| 1 |
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective[NEW] |
Xiangru Zhu, Penglei Sun, Yaoxian Song, Yanghua Xiao, Zhixu Li, Chengyu Wang, Jun Huang, Bei Yang, Xiaoxiao Xu |
ICLR |
2025 |
None |
| 2 |
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models[NEW] |
Chengyu Du, Jinyi Han, Yizhou Ying, Aili Chen, Qianyu He, Haokun Zhao, Haoran Guo, Sirui Xia, Jiaqing Liang, Zulong Chen, Liangyue Li, Yanghua Xiao |
ICLR |
2025 |
None |
| 3 |
Attributive Reasoning for Hallucination Diagnosis of Large Language Models[NEW] |
Yuyan Chen, Zehao Li, Shuangjie You, Zhengyu Chen, Jingwen Chang, Yi Zhang, Weinan Dai, Qingpei Guo, Yanghua Xiao |
AAAI |
2025 |
CCF A |
| 4 |
OVEL: Online Video Entity Linking[NEW] |
Haiquan Zhao, Xuwu Wang, Shisong Chen, Zhixu Li, Xin Zheng，Yanghua Xiao |
COLING |
2025 |
CCF B |
| 5 |
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema[NEW] |
Jie Shi, Bo Xu, Jiaqing Liang, Yanghua Xiao, Jia Chen, Chenhao Xie, Peng Wang，Wei Wang |
COLING |
2025 |
CCF B |
| 6 |
Boosting Text-to-SQL through Multi-grained Error Identification[NEW] |
Bo Xu, Shufei Li, Hongyu Jing, Ming Du, Hui Song, Hongya Wang，Yanghua Xiao |
COLING |
2025 |
CCF B |
| 7 |
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation[NEW] |
Sirui Xia, Xintao Wang, Jiaqing Liang, Yifei Zhang, Weikang Zhou, Jiaji Deng, Fei Yu, Yanghua Xiao |
NAACL |
2025 |
None |
| 8 |
SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals[NEW] |
Ruihan Yang , Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang |
NAACL |
2025 |
None |
| 9 |
Revealing the Barriers of Language Agents in Planning[NEW] |
Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao |
NAACL |
2025 |
None |
| 10 |
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data |
Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Yanghua Xiao, Deqing Yang |
EMNLP Findings |
2024 |
CCF B |
| 11 |
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models |
Zhiwei Zha, Xiangru Zhu, Yuanyi Xu, Chenghua Huang, Jingping Liu, Zhixu Li, Xuwu Wang, Yanghua Xiao, Bei Yang, Xiaoxiao Xu |
EMNLP Findings |
2024 |
CCF B |
| 12 |
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? |
Zhouhong Gu, Lin Zhang, Xiaoxuan Zhu, Jiangjie Chen, Wenhao Huang, Yikai Zhang, Shusen Wang, Zheyu Ye, Yan Gao, Hongwei Feng, Yanghua Xiao |
EMNLP Findings |
2024 |
CCF B |
| 13 |
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models |
Qianyu He, Jie Zeng, Qianxi He, Jiaqing Liang, Yanghua Xiao |
EMNLP Findings |
2024 |
CCF B |
| 14 |
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases |
Wenhao Huang, Qianyu He, Zhixu Li, Jiaqing Liang, Yanghua Xiao |
EMNLP Findings |
2024 |
CCF B |
| 15 |
“A good pun is its own reword”: Can Large Language Models Understand Puns? |
Zhijun Xu, Siyu Yuan, Lingjie Chen, Deqing Yang
Zhijun Xu, Siyu Yuan, Lingjie Chen, Deqing Yang
Zhijun Xu, Siyu Yuan, Lingjie Chen, Deqing Yang |
EMNLP |
2024 |
CCF B |
| 16 |
Boosting Scientific Concepts Understanding: Can Analogies from Teacher Models Empower Student Models? |
Siyu Yuan, Cheng Jiayang, Lin Qiu, Deqing Yang |
EMNLP |
2024 |
CCF B |
| 17 |
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works |
Xinfeng Yuan, Siyu Yuan, Yuhan Cui, Tianhe Lin, Xintao Wang, Rui Xu, Jiangjie Chen, Deqing Yang |
EMNLP |
2024 |
CCF B |
| 18 |
SEGMENT+: Long Text Processing with Short-Context Language Models |
Wei Shi, Shuang Li, Kerun Yu, Jinglei Chen, Zujie Liang, Xinhui Wu, Yuxi Qian, Feng Wei, Bo Zheng, Jiaqing Liang, Jiangjie Chen, Yanghua Xiao |
EMNLP |
2024 |
CCF B |
| 19 |
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation |
Wenhao Huang, Zhouhong Gu, Chenghao Peng, Jiaqing Liang, Zhixu Li, Yanghua Xiao, liqian wen, Zulong Chen |
EMNLP |
2024 |
CCF B |
| 20 |
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models |
Haiquan Zhao, Lingyu Li, Shisong Chen, Shuqi Kong, Jiaan Wang, Kexin Huang, Tianle Gu, Yixu Wang, Jian Wang, Liang Dandan, Zhixu Li, Yan Teng, Yanghua Xiao, Yingchun Wang |
EMNLP |
2024 |
CCF B |
| 21 |
Iterative Methods via Locally Evolving Set Process |
Baojian Zhou, Yifan Sun, Reza Babanezhad Harikandeh, Xingzhi Guo, Deqing Yang, Yanghua Xiao |
NeurlPS |
2024 |
CCF A |
| 22 |
Faster Local Solvers for Graph Diffusion Equations |
Jiahe Bai, Baojian Zhou, Deqing Yang, Yanghua Xiao |
NeurlPS |
2024 |
CCF A |
| 23 |
Source Prompt: Coordinated pre-training of Language Models on Diverse Corpora from Multiple Sources |
Yipei Xu, Dakuan Lu, Jiaqing Liang, Xintao Wang, Yipeng Geng, Yingsi Xin, Hengkui Wu, Ken Chen, ruiji zhang, Yanghua Xiao |
CIKM |
2024 |
CCF B |
| 24 |
M^2 ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base |
Zhiwei Zha, Jiaan Wang, Zhixu Li, Xiangru Zhu, Wei Song, Yanghua Xiao |
CIKM |
2024 |
CCF B |
| 25 |
Empowering Biomedical Named Entity Recognition Through Multi-Tagger Collaboration |
Jin Zhao, Jian Xie, Tinghui Zhu, Qian Guo, Zhixu Li, Yanghua Xiao |
ECAI |
2024 |
CCF B |
| 26 |
Effective In-Context Learning for Named Entity Recognition |
Jin Zhao, Qian Guo, Jiaqing Liang, Zhixu Li, Yanghua Xiao
|
BIBM |
2024 |
CCF B |
| 27 |
The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing |
Jianchen Wang, Zhouhong Gu, Xiaoxuan Zhu, Lin Zhang, Haoning Ye, Zhuozhi Xiong, Sihang Jiang, Hongwei Feng, Yanghua Xiao |
ICASSP |
2024 |
CCF B |
| 28 |
LLM-GAN: Constructing Generative Adversarial Network Through Large Language Models for Explainable Fake News Detection |
Yifeng Wang, Zhouhong Gu, Siwei Zhang, Suhang Zheng, Tao Wang, Tianyu Li, Hongwei Feng, Yanghua Xiao |
ICASSP |
2024 |
CCF B |
| 29 |
LogSI: A Benchmark for System-Incremental Log Analysis |
Mingjie Zhou, Weidong Yang, Lipeng Ma, Sihang Jiang, Bo Xu, Yanghua Xiao |
ICASSP |
2024 |
CCF B |
| 30 |
XMeCap: MemeCaption Generation with Sub-Image Adaptability |
Yuyan Chen, Songzhou Yan, Zhihong Zhu, Zhixu Li, Yanghua Xiao |
MM |
2024 |
CCF A |
| 31 |
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models
|
Yuyan Chen, Chenwei Wu, Songzhou Yan, Panjun Liu, Haoyu Zhou, Yanghua Xiao |
ACL |
2024 |
CCF A |
| 32 |
HOTVCOM: Generating Buzzworthy Comments for Videos
|
Yuyan Chen, Yiwen Qian, Songzhou Yan, Jiyuan Jia, Zhixu Li, Yanghua Xiao, Xiaobo Li, Aaron Xuxiang Tian, Ming Yang, Qingpei Guo |
ACL Findings |
2024 |
CCF A |
| 33 |
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models
|
Yuyan Chen, Hao Wang, Songzhou Yan, Sijia Liu, Yueze Li, Yi Zhao, Yanghua Xiao |
ACL Findings |
2024 |
CCF A |
| 34 |
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
|
Yuyan Chen, Tianhao Yu, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Aaron Xuxiang Tian, Yanghua Xiao |
ACL Findings |
2024 |
CCF A |
| 35 |
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation |
Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen |
ACL |
2024 |
CCF A |
| 36 |
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews |
Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao |
ACL |
2024 |
CCF A |
| 37 |
GumbelSoft: Diversified Language Model Watermarking viathe GumbelMax-trick |
Jiayi Fu, Xuandong Zhao, Ruihan Yang, Yuansen Zhang, Jiangjie Chen, Yanghua Xiao* |
ACL |
2024 |
CCF A |
| 38 |
Light Up the Shadows: Enhance Long-Tail Entity Grounding with Concept-Guided Vision-Language Models
|
Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao |
ACL Findings |
2024 |
CCF A |
| 39 |
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models |
Nianqi Li, Jingping Liu, Sihang Jiang*, Haiyun Jiang, Yanghua Xiao*,Jiaqing Liang, Zujie Liang, Feng Wei, Jinglei Chen. |
ACL Findings |
2024 |
CCF A |
| 40 |
GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization |
Chenghua Huang,Shisong Chen,Zhixu Li,Jianfeng Qu,Yanghua Xiao,Jiaxin Liu, Zhigang Chen |
ACL Findings |
2024 |
CCF A |
| 41 |
TravelPlanner: A Benchmark for Real-World Planning with Language Agents |
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su |
ICML |
2024 |
CCF A |
| 42 |
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI |
Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou |
ICDE |
2024 |
CCF A |
| 43 |
TDASD: Generating medically significant fine-grained lung adenocarcinoma nodule CT images based on stable diffusion models with limited sample size |
Yidan Xu, Jiaqing Liang, Yaoyao Zhuo, Lei Liu, Yanghua Xiao, Lingxiao Zhou |
Computer Methods and Programs in Biomedicine |
2024 |
JCR 1区 |
| 44 |
A Novel Cascade Instruction Tuning Method for Biomedical NER |
Jin Zhao, Chao Liu, Jiaqing Liang, Zhixu Li, Yanghua Xiao. |
ICASSP |
2024 |
CCF B |
| 45 |
Can Large Language Models Understand Real-World Complex Instructions? |
Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Lida Chen, Xintao Wang, Yuncheng Huang, Haoning Ye, Zihan Li, Shisong Chen, Yikai Zhang, Zhouhong Gu, Jiaqing Liang, Yanghua Xiao |
AAAI |
2024 |
CCF A |
| 46 |
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation
|
Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Qianyu He, Rui Xu, Wenhao Huang, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao |
AAAI |
2024 |
CCF A |
| 47 |
Small Language Model Can Self-correct |
Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao |
AAAI |
2024 |
CCF A |
| 48 |
Talk Funny! A Large-scaleumor Response Dataset with Chain-of-Humor Interpretation |
Yuyan Chen, Yichen Yuan, Panjun Liu, Dayiheng Liu, Qinghao Guan, Mengfei Guo, Haiming Peng, Zhixu Li, Yanghua Xiao, Bang Liu |
AAAI |
2024 |
CCF A |
| 49 |
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graphwith Triplet Fact Grounding
|
Jingping Liu, Mingchuan Zhang, Weichen Li, Chao Wang, Shuang Li, Shuang Li, Sihang Jiang, Yanghua Xiao, Yunwen Chen
|
AAAI |
2024 |
CCF A |
| 50 |
Translate Meanings, Not Just Words: ldiomKB's Role in Optimizin Gldiomatic Translation with Language Models |
Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao |
AAAI |
2024 |
CCF A |
| 51 |
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception |
Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen |
ICDE |
2024 |
CCF A |
| 52 |
TemporalMed: Advancing Medical Dialogues with Time-Aware Resonses in Large Language Models |
Yuyan Chen, Jin Zhao, Zhihao Wen, Zhixu Li, Yanghua Xiao |
WSDM |
2024 |
CCF B |
| 53 |
KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding |
Lipeng Ma, Weidong Yang, Bo Xu, Sihang Jiang, Ben Fei, Jiaqing Liang, Mingjie Zhou, Yanghua Xiao |
ICSE |
2024 |
CCF A |
| 54 |
Can Pre-trained Language Models Understand Chinese Humor? |
Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen |
WSDM |
2023 |
CCF B |
| 55 |
Sweet Apple, company? or food? Adjective-centric commonsense knowledge acquisition with taxonomy-guided induction |
Chao Wang, Juntao Liu, Jingping Liu, Sihang Jiang, Zhixu Li, Yanghua Xiao |
KBS |
2023 |
JCR 1区 |
| 56 |
A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction |
Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao, Xin Lin |
DASFAA |
2023 |
CCF B |
| 57 |
Muti-task entity linking with supervision from a taxonomy |
Xuwu Wang, Lihan Chen, Wei Zhu, Yuan Ni, Guotong Xie, Deqing Yang, Yanghua Xiao |
KBS |
2023 |
JCR 1区 |
| 58 |
Towards Visual Taxonomy Expansion |
Tinghui Zhu, Jingping Liu, Jiaqing Liang, Haiyun Jiang, Yanghua Xiao, ZongYu Wang, Rui Xie, Yunsen Xian |
MM |
2023 |
CCF A |
| 59 |
XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding |
Yuyan Chen, Yanghua Xiao, Zhixu li, Bang Liu |
TKDE |
2023 |
CCF A |
| 60 |
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction |
Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang |
EMNLP |
2023 |
清华 CORE-A |
| 61 |
MA-MRC: A Multi-answer Machine Reading Comprehension Dataset |
Zhiang Yue, Jingping Liu, Cong Zhang, Chao Wang, Haiyun Jiang, Yue Zhang, Xianyang Tian, Zhedong Cen, Yanghua Xiao, Tong Ruan |
SIGIR |
2023 |
CCF A |
| 62 |
EASC: An Exception-Aware Semantic Compression Framework for Real-World Knowledge Graphs |
Sihang Jiang, Jianchuan Feng, Chao Wang, Jingping Liu, Zhuozhi Xiong, Chaofeng Sha, Weiguo Zheng, Jiaqing Liang, Yanghua Xiao |
KBS |
2023 |
JCR 1区 |
| 63 |
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models |
Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Zhixu Li, Yanghua Xiao and Dongmei Zhang |
CIKM |
2023 |
清华 CORE-A |
| 64 |
HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition |
Jin Zhao, Zhixu Li, Yanghua Xiao, Jiaqing Liang and Jingping Liu |
CIKM |
2023 |
清华 CORE-A |
| 65 |
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities |
Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li and Yanghua Xiao |
CIKM |
2023 |
清华 CORE-A |
| 66 |
ServerRCA: Root Cause Analysis for Server Failure using Operating System Logs |
Jiahao Shi, Sihang Jiang, Bo Xu and Yanghua Xiao |
ISSRE |
2023 |
CCF B |
| 67 |
ShellGPT: Generative Pre-trained Transformer Model for Shell Language Understanding |
Jie Shi, Sihang Jiang, Bo Xu, Jiaqing Liang, Yanghua Xiao and Wei Wang |
ISSRE |
2023 |
CCF B |
| 68 |
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models |
Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Zhixu Li, Yanghua Xiao and Dongmei Zhang |
CIKM |
2023 |
清华 CORE-A |
| 69 |
Distilling Script Knowledge from Large Language Models for Constrained Language Planning |
Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, C. R. Jankowski, Deqing Yang, Yanghua Xiao |
ACL |
2023 |
CCF A Outstanding Paper |
| 70 |
Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning |
Jingping Liu, Tao Chen, Zujie Liang, Haiyun Jiang, Yanghua Xiao, Feng Wei, Yuxi Qian, Zhenghong Hao and Bing Han |
CIKM |
2023 |
清华 CORE-A |
| 71 |
AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models |
Xiaodan Wang,Lei Li, Zhixu Li, Xuwu Wang, Xiangru Zhu, Chengyu Wang, Jun Huang, Yanghua Xiao |
WSDM |
2023 |
清华 CORE-A |
| 72 |
Long-Document Cross-Lingual Summarization |
Shaohui Zheng, Zhixu Li, Jiaan Wang, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen |
WSDM |
2023 |
清华 CORE-A |
| 73 |
Causality-aware Concept Extraction based on Knowledge-guided Prompting |
Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui. Xie |
ACL |
2023 |
CCF A |
| 74 |
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge |
Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao |
ACL |
2023 |
CCF A |
| 75 |
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation |
Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao, Yunwen Chen |
ACL |
2023 |
CCF A |
| 76 |
Towards Unifying Multi-Lingual and Cross-Lingual Summarization |
Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li, Jianfeng Qu, Jie Zhou |
ACL |
2023 |
CCF A |
| 77 |
Adaptive Ordered Information Extraction with Deep Reinforcement Learning |
Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji |
ACL Findings |
2023 |
CCF A |
| 78 |
FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph |
Xiaodan Wang, Chengyu Wang, Lei Li, Zhixu Li, Ben Chen, Linbo Jin, Jun Huang, Yanghua Xiao, Ming Gao |
ACL |
2023 |
CCF A |
| 79 |
QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search |
Jian Xie, Yidan Liang, Jingping Liu, Yanghua Xiao, Baohua Wu, Shenghua Ni |
KDD |
2023 |
CCF A |
| 80 |
M3PT: A Multi-Modal Model for POI Tagging |
Jingsong Yang, Guanzhou Han, Deqing Yang, Jingping Liu, Yanghua Xiao, Xiang Xu, Baohua Wu, Shenghua Ni |
KDD |
2023 |
CCF A |
| 81 |
Accelerating Personalized PageRank Vector Computation |
Zhen Chen, Xingzhi Guo, Baojian Zhou, Deqing Yang, S. Skiena |
KDD |
2023 |
CCF A |
| 82 |
Effcient single-source SimRank query by path aggregation |
Mingxi Zhang, Yanghua Xiao, Wei Wang |
KDD |
2023 |
CCF A |
| 83 |
What Image do You Need? A Two-stage Framework for Image Selection in E-commerce |
Sheng-Chi You, Chao Wang, Baohua Wu, Jingping Liu, Quan Lu, Guanzhou Han, Yanghua Xiao |
WWW |
2023 |
CCF A |
| 84 |
End-to-end Entity Linking with Hierarchical Reinforcement Learning |
Lihan Chen, Tinghui Zhu, Jingping Liu, Jiaqing Liang, Yanghua Xiao |
AAAI |
2023 |
CCF A |
| 85 |
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing |
Jiangjie Chen, Rui Xu, Wenyuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao |
AAAI |
2023 |
CCF A |
| 86 |
GANTEE: Generative Adversarial Network for Taxonomy Entering Evaluation |
Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong |
AAAI |
2023 |
CCF A |
| 87 |
Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-Supervised Relation Extraction |
Yu Hong, Jiahang Li, Jianchuan Feng, Chenghua Huang, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Wei Wang |
AAAI |
2023 |
CCF A |
| 88 |
MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base |
Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao |
AAAI |
2023 |
CCF A |
| 89 |
Does it pay to optimize AUC? |
Baojian Zhou, Steven Skiena |
AAAI |
2023 |
CCF A |
| 90 |
Group Buying Recommendation Model Based on Multi-task Learning |
Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao |
ICDE |
2023 |
CCF A |
| 91 |
Learning Dual-view User Representations for Enhanced Sequential Recommendation |
Lyuxin Xue, Deqing Yang, Shuoyao Zhai, Yuxin Li, Yanghua Xiao |
TOIS |
2023 |
CCF A |
| 92 |
VoCSK: Verb-oriented commonsense knowledge mining with taxonomy-guided induction |
Jingping Liu, Tao Chen, Chao Wang, Jiaqing Liang, Lihan Chen, Yanghua Xiao*, Yunwen Chen, Ke Jin |
Artificial Intelligence Journal |
2022 |
CCF A |
| 93 |
Improving Continual Relation Extraction through Supervised Contrastive Learning |
Chengwei Hu, Haoliang Jin, Zhen Chen, Deqing Yang, Yanghua Xiao |
COLING |
2022 |
清华 CORE-A |
| 94 |
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization |
Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li, Jianfeng Qu, Jie Zhou |
EMNLP |
2022 |
清华 CORE-A |
| 95 |
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge |
Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Yanghua Xiao |
EMNLP |
2022 |
清华 CORE-A |
| 96 |
Evidence-aware Document-level Relation Extraction |
Tianyu Xu, Wen Hua, Jianfeng Qu, Zhixu Li, Jiajie Xu, An Liu, Lei Zhao |
CIKM |
2022 |
清华 CORE-A Best Paper Honorable Mention |
| 97 |
Commonsense Knowledge Base Completion with Relational Graph Attention Network and Pre-trained Language Model |
Jinhao Ju, Deqing Yang, Jingping Liu |
CIKM |
2022 |
清华 CORE-A Best Short Paper |
| 98 |
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints |
Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang, Ying Qin, Shimin Tao, Yanghua Xiao |
NAACL |
2022 |
NAACL |
| 99 |
Semantic-Based Data Augmentation for Math Word Problems |
Ailisi Li, Yanghua Xiao, Jiaqing Liang, Yunwen Chen |
DASFAA |
2022 |
CCF B |
| 100 |
PromptMNER: Prompt-based Entity-related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition |
Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Jiabo Ye, Ming Yan, Yanghua Xiao |
DASFAA |
2022 |
CCF B |
| 101 |
FALCON: A Faithful Contrastive Framework for Response Generation in TableQA Systems |
Shineng Fang, Jiangjie Chen, Xi Shen, Yunwen Chen, Yanghua Xiao |
DASFAA |
2022 |
CCF B |
| 102 |
Knowing What I Don’t Know: A Generation Assisted Rejection Framework in Knowledge Base Question Answering |
Junyang Huang, Xuantao Lu, Jiaqing Liang, Qiaoben Bao, Chen Huang, Yanghua Xiao, Bang Liu, Yunwen Chen |
DASFAA |
2022 |
CCF B |
| 103 |
Modeling Uncertainty in Neural Relation Extraction |
Yu Hong, Yanghua Xiao, Wei Wang, Yunwen Chen |
DASFAA |
2022 |
CCF B |
| 104 |
Utilizing Expert Knowledge and Contextual Information for Sample-Limited Causal Graph Construction |
Xuwu Wang, Xueyao Jiang, Sihang Jiang, Zhixu Li, Yanghua Xiao |
DASFAA |
2022 |
CCF B |
| 105 |
Visualizable or Non-visualizable? Exploring the Visualizability of Concepts in Multi-modal Knowledge Graph |
Xueyao Jiang, Ailisi Li, Jiaqing Liang, Bang Liu, Rui Xie, Wei Wu, Zhixu Li, Yanghua Xiao |
DASFAA |
2022 |
CCF B |
| 106 |
Multi-Modal Knowledge Graph Construction and Application: A Survey |
Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, N. Yuan |
TKDE |
2022 |
CCF A |
| 107 |
Diversified query generation guided by knowledge graph |
Xinyao Shen, Jiangjie Chen, Jiaze Chen, Chun Zeng, Yanghua Xiao |
WSDM |
2022 |
清华 CORE-A |
| 108 |
Harvesting More Answer Spans from Paragraph beyond Annotation |
Qiaoben Bao, Jiangjie Chen, Linfang Liu, Jingping Liu, Jiaqing Liang, Yanghua Xiao |
WSDM |
2022 |
清华 CORE-A |
| 109 |
A Probit Tensor Factorization Model For Relational Learning |
Ye Liu, Rui Song, Wenbin Lu, Yanghua Xiao |
Journal of Computational And Graphical Statistics |
2022 |
None |
| 110 |
Prototypical Concept Representation |
Xintao Wang, Jiaqing Liang, Yanghua Xiao, Wei Wang |
TKDE |
2022 |
CCF A |
| 111 |
Crossword Puzzle Resolution via Monte Carlo Tree Search |
Lihan Chen, Jingping Liu, Sihang Jiang, Chao Wang, Jiaqing Liang, Yanghua Xiao, Sheng Zhang, Rui Song |
ICAPS |
2022 |
None |
| 112 |
Cat-mner: Multimodal named entity recognition with knowledge-refined cross-modal attention |
Xuwu Wang, Jiabo Ye, Zhixu Li, Junfeng Tian, Yong Jiang, Ming Yan, Ji Zhang, Yanghua Xiao |
ICME |
2022 |
清华 CORE-A |
| 113 |
Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation |
Lyuxin Xue, Deqing Yang, Yanghua Xiao |
ICME |
2022 |
清华 CORE-A |
| 114 |
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation |
Jingjie Yi, Deqing Yang, Siyu Yuan, Kaiyan Cao, Zhiyao Zhang, Yanghua Xiao |
ECML-PKDD |
2022 |
清华 CORE-A |
| 115 |
Noun Compound Interpretation With Relation Classification and Paraphrasing |
Jingping Liu, Juntao Liu, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Huimin Xu, Fubao Zhang, Zongyu Wang, Rui Xie |
TKDE |
2022 |
CCF A |
| 116 |
Human-in-the-loop Robotic Grasping using BERT Scene Representation |
Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang |
COLING |
2022 |
清华 CORE-A |
| 117 |
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts |
Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha, Yanghua Xiao |
COLING |
2022 |
清华 CORE-A |
| 118 |
Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning |
Xuantao Lu, Jingping Liu, Zhouhong Gu, Hanwen Tong, Chenhao Xie, Junyang Huang, Yanghua Xiao, Wenguang Wang |
COLING |
2022 |
清华 CORE-A |
| 119 |
Generative Entity Typing with Curriculum Learning |
Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao |
EMNLP |
2022 |
清华 CORE-A |
| 120 |
A Context-Enhanced Transformer with Abbr-Recover Policy for Chinese Abbreviation Prediction |
Kaiyan Cao, Deqing Yang, Jingping Liu, Jiaqing Liang, Yanghua Xiao, Feng Wei, Baohua Wu, Quan Lu |
CIKM |
2022 |
清华 CORE-A |
| 121 |
A Context-Enhanced Generate-then-Evaluate Framework for Chinese Abbreviation Prediction |
Hanwen Tong, Chenhao Xie, Jiaqing Liang, Qianyu He, Zhiang Yue, Jingping Liu, Yanghua Xiao, Wenguang Wang |
CIKM |
2022 |
清华 CORE-A |
| 122 |
Can We Have Both Fish and Bear's Paw? Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift |
Yu Hong, Zhixu Li, Jianfeng Qu, Jiaqing Liang, Yi Luo, Miyu Zhang, Yanghua Xiao, Wei Wang |
CIKM |
2022 |
清华 CORE-A |
| 123 |
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review |
Jiangjie Chen, Yanghua Xiao |
IEEE Data Engineering Bulletin |
2022 |
None |
| 124 |
Rule Mining over Knowledge Graphs via Reinforcement Learning |
Lihan Chen , Sihang Jiang , Jingping Liu , Chao Wang , Sheng Zhang, Chenhao Xie , Jiaqing Liang , Yanghua Xiao, Rui Song |
Knowledge Based Systems |
2022 |
JCR 1区 |
| 125 |
A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction |
Chao Wang, Jingping Liu, Tianyi Zhuang, Jiahang Li, Juntao Liu, Yanghua, Xiao, Wei Wang, Rui Xie |
WSDM |
2022 |
清华 CORE-A |
| 126 |
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning |
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao |
ACL Findings |
2022 |
CCF A |
| 127 |
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation |
Yuyan Chen, Yanghua Xiao, Bang Liu |
ICDE |
2022 |
CCF A |
| 128 |
Unsupervised Editing for Counterfactual Stories |
Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou , Yanghua Xiao, Lei Li |
AAAI |
2022 |
CCF A |
| 129 |
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification |
Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li. |
AAAI |
2022 |
CCF A |
| 130 |
Language Models as Knowledge Embeddings |
Xintao Wang，Qianyu He, Jiaqing Liang, Yanghua Xiao. |
IJCAI |
2022 |
CCF A |
| 131 |
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision |
Sijie Cheng, Zhouhong Gu, Bang Liu, Rui Xie, Wei Wu, Yanghua Xiao |
ICDE |
2022 |
CCF A |
| 132 |
Entity Understanding with Hierarchical Graph Learning for Enhanced Text Classification |
Chao Wang, Haiyun Jiang, Tao Chen, Jingping Liu, Menghui Wang, Sihang Jiang, Zhixu Li, Yanghua Xiao |
Knowledge Based Systems |
2022 |
JCR 1区 |
| 133 |
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types |
Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang, Ming Yan, Lihan Chen, Yanghua Xiao |
ACL |
2022 |
CCF A |
| 134 |
Can Pre-trained Language Models Interpret Similes as Smart as Human? |
Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao |
ACL |
2022 |
CCF A |
| 135 |
WebKE: Knowledge Triple Extraction from Semi-structured Web with Pre-trained Markup Language Models |
Chenhao Xie, Wenhao Huang, Jiaqing Liang, Chengsong Huang and Yanghua Xiao |
CIKM |
2021 |
清华 CORE-A |
| 136 |
Incorporating Syntactic Information into Relation Representations for Enhanced Relation Extraction |
Li Cui, Deqing Yang, Jiaxin Yu, Chengwei Hu, Jiayang Cheng, Jingjie Yi and Yanghua Xiao |
ACL |
2021 |
CCF A |
| 137 |
Large-scale Multi-granular Concept Extraction Based on Machine Reading Comprehension |
Siyu Yuan, Deqing Yang, Jiaqing Liang, Jilun Sun, Jingyue Huang, Kaiyan Cao, Yanghua Xiao and Rui Xie. |
ISWC |
2021 |
清华 CORE-A |
| 138 |
Revisiting the Negative Data of Distantly Supervised Relation Extraction |
Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang, Yanghua Xiao |
ACL |
2021 |
CCF A |
| 139 |
HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications |
Qiao Cheng, Juntao Liu, Xiaoye Qu, Jin Zhao, Jiaqing Liang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan and Yanghua Xiao |
ACL Findings |
2021 |
CCF A |
| 140 |
Bootstrapping Information Extraction via Conceptualization |
Jiaqing Liang, Suo Feng, Chenhao Xie, Yanghua Xiao, Jindong Chen, Seung-won Hwang |
ICDE |
2021 |
CCF A |
| 141 |
Towards Fine-grained Concept Generation |
Chenguang Li, Jiaqing Liang, Yanghua Xiao, Haiyun Jiang |
TKDE |
2021 |
CCF A |
| 142 |
Learning Term Embeddings for Lexical Taxonomies |
Jingping Liu, Menghui Wang, Chao Wang, Jiaqing Liang, Lihan Chen, Haiyun Jiang, Yanghua Xiao, Yunwen Chen |
AAAI |
2021 |
CCF A |
| 143 |
Learning Term Embeddings for Lexical Taxonomies |
Jingping Liu, Menghui Wang, Chao Wang, Jiaqing Liang, Lihan Chen, Haiyun Jiang, Yanghua Xiao, Yunwen Chen |
AAAI |
2021 |
CCF A |
| 144 |
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning |
Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao |
EMNLP |
2020 |
清华 CORE-A |
| 145 |
Surface Pattern Enhanced Relation Extraction with Global Constraints |
Haiyun Jiang, Juntao Liu, Sheng Zhang, Deqing Yang, Yanghua Xiao, Wei Wang |
Knowledge and Information System |
2020 |
JCR 1区 |
| 146 |
Spiral of Silence and Its Application in Recommender Systems |
Chen Lin, Dugang Liu, Yanghua Xiao, Hanghang Tong |
IEEE Transactions on Knowledge and Data Engineering |
2020 |
None |
| 147 |
Mining Infrequent High-Quality Phrases from Domain-Specific Corpora |
Li Wang, Wei Zhu, Sihang Jiang, Sheng Zhang, Keqiang Wang, Yuan Ni, Guotong Xie, Yanghua Xiao |
CIKM |
2020 |
清华 CORE-A |
| 148 |
Attacking Recommender Systems with Augmented User Profiles |
Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang |
CIKM |
2020 |
清华 CORE-A |
| 149 |
Understanding a bag of words by conceptual labeling with prior weights |
Haiyun Jiang, Deqing Yang, Yanghua Xiao, Wei Wang |
WWW |
2020 |
CCF A |
| 150 |
Explaining a bag of words with hierarchical conceptual labels |
Haiyun Jiang, Yanghua Xiao, Wei Wang |
WWW |
2020 |
CCF A |
| 151 |
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention |
Deqing Yang∗, Zengchun Song, Lvxin Xue, Yanghua Xiao |
SIGIR |
2020 |
CCF A |
| 152 |
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation |
Wenjing Meng, Deqing Yang, Yanghua Xiao |
SIGIR |
2020 |
CCF A |
| 153 |
Learning Knowledge Embeddings with Prior Weights for Sparse Interaction Recommendation |
Deqing Yang, Zikai Guo, Yanghua Xiao |
SIGIR |
2020 |
CCF A |
| 154 |
Mining Verb-Oriented Commonsense Knowledge |
Jingping Liu, Yuanfu Zhou, Dan Wu, Chao Wang, Haiyun Jiang, Sheng Zhang, Bo Xu, Yanghua Xiao |
ICDE |
2020 |
CCF A |
| 155 |
Capable Of Reasoning: A Step Towards Commonsense Oracle |
Jingping Liu, Yanghua Xiao, Ao Wang, Liang He, Bin Shao |
SIGIR |
2020 |
CCF A |
| 156 |
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks |
Ting Ye, Xuwu Wang, Jiangchao Yao,Kunyang Jia, Jingren Zhou, Yanghua Xiao, Hongxia Yang |
CIKM |
2019 |
清华 CORE-A |
| 157 |
Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment |
Xiaofei Shi, Yanghua Xiao |
EMNLP |
2019 |
清华 CORE-A |
| 158 |
Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification |
Shiyun Chen, Xin Lin, Yanghua Xiao, Liang He |
CIKM |
2019 |
清华 CORE-A |
| 159 |
Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty |
Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen |
IJCAI |
2019 |
CCF A |
| 160 |
Relation Extraction Using Supervision from Topic Knowledge of Relation Labels |
Haiyun Jiang, Li Cui, Zhe Xu, Deqing Yang, Jindong Chen, Chenguang Li, Jingping Liu, Jiaqing Liang, Chao Wang, Yanghua Xiao, Wei Wang |
IJCAI |
2019 |
CCF A |
| 161 |
A Deep Recommendation Model Incorporating Adaptive Knowledge-based Representations |
Chenlu Shen, Deqing Yang, Yanghua Xiao |
ICWS |
2019 |
清华 CORE-A |
| 162 |
Chenguang Li, Jiaqing Liang, Bin Liang, Wei Wang. Hierarchical Conceptual Labeling |
Haiyun Jiang, Cengguang Zhang, Deqing Yang, Yanghua Xiao, Jingping Liu, Jindong Chen, Chao Wang |
DASFAA |
2019 |
CCF B |
| 163 |
Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms |
Sihang Jiang, Jiaqing Liang, Yanghua Xiao, Haihong Tang, Haikuan Huang, Jun Tan |
ICDE |
2019 |
CCF A |
| 164 |
Non-Compensatory Psychological Models for Recommender Systems |
Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu and Yanghua Xiao |
AAAI |
2019 |
CCF A |
| 165 |
Spiral of Silence in Recommender Systems |
Dugang Liu, Chen Lin, Zhilin Zhang, Yanghua Xiao, Hanghang Tong |
WSDM |
2019 |
清华 CORE-A |
| 166 |
Weakly Supervised Co-Training of Query Rewriting and Semantic Matching for e-Commerce |
Rong Xiao, Jianhui Ji,Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju |
WSDM |
2019 |
清华 CORE-A |
| 167 |
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation |
Jiangjie Chen, Ao Wang, Haiyun Jiang, Suo Feng, Chenguang Li, Yanghua Xiao |
ACL |
2019 |
CCF A |
| 168 |
Deep Short Text Classification with Knowledge Powered Attentions |
Jindong Chen, Yizhou Hu, Jingping Liu, Yanghua Xiao, Haiyun Jiang |
AAAI |
2019 |
CCF A |
| 169 |
ACCF: Learning Attentional Conformity for Collaborative Filtering |
Bin Liang, Chaofeng Sha, Dong Wu, Bo Xu, Yanghua Xiao, Wei Wang. |
IEEE Access |
2019 |
None |