Yanghua Xiao

90 papers at tracked venues · 60 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8403-9591 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×36 EMNLP ×17 AAAI ×11 NeurIPS ×5 CIKM ×4 NAACL ×4 WSDM ×4 ACM MM ×2 ICLR ×2 ICML ×2 ECAI ×1 ICDE ×1 ICSE ×1

Frequent coauthors

Jiaqing Liang

×40

Zhixu Li

×18

Jiangjie Chen

×17

Sihang Jiang

×16

Deqing Yang

×16

Qianyu He

×15

Siyu Yuan

×15

Xintao Wang

×13

Yikai Zhang

×11

Yuyan Chen

×10

Fei Yu

×9

Xiaojun Meng

×9

Papers

ADaPT: Token-Level Decoupling for Efficient Large Reasoning Models
ACL 2026 ·
Tingyun Li
,
Zishang Jiang
,
Jinyi Han
,
Xinyi Wang
,
Sihang Jiang
,
Han Xia
,
Zhaoqian Dai
,
Shuguang Ma
,
Fei Yu
,
Jiaqing Liang
, Yanghua Xiao
Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training
AAAI 2026 ·
Yuanyi Xu
,
Xiangru Zhu
,
Sihang Jiang
,
Zhixu Li
,
Bei Yang
,
Xiaoxiao Xu
, Yanghua Xiao,
Wei Wang
Are Large Language Models Reliable Reviewers? A Benchmark for Error Detection in Financial Documents
ACL 2026 ·
Ying He
,
Zhouhong Gu
,
Zhecheng Hu
,
Yubo Zhou
,
Hao Shen
,
Jiaqing Liang
,
Zhaoqian Dai
,
Ma Shuguang
,
Fei Yu
, Yanghua Xiao,
Zhixu Li
Can LLMs Learn to Map the World from Local Descriptions?
ACL 2026 ·
Sirui Xia
,
Aili Chen
,
Xintao Wang
,
Tinghui Zhu
,
Yikai Zhang
,
Jiangjie Chen
, Yanghua Xiao
Code LLMs Still Fall Short of Top Programmers: Evaluating Algorithmic Code Generation Through Computational Thinking
WSDM 2026 ·
Shisong Chen
,
Ziyu Zhou
,
Yicong Zhao
,
Chengyi Yang
,
Zhixu Li
, Yanghua Xiao,
Xin Lin
,
Xiaojun Meng
,
Jiansheng Wei
,
Kuien Liu
Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility
AAAI 2026 ·
Zishang Jiang
,
Jinyi Han
,
Tingyun Li
,
Xinyi Wang
,
Sihang Jiang
,
Xiaojun Meng
,
Jiansheng Wei
,
Jiaqing Liang
, Yanghua Xiao
Don't Tell the Answer, Truly Guide the Reasoning During RL Rollouts
ACL 2026 ·
Xinyi Wang
,
Jinyi Han
,
Zishang Jiang
,
Tingyun Li
,
Jiaqing Liang
,
Sihang Jiang
,
Zhaoqian Dai
,
Ma Shuguang
,
Fei Yu
, Yanghua Xiao
HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing
ACL 2026 ·
Chengyu Du
,
Xintao Wang
,
Aili Chen
,
Weiyuan Li
,
Rui Xu
,
Junteng Liu
,
Zishan Huang
,
Rong Tian
,
Zijun Sun
,
Yuhao Li
,
Liheng Feng
,
Deming Ding
,
Pengyu Zhao
, Yanghua Xiao
HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns
ACL 2026 ·
Xintao Wang
,
Jian Yang
,
Weiyuan Li
,
Rui Xie
,
Jen-tse Huang
,
Jun Gao
,
Shuai Huang
,
Yueping Kang
,
Yuanli Guo
,
Hongwei Feng
, Yanghua Xiao
Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning
ACL 2026 ·
Sihang Jiang
,
Zhiyu Lu
,
Keyi Wang
,
Jiaqing Liang
, Yanghua Xiao,
Xiaojun Meng
,
Jiansheng Wei
InsLogicBench: An Argumentation Logic Grounded Benchmark for Complex Insurance Claims Adjudication
ACL 2026 ·
Jin Liu
,
Yunpeng Liu
,
Keyi Wang
,
Jie Shi
,
Xiao Xu
,
Wenkang Huang
,
Xingzhong Xu
,
Xin Liang
, Yanghua Xiao
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following
ACL 2026 ·
Qingyu Ren
,
Qianyu He
,
Powei Chang
,
Jie Zeng
,
Zeye Sun
,
Fei Yu
,
Jiaqing Liang
, Yanghua Xiao
Large Language Model Judged Self-Training for Named Entity Recognition
WSDM 2026 ·
Shisong Chen
,
Jiaan Wang
,
Chengyi Yang
, Yanghua Xiao,
Zhixu Li
,
Xin Lin
MMIFEvol: Towards Evolutionary Multimodal Instruction Following
AAAI 2026 ·
Haoyu Wang
,
Sihang Jiang
,
Xiangru Zhu
,
Yuyan Chen
,
Xiaojun Meng
,
Jiansheng Wei
,
Yitong Wang
, Yanghua Xiao
Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM
AAAI 2026 ·
Cui Danxin
,
Sihang Jiang
,
Keyi Wang
,
Zhiyi Duan
, Yanghua Xiao,
Bi Yude
,
Jiaqing Liang
,
Minggui He
,
Shimin Tao
,
Yilun Liu
Memory-Guided Hard Data Augmentation for Multimodal Named Entity Recognition
ACL 2026 ·
Xinyu Liu
,
Kai fu
,
Yinghan Shi
,
Quanyou Chu
,
Ming Du
,
Hongya Wang
,
Xiaojun Meng
,
Jiansheng Wei
, Yanghua Xiao,
Bo Xu
Metaphor Reasoning is Meta-reasoning
ACL 2026 ·
Qianyu He
,
Junting Lu
,
Yikai Zhang
,
Siyu Yuan
,
Xiaojun Meng
,
Jiansheng Wei
,
Jiaqing Liang
, Yanghua Xiao
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
ACL 2026 ·
Ziheng Li
,
Liu Kang
,
Feng Xiao
,
Luxi Xing
,
Qingyi Si
,
Zhuoran Li
,
Weikang Gong
,
Deqing Yang
, Yanghua Xiao,
Hongcheng Guo
The "Knowledge-Behavior Gap" in Cultural Taboo Safety of Large Language Models
ACL 2026 ·
Ying He
,
Sihang Jiang
,
Xingzhou Chen
,
Zhouhong Gu
,
Yiwei Gu
,
Minggui He
,
Shimin Tao
,
Hongxia Ma
, Yanghua Xiao
The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
ACL 2026 ·
Yilun Liu
,
Chunguang Zhao
,
Mengyao Piao
,
Lingqi Miao
,
Shimin Tao
,
Minggui He
,
Chenxin Liu
,
Li Zhang
,
Hongxia Ma
,
Jiaxin Guo
,
Chen Liu
,
Liqun Deng
,
Jiansheng Wei
,
Xiaojun Meng
,
Fanyi Du
,
Daimeng Wei
, Yanghua Xiao
What Makes an Ideal Quote? Recommending "Unexpected yet Rational" Quotations via Novelty
ACL 2026 ·
Powei Chang
,
Jin Xiao
,
Guanglei Yue
,
Qianyu He
, Yanghua Xiao,
Deqing Yang
,
Jiaqing Liang
Why Did Apple Fall: Evaluating Curiosity in Large Language Models
ACL 2026 ·
Haoyu Wang
,
Sihang Jiang
,
Yuyan Chen
,
Yitong Wang
,
Xiaojun Meng
,
Jiansheng Wei
, Yanghua Xiao
ARIA: Training Language Agents with Intention-driven Reward Aggregation
NeurIPS 2025 ·
Ruihan Yang
,
Yikai Zhang
,
Aili Chen
,
Xintao Wang
,
Jiangjie Chen
,
Siyu Yuan
,
Deqing Yang
, Yanghua Xiao
ARM: Adaptive Reasoning Model
NeurIPS 2025 ·
Siye Wu
,
Jian Xie
,
Yikai Zhang
,
Aili Chen
,
Kai Zhang
,
Yu Su
, Yanghua Xiao
Accelerated Evolving Set Processes for Local PageRank Computation
NeurIPS 2025 ·
Binbin Huang
,
Luo Luo
, Yanghua Xiao,
Deqing Yang
,
Baojian Zhou
Attributive Reasoning for Hallucination Diagnosis of Large Language Models
AAAI 2025 ·
Yuyan Chen
,
Zehao Li
,
Shuangjie You
,
Zhengyu Chen
,
Jingwen Chang
,
Yi Zhang
,
Weinan Dai
,
Qingpei Guo
, Yanghua Xiao
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation
ACL 2025 ·
Yiting Ran
,
Xintao Wang
,
Tian Qiu
,
Jiaqing Liang
, Yanghua Xiao,
Deqing Yang
Bridging the Unseen Gap: Label-Enhanced Information Bottleneck Distillation for Multimodal Named Entity Recognition
ACM MM 2025 ·
Bo Xu
,
Jie Wei
,
Hongya Wang
,
Ming Du
,
Hui Song
, Yanghua Xiao
CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory
ACL 2025 ·
Haokun Zhao
,
Jinyi Han
,
Jiaqing Liang
, Yanghua Xiao,
Xiaojun Meng
,
Jiansheng Wei
CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes
CIKM 2025 ·
Haokun Zhao
,
Jinyi Han
,
Jie Shi
,
Chengyu Du
,
Jiaqing Liang
, Yanghua Xiao,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
EMNLP 2025 ·
Rui Xu
,
Xintao Wang
,
Jiangjie Chen
,
Siyu Yuan
,
Xinfeng Yuan
,
Jiaqing Liang
,
Zulong Chen
,
Xiaoqing Dong
, Yanghua Xiao
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
ICML 2025 ·
Xintao Wang
,
Heng Wang
,
Yifei Zhang
,
Xinfeng Yuan
,
Rui Xu
,
Jen-tse Huang
,
Siyu Yuan
,
Haoran Guo
,
Jiangjie Chen
,
Shuchang Zhou
,
Wei Wang
, Yanghua Xiao
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation
EMNLP 2025 ·
Weiyuan Li
,
Xintao Wang
,
Siyu Yuan
,
Rui Xu
,
Jiangjie Chen
,
Qingqing Dong
, Yanghua Xiao,
Deqing Yang
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
ACL 2025 ·
Aili Chen
,
Chengyu Du
,
Jiangjie Chen
,
Jinghan Xu
,
Yikai Zhang
,
Siyu Yuan
,
Zulong Chen
,
Liangyue Li
, Yanghua Xiao
Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs
EMNLP 2025 ·
Yizhou Ying
,
Geng Zhang
,
Cui Danxin
,
Chengyu Du
,
Guanglei Yue
,
Sihang Jiang
,
Jiaqing Liang
,
Yifei Fu
,
Hailin Hu
, Yanghua Xiao
Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL
EMNLP 2025 ·
Jie Shi
,
Xi Cao
,
Bo Xu
,
Jiaqing Liang
, Yanghua Xiao,
Jia Chen
,
Peng Wang
,
Wei Wang
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective
ICLR 2025 ·
Xiangru Zhu
,
Penglei Sun
,
Yaoxian Song
, Yanghua Xiao,
Zhixu Li
,
Chengyu Wang
,
Jun Huang
,
Bei Yang
,
Xiaoxiao Xu
From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs?
EMNLP 2025 ·
Geng Zhang
,
Yizhou Ying
,
Sihang Jiang
,
Jiaqing Liang
,
Guanglei Yue
,
Yifei Fu
,
Hailin Hu
, Yanghua Xiao
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization
ACL 2025 ·
Zhouhong Gu
,
Xingzhou Chen
,
Xiaoran Shi
,
Tao Wang
,
Suhang Zheng
,
Tianyu Li
,
Hongwei Feng
, Yanghua Xiao
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
NAACL 2025 ·
Sirui Xia
,
Xintao Wang
,
Jiaqing Liang
,
Yifei Zhang
,
Weikang Zhou
,
Jiaji Deng
,
Fei Yu
, Yanghua Xiao
KUG: Joint Enhancement of Internal and External Knowledge for Retrieval-Augmented Generation
CIKM 2025 ·
Mingyang Li
,
Shisong Chen
,
Shengkun Tu
,
Ziyi Du
,
Jinghao Zhang
,
Zhixu Li
, Yanghua Xiao
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
ACL 2025 ·
Ganlin Xu
,
Zhoujia Zhang
,
Wangyi Mei
,
Jiaqing Liang
,
Weijia Lu
,
Xiaodong Zhang
,
Zhifei Yang
,
Xiaofeng Ma
, Yanghua Xiao,
Deqing Yang
MCiteBench: A Multimodal Benchmark for Generating Text with Citations
EMNLP 2025 ·
Caiyu Hu
,
Yikai Zhang
,
Tinghui Zhu
,
Yiwei Ye
, Yanghua Xiao
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration
EMNLP 2025 ·
Nianqi Li
,
Zujie Liang
,
Siyu Yuan
,
Jiaqing Liang
,
Feng Wei
, Yanghua Xiao
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
EMNLP 2025 ·
Qianxi He
,
Qianyu He
,
Jiaqing Liang
,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
, Yanghua Xiao
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
ACL 2025 ·
Jie Zeng
,
Qianyu He
,
Qingyu Ren
,
Jiaqing Liang
,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
, Yanghua Xiao
Past Meets Present: Creating Historical Analogy with Large Language Models
ACL 2025 ·
Nianqi Li
,
Siyu Yuan
,
Jiangjie Chen
,
Jiaqing Liang
,
Feng Wei
,
Zujie Liang
,
Deqing Yang
, Yanghua Xiao
Revealing the Barriers of Language Agents in Planning
NAACL 2025 ·
Jian Xie
,
Kexun Zhang
,
Jiangjie Chen
,
Siyu Yuan
,
Kai Zhang
,
Yikai Zhang
,
Lei Li
, Yanghua Xiao
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals
NAACL 2025 ·
Ruihan Yang
,
Jiangjie Chen
,
Yikai Zhang
,
Siyu Yuan
,
Aili Chen
,
Kyle Richardson
, Yanghua Xiao,
Deqing Yang
Skeletons Matter: Dynamic Data Augmentation for Text-to-Query
EMNLP 2025 ·
Yuchen Ji
,
Bo Xu
,
Jie Shi
,
Jiaqing Liang
,
Deqing Yang
,
Yu Mao
,
Hai Chen
, Yanghua Xiao
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
ACL 2025 ·
Qingyu Ren
,
Jie Zeng
,
Qianyu He
,
Jiaqing Liang
, Yanghua Xiao,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
StrucText-Eval: Evaluating Large Language Model's Reasoning Ability in Structure-Rich Text
ACL 2025 ·
Zhouhong Gu
,
Haoning Ye
,
Xingzhou Chen
,
Zeyang Zhou
,
Hongwei Feng
, Yanghua Xiao
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
ICLR 2025 ·
Chengyu Du
,
Jinyi Han
,
Yizhou Ying
,
Aili Chen
,
Qianyu He
,
Haokun Zhao
,
Haoran Guo
,
Sirui Xia
,
Jiaqing Liang
,
Zulong Chen
,
Liangyue Li
, Yanghua Xiao
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
ACL 2024 ·
Siyu Yuan
,
Jiangjie Chen
,
Changzhi Sun
,
Jiaqing Liang
, Yanghua Xiao,
Deqing Yang
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation
EMNLP 2024 ·
Wenhao Huang
,
Zhouhong Gu
,
Chenghao Peng
,
Jiaqing Liang
,
Zhixu Li
, Yanghua Xiao,
Liqian Wen
,
Zulong Chen
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding
AAAI 2024 ·
Jingping Liu
,
Mingchuan Zhang
,
Weichen Li
,
Chao Wang
,
Shuang Li
,
Haiyun Jiang
,
Sihang Jiang
, Yanghua Xiao,
Yunwen Chen
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models
EMNLP 2024 ·
Zhiwei Zha
,
Xiangru Zhu
,
Yuanyi Xu
,
Chenghua Huang
,
Jingping Liu
,
Zhixu Li
,
Xuwu Wang
, Yanghua Xiao,
Bei Yang
,
Xiaoxiao Xu
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models
ACL 2024 ·
Nianqi Li
,
Jingping Liu
,
Sihang Jiang
,
Haiyun Jiang
, Yanghua Xiao,
Jiaqing Liang
,
Zujie Liang
,
Feng Wei
,
Jinglei Chen
,
Zhenghong Hao
,
Bing Han
Can Large Language Models Understand Real-World Complex Instructions?
AAAI 2024 ·
Qianyu He
,
Jie Zeng
,
Wenhao Huang
,
Lina Chen
,
Jin Xiao
,
Qianxi He
,
Xunzhe Zhou
,
Jiaqing Liang
, Yanghua Xiao
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
EMNLP 2024 ·
Yiting Ran
,
Xintao Wang
,
Rui Xu
,
Xinfeng Yuan
,
Jiaqing Liang
, Yanghua Xiao,
Deqing Yang
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?
EMNLP 2024 ·
Zhouhong Gu
,
Lin Zhang
,
Xiaoxuan Zhu
,
Jiangjie Chen
,
Wenhao Huang
,
Yikai Zhang
,
Shusen Wang
,
Zheyu Ye
,
Yan Gao
,
Hongwei Feng
, Yanghua Xiao
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
ACL 2024 ·
Yuyan Chen
,
Yueze Li
,
Songzhou Yan
,
Sijia Liu
,
Jiaqing Liang
, Yanghua Xiao
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models
ACL 2024 ·
Yuyan Chen
,
Songzhou Yan
,
Panjun Liu
, Yanghua Xiao
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models
EMNLP 2024 ·
Haiquan Zhao
,
Lingyu Li
,
Shisong Chen
,
Shuqi Kong
,
Jiaan Wang
,
Kexin Huang
,
Tianle Gu
,
Yixu Wang
,
Jian Wang
,
Dandan Liang
,
Zhixu Li
,
Yan Teng
, Yanghua Xiao,
Yingchun Wang
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models
ACL 2024 ·
Yuyan Chen
,
Songzhou Yan
,
Sijia Liu
,
Yueze Li
, Yanghua Xiao
Empowering Biomedical Named Entity Recognition through Multi-Tagger Collaboration
ECAI 2024 ·
Jin Zhao
,
Jian Xie
,
Tinghui Zhu
,
Qian Guo
,
Zhixu Li
, Yanghua Xiao
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
ICDE 2024 ·
Yuncheng Huang
,
Qianyu He
,
Jiaqing Liang
,
Sihang Jiang
, Yanghua Xiao,
Yunwen Chen
Exploiting Duality in Open Information Extraction with Predicate Prompt
WSDM 2024 ·
Zhen Chen
,
Jingping Liu
,
Deqing Yang
, Yanghua Xiao,
Huimin Xu
,
Zongyu Wang
,
Rui Xie
,
Yunsen Xian
Faster Local Solvers for Graph Diffusion Equations
NeurIPS 2024 ·
Jiahe Bai
,
Baojian Zhou
,
Deqing Yang
, Yanghua Xiao
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
EMNLP 2024 ·
Qianyu He
,
Jie Zeng
,
Qianxi He
,
Jiaqing Liang
, Yanghua Xiao
GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization
ACL 2024 ·
Chenghua Huang
,
Shisong Chen
,
Zhixu Li
,
Jianfeng Qu
, Yanghua Xiao,
Jiaxin Liu
,
Zhigang Chen
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick
ACL 2024 ·
Jiayi Fu
,
Xuandong Zhao
,
Ruihan Yang
,
Yuansen Zhang
,
Jiangjie Chen
, Yanghua Xiao
HOTVCOM: Generating Buzzworthy Comments for Videos
ACL 2024 ·
Yuyan Chen
,
Songzhou Yan
,
Qingpei Guo
,
Jiyuan Jia
,
Zhixu Li
, Yanghua Xiao
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews
ACL 2024 ·
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
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases
EMNLP 2024 ·
Wenhao Huang
,
Qianyu He
,
Zhixu Li
,
Jiaqing Liang
, Yanghua Xiao
Iterative Methods via Locally Evolving Set Process
NeurIPS 2024 ·
Baojian Zhou
,
Yifan Sun
,
Reza Babanezhad Harikandeh
,
Xingzhi Guo
,
Deqing Yang
, Yanghua Xiao
KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding
ICSE 2024 ·
Lipeng Ma
,
Weidong Yang
,
Bo Xu
,
Sihang Jiang
,
Ben Fei
,
Jiaqing Liang
,
Mingjie Zhou
, Yanghua Xiao
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
ACL 2024 ·
Yikai Zhang
,
Qianyu He
,
Xintao Wang
,
Siyu Yuan
,
Jiaqing Liang
, Yanghua Xiao
M2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base
CIKM 2024 ·
Zhiwei Zha
,
Jiaan Wang
,
Zhixu Li
,
Xiangru Zhu
,
Wei Song
, Yanghua Xiao
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
NAACL 2024 ·
Yanda Li
,
Dixuan Wang
,
Jiaqing Liang
,
Guochao Jiang
,
Qianyu He
, Yanghua Xiao,
Deqing Yang
SEGMENT+: Long Text Processing with Short-Context Language Models
EMNLP 2024 ·
Wei Shi
,
Shuang Li
,
Kerun Yu
,
Jinglei Chen
,
Zujie Liang
,
Xinhui Wu
,
Yuxi Qian
,
Feng Wei
,
Bo Zheng
,
Jiaqing Liang
,
Jiangjie Chen
, Yanghua Xiao
Small Language Model Can Self-Correct
AAAI 2024 ·
Haixia Han
,
Jiaqing Liang
,
Jie Shi
,
Qianyu He
, Yanghua Xiao
Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources
CIKM 2024 ·
Yipei Xu
,
Dakuan Lu
,
Jiaqing Liang
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Jin Zhao
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Xintao Wang
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Hengkui Wu
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Ken Chen
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Liujiang Liu
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Yingsi Xin
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Xuepeng Liu
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Zhixu Li
Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation
AAAI 2024 ·
Yuyan Chen
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Yichen Yuan
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Panjun Liu
,
Dayiheng Liu
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Qinghao Guan
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Mengfei Guo
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Haiming Peng
,
Bang Liu
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Zhixu Li
, Yanghua Xiao
TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models
WSDM 2024 ·
Yuyan Chen
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Jin Zhao
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Zhihao Wen
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Zhixu Li
, Yanghua Xiao
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation
ACL 2024 ·
Yikai Zhang
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Siyu Yuan
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Caiyu Hu
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Kyle Richardson
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Jiangjie Chen
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models
AAAI 2024 ·
Shuang Li
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Jiangjie Chen
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Siyu Yuan
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Xinyi Wu
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Hao Yang
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Shimin Tao
, Yanghua Xiao
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
ICML 2024 ·
Jian Xie
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Kai Zhang
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Jiangjie Chen
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Tinghui Zhu
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Renze Lou
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Yuandong Tian
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Yu Su
XMeCap: Meme Caption Generation with Sub-Image Adaptability
ACM MM 2024 ·
Yuyan Chen
,
Songzhou Yan
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Zhihong Zhu
,
Zhixu Li
, Yanghua Xiao
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation
AAAI 2024 ·
Zhouhong Gu
,
Xiaoxuan Zhu
,
Haoning Ye
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Lin Zhang
,
Jianchen Wang
,
Yixin Zhu
,
Sihang Jiang
,
Zhuozhi Xiong
,
Zihan Li
,
Weijie Wu
,
Qianyu He
,
Rui Xu
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Wenhao Huang
,
Jingping Liu
,
Zili Wang
,
Shusen Wang
,
Weiguo Zheng
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Hongwei Feng
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