo, Zhian He, Kenny Q. Zhu
Historic Moments Discovery in Sequence Data. ACM Trans. Database Syst. 44 (1) (2019)
Zhuoyue Zhao, Jialing Pei, Kenny Q. Zhu, Eric Lo, Chris Liu
InferSpark: Statistical Inference at Scale. BigComp (2019)
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 (2019)
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 (2018)
Bill Y. Lin, Frank F. Xu, Kenny Q. Zhu, Seung-won Hwang
Mining Cross-Cultural Differences and Similarities in Social Media. ACL (1) (2018)
Yizhu Liu, Zhiyi Luo, Kenny Q. Zhu
Controlling Length in Abstractive Summarization Using a Convolutional Neural Network. EMNLP (2018)
Xusheng Luo, Kangqi Luo, Xianyang Chen, Kenny Q. Zhu
Cross-Lingual Entity Linking for Web Tables. AAAI (2018)
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Shichen Liu, Wenwu Ou
Automatic Generation of Chinese Short Product Titles for Mobile Display. CoRR (2018)
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)
Yuding Liang, Kenny Q. Zhu
Automatic Generation of Text Descriptive Comments for Code Blocks. CoRR (2018)
Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu
Unpack Local Model Interpretation for GBDT. DASFAA (2) (2018)
Bill Y. Lin, Frank F. Xu, Eve Q. Liao, Kenny Q. Zhu
Transfer Learning for Traffic Speed Prediction: A Preliminary Study. AAAI Workshops (2018)
Yu Gong, Kaiqi Zhao, Kenny Q. Zhu
Representing Verbs as Argument Concepts. CoRR (2018)
Frank F. Xu, Bill Y. Lin, Kenny Q. Zhu
Automatic Extraction of Commonsense LocatedNear Knowledge. ACL (2) (2018)
Kangqi Luo, Fengli Lin, Xusheng Luo, Kenny Q. Zhu
Knowledge Base Question Answering via Encoding of Complex Query Graphs. EMNLP (2018)
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)
Zhuoyue Zhao, Eric Lo, Kenny Q. Zhu, Chris Liu
InferSpark: Statistical Inference at Scale. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kenny Q. Zhu