Zheng Li

90 papers A* 17A 2Journal 47Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning.
CoRR
Weiqi Wang, Xin Liu, Binxuan Huang, Hejie Cui, Rongzhi Zhang, Changlong Yu, Shuowei Jin, Jingfeng Yang, Qingyu Yin, Zhengyang Wang, Zheng Li, Yifan Gao, Priyanka Nigam, Bing Yin, Lihong Li, Yangqiu Song
2026 J jnl
Leveraging historical information to boost retrieval-augmented generation in conversations.
Inf. Process. Manag.
Fengran Mo, Yifan Gao, Zhuofeng Wu, Xin Liu, Pei Chen, Zheng Li, Zhengyang Wang, Xian Li, Meng Jiang, Jian-Yun Nie
2025 J jnl
A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis.
npj Digit. Medicine
Fenglin Liu, Zheng Li, Qingyu Yin, Jinfa Huang, Jiebo Luo, Anshul Thakur, Kim Branson, Patrick Schwab, Bing Yin, Xian Wu, Yefeng Zheng, David A. Clifton
2025 J jnl
AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks.
CoRR
Fali Wang, Hui Liu, Zhenwei Dai, Jingying Zeng, Zhiwei Zhang, Zongyu Wu, Chen Luo, Zheng Li, Xianfeng Tang, Qi He, Suhang Wang
2025 — conf
Aligning Large Language Models with Implicit Preferences from User-Generated Content.
ACL (1)
Zhaoxuan Tan, Zheng Li, Tianyi Liu, Haodong Wang, Hyokun Yun, Ming Zeng, Pei Chen, Zhihan Zhang, Yifan Gao, Ruijie Wang, Priyanka Nigam, Bing Yin, Meng Jiang
2025 J jnl
Aligning Large Language Models with Implicit Preferences from User-Generated Content.
CoRR
Zhaoxuan Tan, Zheng Li, Tianyi Liu, Haodong Wang, Hyokun Yun, Ming Zeng, Pei Chen, Zhihan Zhang, Yifan Gao, Ruijie Wang, Priyanka Nigam, Bing Yin, Meng Jiang
2025 J jnl
Bradley-Terry and Multi-Objective Reward Modeling Are Complementary.
CoRR
Zhiwei Zhang, Hui Liu, Xiaomin Li, Zhenwei Dai, Jingying Zeng, Fali Wang, Minhua Lin, Ramraj Chandradevan, Zheng Li, Chen Luo, Xianfeng Tang, Qi He, Suhang Wang
2025 — conf
Can Language Models Follow Multiple Turns of Entangled Instructions?
EMNLP (Findings)
Chi Han, Xin Liu, Haodong Wang, Shiyang Li, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Qingyu Yin, Liang Qiu, Changlong Yu, Yifan Gao, Zheng Li, Bing Yin, Jingbo Shang, Heng Ji
2025 J jnl
DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping.
CoRR
Wei Fan, Wenlin Yao, Zheng Li, Feng Yao, Xin Liu, Liang Qiu, Qingyu Yin, Yangqiu Song, Bing Yin
2025 — conf
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning.
EMNLP (Findings)
Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xin Liu, Zhengyang Wang, Xianfeng Tang, Shiyang Li, Xiang He, Ruijie Wang, Bing Yin, Xiao Gu, Lei A. Clifton, David A. Clifton
2025 J jnl
Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce.
CoRR
Jingying Zeng, Zhenwei Dai, Hui Liu, Samarth Varshney, Zhiji Liu, Chen Luo, Zheng Li, Qi He, Xianfeng Tang
2025 — conf
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training.
NAACL (Long Papers)
Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang
2025 J jnl
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training.
CoRR
Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang
2025 J jnl
How Far are LLMs from Real Search? A Comprehensive Study on Efficiency, Completeness, and Inherent Capabilities.
CoRR
Minhua Lin, Hui Liu, Xianfeng Tang, Jingying Zeng, Zhenwei Dai, Chen Luo, Zheng Li, Xiang Zhang, Qi He, Suhang Wang
2025 — conf
IHEval: Evaluating Language Models on Following the Instruction Hierarchy.
NAACL (Long Papers)
Zhihan Zhang, Shiyang Li, Zixuan Zhang, Xin Liu, Haoming Jiang, Xianfeng Tang, Yifan Gao, Zheng Li, Haodong Wang, Zhaoxuan Tan, Yichuan Li, Qingyu Yin, Bing Yin, Meng Jiang
2025 J jnl
IHEval: Evaluating Language Models on Following the Instruction Hierarchy.
CoRR
Zhihan Zhang, Shiyang Li, Zixuan Zhang, Xin Liu, Haoming Jiang, Xianfeng Tang, Yifan Gao, Zheng Li, Haodong Wang, Zhaoxuan Tan, Yichuan Li, Qingyu Yin, Bing Yin, Meng Jiang
2025 J jnl
Instant Personalized Large Language Model Adaptation via Hypernetwork.
CoRR
Zhaoxuan Tan, Zixuan Zhang, Haoyang Wen, Zheng Li, Rongzhi Zhang, Pei Chen, Fengran Mo, Zheyuan Liu, Qingkai Zeng, Qingyu Yin, Meng Jiang
2025 J jnl
POPI: Personalizing LLMs via Optimized Natural Language Preference Inference.
CoRR
Yizhuo Chen, Xin Liu, Ruijie Wang, Zheng Li, Pei Chen, Changlong Yu, Priyanka Nigam, Meng Jiang, Bing Yin
2025 J jnl
Self-Rewarding PPO: Aligning Large Language Models with Demonstrations Only.
CoRR
Qingru Zhang, Liang Qiu, Ilgee Hong, Zhenghao Xu, Tianyi Liu, Shiyang Li, Rongzhi Zhang, Zheng Li, Lihong Li, Bing Yin, Chao Zhang, Jianshu Chen, Haoming Jiang, Tuo Zhao
2025 J jnl
SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding.
CoRR
Yuqi Yang, Weiqi Wang, Baixuan Xu, Wei Fan, Qing Zong, Chunkit Chan, Zheye Deng, Xin Liu, Yifan Gao, Changlong Yu, Chen Luo, Yang Li, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2025 J jnl
Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models.
CoRR
Yingqian Cui, Pengfei He, Jingying Zeng, Hui Liu, Xianfeng Tang, Zhenwei Dai, Yan Han, Chen Luo, Jing Huang, Zheng Li, Suhang Wang, Yue Xing, Jiliang Tang, Qi He
2025 — conf
UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations.
ACL (1)
Fengran Mo, Yifan Gao, Chuan Meng, Xin Liu, Zhuofeng Wu, Kelong Mao, Zhengyang Wang, Pei Chen, Zheng Li, Xian Li, Bing Yin, Meng Jiang
2025 J jnl
UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations.
CoRR
Fengran Mo, Yifan Gao, Chuan Meng, Xin Liu, Zhuofeng Wu, Kelong Mao, Zhengyang Wang, Pei Chen, Zheng Li, Xian Li, Bing Yin, Meng Jiang
2024 — conf
COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon.
SIGMOD Conference Companion
Changlong Yu, Xin Liu, Jefferson Maia, Yang Li, Tianyu Cao, Yifan Gao, Yangqiu Song, Rahul Goutam, Haiyang Zhang, Bing Yin, Zheng Li
2024 — conf
Evolutionary Contrastive Distillation for Language Model Alignment.
EMNLP (Findings)
Julian Katz-Samuels, Zheng Li, Hyokun Yun, Priyanka Nigam, Yi Xu, Vaclav Petricek, Bing Yin, Trishul Chilimbi
2024 J jnl
Evolutionary Contrastive Distillation for Language Model Alignment.
CoRR
Julian Katz-Samuels, Zheng Li, Hyokun Yun, Priyanka Nigam, Yi Xu, Vaclav Petricek, Bing Yin, Trishul Chilimbi
2024 — conf
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs.
ACL (Findings)
Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Zheng Li, Ruirui Li, Xianfeng Tang, Suhang Wang, Yu Meng, Jiawei Han
2024 — conf
Hierarchical Query Classification in E-commerce Search.
WWW (Companion Volume)
Bing He, Sreyashi Nag, Limeng Cui, Suhang Wang, Zheng Li, Rahul Goutam, Zhen Li, Haiyang Zhang
2024 J jnl
Hierarchical Query Classification in E-commerce Search.
CoRR
Bing He, Sreyashi Nag, Limeng Cui, Suhang Wang, Zheng Li, Rahul Goutam, Zhen Li, Haiyang Zhang
2024 J jnl
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs.
CoRR
Kewei Cheng, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Binxuan Huang, Ruirui Li, Shiyang Li, Zheng Li, Yifan Gao, Xian Li, Bing Yin, Yizhou Sun
2024 — conf
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.
EMNLP (Findings)
Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Junxian He, Yangqiu Song
2024 — conf
IterAlign: Iterative Constitutional Alignment of Large Language Models.
NAACL-HLT
Xiusi Chen, Hongzhi Wen, Sreyashi Nag, Chen Luo, Qingyu Yin, Ruirui Li, Zheng Li, Wei Wang
2024 J jnl
IterAlign: Iterative Constitutional Alignment of Large Language Models.
CoRR
Xiusi Chen, Hongzhi Wen, Sreyashi Nag, Chen Luo, Qingyu Yin, Ruirui Li, Zheng Li, Wei Wang
2024 A* conf
Language Models as Semantic Indexers.
ICML
Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
2024 A* conf
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark.
EMNLP
Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xianfeng Tang, Chen Luo, Ming Zeng, Haoming Jiang, Yifan Gao, Priyanka Nigam, Sreyashi Nag, Bing Yin, Yining Hua, Xuan Zhou, Omid Rohanian, Anshul Thakur, Lei A. Clifton, David A. Clifton
2024 A* conf
MEMORYLLM: Towards Self-Updatable Large Language Models.
ICML
Yu Wang, Yifan Gao, Xiusi Chen, Haoming Jiang, Shiyang Li, Jingfeng Yang, Qingyu Yin, Zheng Li, Xian Li, Bing Yin, Jingbo Shang, Julian J. McAuley
2024 A* conf
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.
EMNLP
Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song
2024 J jnl
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.
CoRR
Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song
2024 A* conf
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
NeurIPS
Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin
2024 J jnl
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
CoRR
Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin
2024 A* conf
Understanding Inter-Session Intentions via Complex Logical Reasoning.
KDD
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song
2023 J jnl
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge.
CoRR
Hongjian Zhou, Boyang Gu, Xinyu Zou, Yiru Li, Sam S. Chen, Peilin Zhou, Junling Liu, Yining Hua, Chengfeng Mao, Xian Wu, Zheng Li, Fenglin Liu
2023 A* conf
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation.
NeurIPS
Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Xiao Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang
2023 J jnl
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation.
CoRR
Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Xiao Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang
2023 J jnl
CCGen: Explainable Complementary Concept Generation in E-Commerce.
CoRR
Jie Huang, Yifan Gao, Zheng Li, Jingfeng Yang, Yangqiu Song, Chao Zhang, Zining Zhu, Haoming Jiang, Kevin Chen-Chuan Chang, Bing Yin
2023 A* conf
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.
NeurIPS
Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
2023 J jnl
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.
CoRR
Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
2023 — conf
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery.
ACL (Findings)
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin
2023 — conf
Graph Reasoning for Question Answering with Triplet Retrieval.
ACL (Findings)
Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li, Xifeng Yan, Chao Zhang, Bing Yin
2023 J jnl
Graph Reasoning for Question Answering with Triplet Retrieval.
CoRR
Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li, Xifeng Yan, Chao Zhang, Bing Yin
2023 A* conf
HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers.
ICLR
Chen Liang, Haoming Jiang, Zheng Li, Xianfeng Tang, Bing Yin, Tuo Zhao
2023 J jnl
HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers.
CoRR
Chen Liang, Haoming Jiang, Zheng Li, Xianfeng Tang, Bin Yin, Tuo Zhao
2023 — conf
Improving Consistency for Text Summarization with Energy Functions.
EMNLP (Findings)
Qi Zeng, Qingyu Yin, Zheng Li, Yifan Gao, Sreyashi Nag, Zhengyang Wang, Bing Yin, Heng Ji, Chao Zhang
2023 A* conf
Knowledge Graph Reasoning over Entities and Numerical Values.
KDD
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2023 J jnl
Knowledge Graph Reasoning over Entities and Numerical Values.
CoRR
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2023 — conf
Knowledge-Selective Pretraining for Attribute Value Extraction.
EMNLP (Findings)
Hui Liu, Qingyu Yin, Zhengyang Wang, Chenwei Zhang, Haoming Jiang, Yifan Gao, Zheng Li, Xian Li, Chao Zhang, Bing Yin, William Wang, Xiaodan Zhu
2023 J jnl
Language Models As Semantic Indexers.
CoRR
Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
2023 — conf
Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels.
ACL (Findings)
Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You, Bing Yin, Yuexian Zou
2023 J jnl
Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels.
CoRR
Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You, Bing Yin, Yuexian Zou
2023 A* conf
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning.
WWW
Ruijie Wang, Zheng Li, Jingfeng Yang, Tianyu Cao, Chao Zhang, Bing Yin, Tarek F. Abdelzaher
2023 J jnl
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning.
CoRR
Ruijie Wang, Zheng Li, Jingfeng Yang, Tianyu Cao, Chao Zhang, Bing Yin, Tarek F. Abdelzaher
2023 — conf
SCOTT: Self-Consistent Chain-of-Thought Distillation.
ACL (1)
Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren
2023 J jnl
SCOTT: Self-Consistent Chain-of-Thought Distillation.
CoRR
Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren
2023 J jnl
Understanding Inter-Session Intentions via Complex Logical Reasoning.
CoRR
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song
2022 A* conf
Condensing Graphs via One-Step Gradient Matching.
KDD
Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bing Yin
2022 J jnl
Condensing Graphs via One-Step Gradient Matching.
CoRR
Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bin Ying
2022 — conf
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering.
EMNLP (Findings)
Juan Zha, Zheng Li, Ying Wei, Yu Zhang
2022 J jnl
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering.
CoRR
Juan Zha, Zheng Li, Ying Wei, Yu Zhang
2022 J jnl
FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense.
CoRR
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin
2022 A* conf
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs.
NeurIPS
Ruijie Wang, Zheng Li, Dachun Sun, Shengzhong Liu, Jinning Li, Bing Yin, Tarek F. Abdelzaher
2022 J jnl
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs.
CoRR
Ruijie Wang, Zheng Li, Dachun Sun, Shengzhong Liu, Jinning Li, Bing Yin, Tarek F. Abdelzaher
2022 — conf
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.
ACL (1)
Zijie Huang, Zheng Li, Haoming Jiang, Tianyu Cao, Hanqing Lu, Bing Yin, Karthik Subbian, Yizhou Sun, Wei Wang
2022 J jnl
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.
CoRR
Zijie Huang, Zheng Li, Haoming Jiang, Tianyu Cao, Hanqing Lu, Bing Yin, Karthik Subbian, Yizhou Sun, Wei Wang
2022 A conf
Query Attribute Recommendation at Amazon Search.
RecSys
Chen Luo, William Headden, Neela Avudaiappan, Haoming Jiang, Tianyu Cao, Qingyu Yin, Yifan Gao, Zheng Li, Rahul Goutam, Haiyang Zhang, Bing Yin
2022 A* conf
RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph.
WWW
Ruijie Wang, Zheng Li, Danqing Zhang, Qingyu Yin, Tong Zhao, Bing Yin, Tarek F. Abdelzaher
2022 J jnl
RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph.
CoRR
Ruijie Wang, Zheng Li, Danqing Zhang, Qingyu Yin, Tong Zhao, Bing Yin, Tarek F. Abdelzaher
2022 — conf
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.
NAACL-HLT (Findings)
Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu
2022 J jnl
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.
CoRR
Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu
2022 J jnl
Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding.
CoRR
Haoming Jiang, Tianyu Cao, Zheng Li, Chen Luo, Xianfeng Tang, Qingyu Yin, Danqing Zhang, Rahul Goutam, Bing Yin
2021 — conf
MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision.
EMNLP (1)
Zheng Li, Danqing Zhang, Tianyu Cao, Ying Wei, Yiwei Song, Bing Yin
2021 A conf
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction.
CIKM
Danqing Zhang, Zheng Li, Tianyu Cao, Chen Luo, Tony Wu, Hanqing Lu, Yiwei Song, Bing Yin, Tuo Zhao, Qiang Yang
2021 J jnl
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction.
CoRR
Danqing Zhang, Zheng Li, Tianyu Cao, Chen Luo, Tony Wu, Hanqing Lu, Yiwei Song, Bing Yin, Tuo Zhao, Qiang Yang
2020 — conf
Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages.
EMNLP (1)
Zheng Li, Mukul Kumar, William Headden, Bing Yin, Ying Wei, Yu Zhang, Qiang Yang
2020 J jnl
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond.
CoRR
Xin Li, Lidong Bing, Wenxuan Zhang, Zheng Li, Wai Lam
2019 A* conf
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification.
AAAI
Zheng Li, Ying Wei, Yu Zhang, Xiang Zhang, Xin Li
2019 — conf
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning.
EMNLP/IJCNLP (1)
Zheng Li, Xin Li, Ying Wei, Lidong Bing, Yu Zhang, Qiang Yang
2019 J jnl
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning.
CoRR
Zheng Li, Xin Li, Ying Wei, Lidong Bing, Yu Zhang, Qiang Yang
2018 J jnl
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification.
CoRR
Zheng Li, Ying Wei, Yu Zhang, Xiang Zhang, Xin Li, Qiang Yang
2018 A* conf
Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification.
AAAI
Zheng Li, Ying Wei, Yu Zhang, Qiang Yang
2017 A* conf
End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification.
IJCAI
Zheng Li, Yu Zhang, Ying Wei, Yuxiang Wu, Qiang Yang