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2020 – today
- 2024
- [j37]Jingping Liu, Lihan Chen, Sihang Jiang, Chao Wang, Sheng Zhang, Jiaqing Liang, Yanghua Xiao, Rui Song:
A crossword solving system based on Monte Carlo tree search. Artif. Intell. 335: 104192 (2024) - [j36]Yidan Xu, Jiaqing Liang, Yaoyao Zhuo, Lei Liu, Yanghua Xiao, Lingxiao Zhou:
TDASD: Generating medically significant fine-grained lung adenocarcinoma nodule CT images based on stable diffusion models with limited sample size. Comput. Methods Programs Biomed. 248: 108103 (2024) - [j35]Xiangru Zhu, Zhixu Li, Xiaodan Wang, Xueyao Jiang, Penglei Sun, Xuwu Wang, Yanghua Xiao, Nicholas Jing Yuan:
Multi-Modal Knowledge Graph Construction and Application: A Survey. IEEE Trans. Knowl. Data Eng. 36(2): 715-735 (2024) - [j34]Yuyan Chen, Yanghua Xiao, Zhixu Li, Bang Liu:
XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding. IEEE Trans. Knowl. Data Eng. 36(3): 1371-1384 (2024) - [j33]Jingping Liu, Tao Chen, Hao Guo, Chao Wang, Haiyun Jiang, Yanghua Xiao, Xiang Xu, Baohua Wu:
Exploiting Duality in Aspect Sentiment Triplet Extraction With Sequential Prompting. IEEE Trans. Knowl. Data Eng. 36(11): 6111-6123 (2024) - [j32]Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou:
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI. IEEE Trans. Knowl. Data Eng. 36(11): 6962-6976 (2024) - [c182]Yuyan Chen, Yichen Yuan, Panjun Liu, Dayiheng Liu, Qinghao Guan, Mengfei Guo, Haiming Peng, Bang Liu, Zhixu Li, Yanghua Xiao:
Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation. AAAI 2024: 17826-17834 - [c181]Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Yixin Zhu, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Weijie Wu, Qianyu He, Rui Xu, Wenhao Huang, Jingping Liu, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao:
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation. AAAI 2024: 18099-18107 - [c180]Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao:
Small Language Model Can Self-Correct. AAAI 2024: 18162-18170 - [c179]Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Jiaqing Liang, Yanghua Xiao:
Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024: 18188-18196 - [c178]Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao:
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models. AAAI 2024: 18554-18563 - [c177]Jingping Liu, Mingchuan Zhang, Weichen Li, Chao Wang, Shuang Li, Haiyun Jiang, Sihang Jiang, Yanghua Xiao, Yunwen Chen:
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding. AAAI 2024: 18653-18661 - [c176]Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang:
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base. ACL (1) 2024: 1249-1265 - [c175]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:
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews. ACL (1) 2024: 1840-1873 - [c174]Yuyan Chen, Songzhou Yan, Sijia Liu, Yueze Li, Yanghua Xiao:
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models. ACL (Findings) 2024: 2149-2176 - [c173]Yuyan Chen, Songzhou Yan, Qingpei Guo, Jiyuan Jia, Zhixu Li, Yanghua Xiao:
HOTVCOM: Generating Buzzworthy Comments for Videos. ACL (Findings) 2024: 2198-2224 - [c172]Yuyan Chen, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao:
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL (Findings) 2024: 2225-2238 - [c171]Yuyan Chen, Songzhou Yan, Panjun Liu, Yanghua Xiao:
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models. ACL (1) 2024: 3138-3167 - [c170]Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen:
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation. ACL (1) 2024: 3894-3916 - [c169]Jiayi Fu, Xuandong Zhao, Ruihan Yang, Yuansen Zhang, Jiangjie Chen, Yanghua Xiao:
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick. ACL (1) 2024: 5791-5808 - [c168]Chenghua Huang, Shisong Chen, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Jiaxin Liu, Zhigang Chen:
GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization. ACL (Findings) 2024: 6048-6063 - [c167]Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao:
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models. ACL (Findings) 2024: 13379-13389 - [c166]Nianqi Li, Jingping Liu, Sihang Jiang, Haiyun Jiang, Yanghua Xiao, Jiaqing Liang, Zujie Liang, Feng Wei, Jinglei Chen, Zhenghong Hao, Bing Han:
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models. ACL (Findings) 2024: 13737-13747 - [c165]Zepeng Ding, Wenhao Huang, Jiaqing Liang, Yanghua Xiao, Deqing Yang:
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction. LREC/COLING 2024: 8890-8901 - [c164]Yuchen Shi, Deqing Yang, Jingping Liu, Yanghua Xiao, Zongyu Wang, Huimin Xu:
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency. LREC/COLING 2024: 12100-12110 - [c163]Jin Zhao, Jian Xie, Tinghui Zhu, Qian Guo, Zhixu Li, Yanghua Xiao:
Empowering Biomedical Named Entity Recognition through Multi-Tagger Collaboration. ECAI 2024: 1165-1172 - [c162]Jin Zhao, Chao Liu, Jiaqing Liang, Zhixu Li, Yanghua Xiao:
A Novel Cascade Instruction Tuning Method for Biomedical NER. ICASSP 2024: 11701-11705 - [c161]Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen:
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception. ICDE 2024: 789-802 - [c160]Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su:
TravelPlanner: A Benchmark for Real-World Planning with Language Agents. ICML 2024 - [c159]Lipeng Ma, Weidong Yang, Bo Xu, Sihang Jiang, Ben Fei, Jiaqing Liang, Mingjie Zhou, Yanghua Xiao:
KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding. ICSE 2024: 32:1-32:13 - [c158]Yuyan Chen, Songzhou Yan, Zhihong Zhu, Zhixu Li, Yanghua Xiao:
XMeCap: Meme Caption Generation with Sub-Image Adaptability. ACM Multimedia 2024: 3352-3361 - [c157]Yanda Li, Dixuan Wang, Jiaqing Liang, Guochao Jiang, Qianyu He, Yanghua Xiao, Deqing Yang:
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding. NAACL-HLT (Findings) 2024: 3053-3066 - [c156]Yuyan Chen, Jin Zhao, Zhihao Wen, Zhixu Li, Yanghua Xiao:
TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models. WSDM 2024: 116-124 - [c155]Zhen Chen, Jingping Liu, Deqing Yang, Yanghua Xiao, Huimin Xu, Zongyu Wang, Rui Xie, Yunsen Xian:
Exploiting Duality in Open Information Extraction with Predicate Prompt. WSDM 2024: 125-133 - [i121]Xintao Wang, Zhouhong Gu, Jiaqing Liang, Dakuan Lu, Yanghua Xiao, Wei Wang:
ConcEPT: Concept-Enhanced Pre-Training for Language Models. CoRR abs/2401.05669 (2024) - [i120]Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao:
Small Language Model Can Self-correct. CoRR abs/2401.07301 (2024) - [i119]Zhen Chen, Jingping Liu, Deqing Yang, Yanghua Xiao, Huimin Xu, Zongyu Wang, Rui Xie, Yunsen Xian:
Exploiting Duality in Open Information Extraction with Predicate Prompt. CoRR abs/2401.11107 (2024) - [i118]Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su:
TravelPlanner: A Benchmark for Real-World Planning with Language Agents. CoRR abs/2402.01622 (2024) - [i117]Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen:
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation. CoRR abs/2402.05733 (2024) - [i116]Jiayi Fu, Xuandong Zhao, Ruihan Yang, Yuansen Zhang, Jiangjie Chen, Yanghua Xiao:
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick. CoRR abs/2402.12948 (2024) - [i115]Haiquan Zhao, Xuwu Wang, Shisong Chen, Zhixu Li, Xin Zheng, Yanghua Xiao:
OVEL: Large Language Model as Memory Manager for Online Video Entity Linking. CoRR abs/2403.01411 (2024) - [i114]Jianchen Wang, Zhouhong Gu, Zhuozhi Xiong, Hongwei Feng, Yanghua Xiao:
The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing. CoRR abs/2403.07825 (2024) - [i113]Yuncheng Huang, Qianyu He, Yipei Xu, Jiaqing Liang, Yanghua Xiao:
Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks. CoRR abs/2403.09479 (2024) - [i112]Zhouhong Gu, Xiaoxuan Zhu, Haoran Guo, Lin Zhang, Yin Cai, Hao Shen, Jiangjie Chen, Zheyu Ye, Yifei Dai, Yan Gao, Yao Hu, Hongwei Feng, Yanghua Xiao:
Agent Group Chat: An Interactive Group Chat Simulacra For Better Eliciting Collective Emergent Behavior. CoRR abs/2403.13433 (2024) - [i111]Wenhao Huang, Qianyu He, Zhixu Li, Jiaqing Liang, Yanghua Xiao:
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases. CoRR abs/2403.16396 (2024) - [i110]Siye Wu, Jian Xie, Jiangjie Chen, Tinghui Zhu, Kai Zhang, Yanghua Xiao:
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? CoRR abs/2404.03302 (2024) - [i109]Yanda Li, Dixuan Wang, Jiaqing Liang, Guochao Jiang, Qianyu He, Yanghua Xiao, Deqing Yang:
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding. CoRR abs/2404.04293 (2024) - [i108]Xintao Wang, Jiangjie Chen, Nianqi Li, Lida Chen, Xinfeng Yuan, Wei Shi, Xuyang Ge, Rui Xu, Yanghua Xiao:
SurveyAgent: A Conversational System for Personalized and Efficient Research Survey. CoRR abs/2404.06364 (2024) - [i107]Haokun Zhao, Haixia Han, Jie Shi, Chengyu Du, Jiaqing Liang, Yanghua Xiao:
Large Language Model Can Continue Evolving From Mistakes. CoRR abs/2404.08707 (2024) - [i106]Zepeng Ding, Wenhao Huang, Jiaqing Liang, Deqing Yang, Yanghua Xiao:
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction. CoRR abs/2404.09593 (2024) - [i105]Yuchen Shi, Deqing Yang, Jingping Liu, Yanghua Xiao, Zongyu Wang, Huimin Xu:
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency. CoRR abs/2404.09830 (2024) - [i104]Haixia Han, Tingyun Li, Shisong Chen, Jie Shi, Chengyu Du, Yanghua Xiao, Jiaqing Liang, Xin Lin:
Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience. CoRR abs/2404.10315 (2024) - [i103]Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao:
Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing? CoRR abs/2404.12138 (2024) - [i102]Wenhao Huang, Chenghao Peng, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Liqian Wen, Zulong Chen:
AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation. CoRR abs/2404.12753 (2024) - [i101]Qianyu He, Jie Zeng, Qianxi He, Jiaqing Liang, Yanghua Xiao:
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models. CoRR abs/2404.15846 (2024) - [i100]Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao:
From Persona to Personalization: A Survey on Role-Playing Language Agents. CoRR abs/2404.18231 (2024) - [i99]Ziqin Luo, Haixia Han, Haokun Zhao, Guochao Jiang, Chengyu Du, Tingyun Li, Jiaqing Liang, Deqing Yang, Yanghua Xiao:
SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation. CoRR abs/2405.16552 (2024) - [i98]Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang:
SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals. CoRR abs/2406.04784 (2024) - [i97]Zhouhong Gu, Haoning Ye, Zeyang Zhou, Hongwei Feng, Yanghua Xiao:
StrucText-Eval: An Autogenerated Benchmark for Evaluating Large Language Model's Ability in Structure-Rich Text Understanding. CoRR abs/2406.10621 (2024) - [i96]Lida Chen, Zujie Liang, Xintao Wang, Jiaqing Liang, Yanghua Xiao, Feng Wei, Jinglei Chen, Zhenghong Hao, Bing Han, Wei Wang:
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals. CoRR abs/2406.10881 (2024) - [i95]Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao:
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models. CoRR abs/2406.10902 (2024) - [i94]Zepeng Ding, Ruiyang Ke, Wenhao Huang, Guochao Jiang, Yanda Li, Deqing Yang, Yanghua Xiao, Jiaqing Liang:
Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction. CoRR abs/2406.11455 (2024) - [i93]Zhouhong Gu, Lin Zhang, Xiaoxuan Zhu, Jiangjie Chen, Wenhao Huang, Yikai Zhang, Shusen Wang, Zheyu Ye, Yan Gao, Hongwei Feng, Yanghua Xiao:
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? CoRR abs/2406.12641 (2024) - [i92]Haiquan Zhao, Lingyu Li, Shisong Chen, Shuqi Kong, Jiaan Wang, Kexin Huang, Tianle Gu, Yixu Wang, Dandan Liang, Zhixu Li, Yan Teng, Yanghua Xiao, Yingchun Wang:
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models. CoRR abs/2406.14952 (2024) - [i91]Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Yanghua Xiao, Deqing Yang:
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data. CoRR abs/2406.18921 (2024) - [i90]Yifei Zhang, Xintao Wang, Jiaqing Liang, Sirui Xia, Lida Chen, Yanghua Xiao:
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs. CoRR abs/2407.00653 (2024) - [i89]Sirui Xia, Xintao Wang, Jiaqing Liang, Yifei Zhang, Weikang Zhou, Jiaji Deng, Fei Yu, Yanghua Xiao:
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation. CoRR abs/2407.01796 (2024) - [i88]Yuyan Chen, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Bang Liu, Yunwen Chen:
Can Pre-trained Language Models Understand Chinese Humor? CoRR abs/2407.04105 (2024) - [i87]Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao:
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. CoRR abs/2407.04118 (2024) - [i86]Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Dongmei Zhang, Zhixu Li, Yanghua Xiao:
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models. CoRR abs/2407.04121 (2024) - [i85]Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao:
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CoRR abs/2407.11033 (2024) - [i84]Xiaoxuan Zhu, Zhouhong Gu, Sihang Jiang, Zhixu Li, Hongwei Feng, Yanghua Xiao:
VCEval: Rethinking What is a Good Educational Video and How to Automatically Evaluate It. CoRR abs/2407.12005 (2024) - [i83]Yuyan Chen, Songzhou Yan, Zhihong Zhu, Zhixu Li, Yanghua Xiao:
XMeCap: Meme Caption Generation with Sub-Image Adaptability. CoRR abs/2407.17152 (2024) - [i82]Yuyan Chen, Chenwei Wu, Songzhou Yan, Panjun Liu, Haoyu Zhou, Yanghua Xiao:
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models. CoRR abs/2408.10947 (2024) - [i81]Yifeng Wang, Zhouhong Gu, Siwei Zhang, Suhang Zheng, Tao Wang, Tianyu Li, Hongwei Feng, Yanghua Xiao:
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection. CoRR abs/2409.01787 (2024) - [i80]Lipeng Ma, Weidong Yang, Sihang Jiang, Ben Fei, Mingjie Zhou, Shuhao Li, Bo Xu, Yanghua Xiao:
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models. CoRR abs/2409.01909 (2024) - [i79]Aili Chen, Xuyang Ge, Ziquan Fu, Yanghua Xiao, Jiangjie Chen:
TravelAgent: An AI Assistant for Personalized Travel Planning. CoRR abs/2409.08069 (2024) - [i78]Yuyan Chen, Yanghua Xiao:
Recent Advancement of Emotion Cognition in Large Language Models. CoRR abs/2409.13354 (2024) - [i77]Yuyan Chen, Hao Wang, Songzhou Yan, Sijia Liu, Yueze Li, Yi Zhao, Yanghua Xiao:
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models. CoRR abs/2409.13359 (2024) - [i76]Yuyan Chen, Tianhao Yu, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao:
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? CoRR abs/2409.14762 (2024) - [i75]Nianqi Li, Siyu Yuan, Jiangjie Chen, Jiaqing Liang, Feng Wei, Zujie Liang, Deqing Yang, Yanghua Xiao:
Past Meets Present: Creating Historical Analogy with Large Language Models. CoRR abs/2409.14820 (2024) - [i74]Yuyan Chen, Yiwen Qian, Songzhou Yan, Jiyuan Jia, Zhixu Li, Yanghua Xiao, Xiaobo Li, Ming Yang, Qingpei Guo:
HOTVCOM: Generating Buzzworthy Comments for Videos. CoRR abs/2409.15196 (2024) - 2023
- [j31]Xuwu Wang, Lihan Chen, Wei Zhu, Yuan Ni, Guotong Xie, Deqing Yang, Yanghua Xiao:
Multi-task entity linking with supervision from a taxonomy. Knowl. Inf. Syst. 65(10): 4335-4358 (2023) - [j30]Sihang Jiang, Jianchuan Feng, Chao Wang, Jingping Liu, Zhuozhi Xiong, Chaofeng Sha, Weiguo Zheng, Jiaqing Liang, Yanghua Xiao:
EASC: An exception-aware semantic compression framework for real-world knowledge graphs. Knowl. Based Syst. 278: 110900 (2023) - [j29]Chao Wang, Juntao Liu, Jingping Liu, Sihang Jiang, Zhixu Li, Yanghua Xiao:
Sweet Apple, company? or food? Adjective-centric commonsense knowledge acquisition with taxonomy-guided induction. Knowl. Based Syst. 280: 110988 (2023) - [j28]Chenguang Li, Jiaqing Liang, Yanghua Xiao, Haiyun Jiang:
Towards Fine-Grained Concept Generation. IEEE Trans. Knowl. Data Eng. 35(1): 986-997 (2023) - [j27]Xintao Wang, Jiaqing Liang, Yanghua Xiao, Wei Wang:
Prototypical Concept Representation. IEEE Trans. Knowl. Data Eng. 35(7): 7357-7370 (2023) - [j26]Jingping Liu, Juntao Liu, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Huimin Xu, Fubao Zhang, Zongyu Wang, Rui Xie:
Noun Compound Interpretation With Relation Classification and Paraphrasing. IEEE Trans. Knowl. Data Eng. 35(9): 8757-8769 (2023) - [j25]Lyuxin Xue, Deqing Yang, Shuoyao Zhai, Yuxin Li, Yanghua Xiao:
Learning Dual-view User Representations for Enhanced Sequential Recommendation. ACM Trans. Inf. Syst. 41(4): 86:1-86:26 (2023) - [c154]Lihan Chen, Tinghui Zhu, Jingping Liu, Jiaqing Liang, Yanghua Xiao:
End-to-End Entity Linking with Hierarchical Reinforcement Learning. AAAI 2023: 4173-4181 - [c153]Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong:
GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation. AAAI 2023: 6380-6388 - [c152]Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao:
MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base. AAAI 2023: 6398-6406 - [c151]Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao:
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. AAAI 2023: 12616-12625 - [c150]Yu Hong, Jiahang Li, Jianchuan Feng, Chenghua Huang, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Wei Wang:
Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction. AAAI 2023: 12872-12880 - [c149]Xiaodan Wang, Chengyu Wang, Lei Li, Zhixu Li, Ben Chen, Linbo Jin, Jun Huang, Yanghua Xiao, Ming Gao:
FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph. ACL (industry) 2023: 149-158 - [c148]Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang:
Distilling Script Knowledge from Large Language Models for Constrained Language Planning. ACL (1) 2023: 4303-4325 - [c147]Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie:
Causality-aware Concept Extraction based on Knowledge-guided Prompting. ACL (1) 2023: 9255-9272 - [c146]Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao:
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. ACL (1) 2023: 9890-9908 - [c145]Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao, Yunwen Chen:
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation. ACL (1) 2023: 12557-12572 - [c144]Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao, Chuanjun Ji:
Adaptive Ordered Information Extraction with Deep Reinforcement Learning. ACL (Findings) 2023: 13664-13678 - [c143]Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Dongmei Zhang, Zhixu Li, Yanghua Xiao:
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models. CIKM 2023: 245-255 - [c142]Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao:
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CIKM 2023: 276-285 - [c141]Jingping Liu, Tao Chen, Zujie Liang, Haiyun Jiang, Yanghua Xiao, Feng Wei, Yuxi Qian, Zhenghong Hao, Bing Han:
Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning. CIKM 2023: 1556-1565 - [c140]Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li, Yanghua Xiao:
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities. CIKM 2023: 3361-3370 - [c139]Jin Zhao, Zhixu Li, Yanghua Xiao, Jiaqing Liang, Jingping Liu:
HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition. CIKM 2023: 3433-3443 - [c138]Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao, Xin Lin:
A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction. DASFAA (3) 2023: 544-554 - [c137]Bo Xu, Zhengqi Zhang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao:
Semi-supervised Learning for Fine-Grained Entity Typing with Mixed Label Smoothing and Pseudo Labeling. DASFAA (3) 2023: 727-736 - [c136]Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang:
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction. EMNLP (Findings) 2023: 2446-2460 - [c135]Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao:
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. EMNLP (Findings) 2023: 3279-3304 - [c134]Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao:
Group Buying Recommendation Model Based on Multi-task Learning. ICDE 2023: 978-991 - [c133]