Xinyu Dai

182 papers A* 22A 1B 10C 1Misc 2Journal 86Unranked 60
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic Decision-Making under Model Misspecification: A Stochastic Stability Approach.
CoRR
Xinyu Dai, Daniel Chen, Yian Qian
2026 J jnl
PaLMR: Towards Faithful Visual Reasoning via Multimodal Process Alignment.
CoRR
Yantao Li, Qiang Hui, Chenyang Yan, Kanzhi Cheng, Fang Zhao, Chao Tan, Huanling Gao, Jianbing Zhang, Kai Wang, Xinyu Dai, Shiguo Lian
2026 J jnl
Unsupervised deep hashing based on multi-scale aggregation and optimal transport matching for image retrieval.
Neurocomputing
Lei Ma, Hao Pei, Lei Wang, Ying Zhu, Yu Shi, Hanyu Hong, Xinyu Dai, Fanman Meng, Qingbo Wu
2026 J jnl
WebNavigator: Global Web Navigation via Interaction Graph Retrieval.
CoRR
Xuanwang Zhang, Yuteng Han, Jinnan Qi, Mulong Xie, Zhen Wu, Xinyu Dai
2025 J jnl
ANP-G: A 28-nm 1.04-pJ/SOP Sub-mm² Asynchronous Hybrid Neural Network Olfactory Processor Enabling Few-Shot Class-Incremental On-Chip Learning.
IEEE J. Solid State Circuits
Dexuan Huo, Jilin Zhang, Xinyu Dai, Jian Zhang, Chunqi Qian, Kea-Tiong Tang, Hong Chen
2025 — conf
Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment.
ACL (Findings)
Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai
2025 — conf
Bridging Questions and Charts: A Weakly Supervised Alignment Model for Chart Question Answering.
NLPCC (3)
Jiangzhou Ju, Yunlin Mao, Zhen Wu, Robert Ridley, Jiajun Chen, Xinyu Dai
2025 J jnl
Counterfactual Language Reasoning for Explainable Recommendation Systems.
CoRR
Guanrong Li, Haolin Yang, Xinyu Liu, Zhen Wu, Xinyu Dai
2025 J jnl
Deep neural networks for knowledge-enhanced molecular modeling.
Neurocomputing
Siyu Long, Jianyu Wu, Yi Zhou, Fan Sha, Xinyu Dai
2025 J jnl
Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation.
CoRR
Guanrong Li, Kuo Tian, Jinnan Qi, Qinghan Fu, Zhen Wu, Xinyu Dai
2025 J jnl
Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards.
CoRR
Shangyu Xing, Siyuan Wang, Chenyuan Yang, Xinyu Dai, Xiang Ren
2025 — conf
Multi-candidate Speculative Decoding.
NLPCC (1)
Sen Yang, Shujian Huang, Xinyu Dai, Jiajun Chen
2025 J jnl
Persona-Aware Alignment Framework for Personalized Dialogue Generation.
CoRR
Guanrong Li, Xinyu Liu, Zhen Wu, Xinyu Dai
2025 J jnl
Persona-Aware Alignment Framework for Personalized Dialogue Generation.
Trans. Assoc. Comput. Linguistics
Guanrong Li, Xinyu Liu, Zhen Wu, Xinyu Dai
2025 J jnl
PersuasiveToM: A Benchmark for Evaluating Machine Theory of Mind in Persuasive Dialogues.
CoRR
Fangxu Yu, Lai Jiang, Shenyi Huang, Zhen Wu, Xinyu Dai
2025 — conf
RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios.
EMNLP (Findings)
Fei Zhao, Chengqiang Lu, Yufan Shen, Qimeng Wang, Yicheng Qian, Haoxin Zhang, Yan Gao, Wu Yi, Yao Hu, Zhen Wu, Shangyu Xing, Xinyu Dai
2025 J jnl
RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios.
CoRR
Fei Zhao, Chengqiang Lu, Yufan Shen, Qimeng Wang, Yicheng Qian, Haoxin Zhang, Yan Gao, Yi Wu, Yao Hu, Zhen Wu, Shangyu Xing, Xinyu Dai
2025 J jnl
Rethinking Relation Extraction: Beyond Shortcuts to Generalization with a Debiased Benchmark.
CoRR
Liang He, Yougang Chu, Zhen Wu, Jianbing Zhang, Xinyu Dai, Jiajun Chen
2025 J jnl
TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them.
CoRR
Yidong Wang, Yunze Song, Tingyuan Zhu, Xuanwang Zhang, Zhuohao Yu, Hao Chen, Chiyu Song, Qiufeng Wang, Cunxiang Wang, Zhen Wu, Xinyu Dai, Yue Zhang, Wei Ye, Shikun Zhang
2024 — conf
A Two-Agent Game for Zero-shot Relation Triplet Extraction.
ACL (Findings)
Ting Xu, Haiqin Yang, Fei Zhao, Zhen Wu, Xinyu Dai
2024 J jnl
AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability.
CoRR
Fei Zhao, Taotian Pang, Chunhui Li, Zhen Wu, Junjie Guo, Shangyu Xing, Xinyu Dai
2024 A* conf
AutoSurvey: Large Language Models Can Automatically Write Surveys.
NeurIPS
Yidong Wang, Qi Guo, Wenjin Yao, Hongbo Zhang, Xin Zhang, Zhen Wu, Meishan Zhang, Xinyu Dai, Min Zhang, Qingsong Wen, Wei Ye, Shikun Zhang, Yue Zhang
2024 J jnl
AutoSurvey: Large Language Models Can Automatically Write Surveys.
CoRR
Yidong Wang, Qi Guo, Wenjin Yao, Hongbo Zhang, Xin Zhang, Zhen Wu, Meishan Zhang, Xinyu Dai, Min Zhang, Qingsong Wen, Wei Ye, Shikun Zhang, Yue Zhang
2024 J jnl
DAPNet: multi-view graph contrastive network incorporating disease clinical and molecular associations for disease progression prediction.
BMC Medical Informatics Decis. Mak.
Haoyu Tian, Xiong He, Kuo Yang, Xinyu Dai, Yiming Liu, Fengjin Zhang, Zixin Shu, Qiguang Zheng, Shihua Wang, Jianan Xia, Tiancai Wen, Baoyan Liu, Jian Yu, Xuezhong Zhou
2024 — conf
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering.
LREC/COLING
Yuan Gao, Yiheng Zhu, Yuanbin Cao, Yinzhi Zhou, Zhen Wu, Yujie Chen, Shenglan Wu, Haoyuan Hu, Xinyu Dai
2024 J jnl
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering.
CoRR
Yuan Gao, Yiheng Zhu, Yuanbin Cao, Yinzhi Zhou, Zhen Wu, Yujie Chen, Shenglan Wu, Haoyuan Hu, Xinyu Dai
2024 A* conf
EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models.
EMNLP
Shangyu Xing, Fei Zhao, Zhen Wu, Tuo An, Weihao Chen, Chunhui Li, Jianbing Zhang, Xinyu Dai
2024 J jnl
EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models.
CoRR
Shangyu Xing, Fei Zhao, Zhen Wu, Tuo An, Weihao Chen, Chunhui Li, Jianbing Zhang, Xinyu Dai
2024 A* conf
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling.
ICML
Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou
2024 — conf
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation.
NAACL-HLT (Findings)
Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai
2024 J jnl
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation.
CoRR
Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai
2024 J jnl
Extroversion or Introversion? Controlling The Personality of Your Large Language Models.
CoRR
Yanquan Chen, Zhen Wu, Junjie Guo, Shujian Huang, Xinyu Dai
2024 A* conf
Focus & Gating: A Multimodal Approach for Unveiling Relations in Noisy Social Media.
ACM Multimedia
Liang He, Hongke Wang, Zhen Wu, Jianbing Zhang, Xinyu Dai, Jiajun Chen
2024 J jnl
GePBench: Evaluating Fundamental Geometric Perception for Multimodal Large Language Models.
CoRR
Shangyu Xing, Changhao Xiang, Yuteng Han, Yifan Yue, Zhen Wu, Xinyu Liu, Zhangtai Wu, Fei Zhao, Xinyu Dai
2024 J jnl
Knowledge-aware Dual-side Attribute-enhanced Recommendation.
CoRR
Taotian Pang, Xingyu Lou, Fei Zhao, Zhen Wu, Kuiyao Dong, Qiuying Peng, Yue Qi, Xinyu Dai
2024 A* conf
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective.
ICML
Junwei Yang, Kangjie Zheng, Siyu Long, Zaiqing Nie, Ming Zhang, Xinyu Dai, Wei-Ying Ma, Hao Zhou
2024 J jnl
Multi-Candidate Speculative Decoding.
CoRR
Sen Yang, Shujian Huang, Xinyu Dai, Jiajun Chen
2024 J jnl
Multi-Scale Protein Language Model for Unified Molecular Modeling.
CoRR
Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou
2024 — conf
MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations.
ACL (Findings)
Chunhui Li, Yifan Wang, Zhen Wu, Zhen Yu, Fei Zhao, Shujian Huang, Xinyu Dai
2024 A* conf
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment.
EMNLP
Jiahuan Li, Shujian Huang, Aarron Ching, Xinyu Dai, Jiajun Chen
2024 J jnl
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment.
CoRR
Jiahuan Li, Shujian Huang, Xinyu Dai, Jiajun Chen
2024 — conf
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation.
EMNLP (System Demonstrations)
Xuanwang Zhang, Yunze Song, Yidong Wang, Shuyun Tang, Xinfeng Li, Zhengran Zeng, Zhen Wu, Wei Ye, Wenyuan Xu, Yue Zhang, Xinyu Dai, Shikun Zhang, Qingsong Wen
2024 J jnl
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation.
CoRR
Xuanwang Zhang, Yunze Song, Yidong Wang, Shuyun Tang, Xinfeng Li, Zhengran Zeng, Zhen Wu, Wei Ye, Wenyuan Xu, Yue Zhang, Xinyu Dai, Shikun Zhang, Qingsong Wen
2024 J jnl
Research on modeling in operator mental workload based on VACP method.
Qual. Reliab. Eng. Int.
Yuxin Zhang, Hanguan Wen, Xinyu Dai, Jieheng Liang, Zhihui Xu, Ke Xue, Ming Yang
2024 J jnl
The Devil is in the Few Shots: Iterative Visual Knowledge Completion for Few-shot Learning.
CoRR
Yaohui Li, Qifeng Zhou, Haoxing Chen, Jianbing Zhang, Xinyu Dai, Hao Zhou
2023 J jnl
A Bio-Inspired Spiking Neural Network with Few-Shot Class-Incremental Learning for Gas Recognition.
Sensors
Dexuan Huo, Jilin Zhang, Xinyu Dai, Pingping Zhang, Shumin Zhang, Xiao Yang, Jiachuang Wang, Mengwei Liu, Xuhui Sun, Hong Chen
2023 — conf
A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis.
EMNLP (Findings)
Nan Song, Hongjie Cai, Rui Xia, Jianfei Yu, Zhen Wu, Xinyu Dai
2023 J jnl
ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora.
CoRR
Kanzhi Cheng, Zheng Ma, Shi Zong, Jianbing Zhang, Xinyu Dai, Jiajun Chen
2023 — conf
ANP-G: A 28nm 1.04pJ/SOP Sub-mm2 Spiking and Back-propagation Hybrid Neural Network Asynchronous Olfactory Processor Enabling Few-shot Class-incremental On-chip Learning.
VLSI Technology and Circuits
Dexuan Huo, Jilin Zhang, Xinyu Dai, Jian Zhang, Chunqi Qian, Kea-Tiong Tang, Hong Chen
2023 A* conf
Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain.
EMNLP
Robert Ridley, Zhen Wu, Jianbing Zhang, Shujian Huang, Xinyu Dai
2023 Misc conf
An Empirical Study and Improvement for Speech Emotion Recognition.
ICASSP
Zhen Wu, Yizhe Lu, Xinyu Dai
2023 J jnl
An Empirical Study and Improvement for Speech Emotion Recognition.
CoRR
Zhen Wu, Yizhe Lu, Xinyu Dai
2023 J jnl
BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction.
CoRR
Nantao Zheng, Siyu Long, Xinyu Dai
2023 A* conf
DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking.
ACM Multimedia
Shangyu Xing, Fei Zhao, Zhen Wu, Chunhui Li, Jianbing Zhang, Xinyu Dai
2023 J jnl
DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking.
CoRR
Shangyu Xing, Fei Zhao, Zhen Wu, Chunhui Li, Jianbing Zhang, Xinyu Dai
2023 — conf
Debias NLU Datasets via Training-free Perturbations.
EMNLP (Findings)
Qi Guo, Yuanhang Tang, Yawen Ouyang, Zhen Wu, Xinyu Dai
2023 J jnl
Dynamic Demonstrations Controller for In-Context Learning.
CoRR
Fei Zhao, Taotian Pang, Zhen Wu, Zheng Ma, Shujian Huang, Xinyu Dai
2023 — conf
Episode-Based Prompt Learning for Any-Shot Intent Detection.
NLPCC (1)
Pengfei Sun, Dingjie Song, Yawen Ouyang, Zhen Wu, Xinyu Dai
2023 J jnl
FOAL: Fine-grained Contrastive Learning for Cross-domain Aspect Sentiment Triplet Extraction.
CoRR
Ting Xu, Zhen Wu, Huiyun Yang, Xinyu Dai
2023 — conf
IDOS: A Unified Debiasing Method via Word Shuffling.
NLPCC (2)
Yuanhang Tang, Yawen Ouyang, Zhen Wu, Baohua Zhang, Jiaying Zhang, Xinyu Dai
2023 — conf
Local Interpretation of Transformer Based on Linear Decomposition.
ACL (1)
Sen Yang, Shujian Huang, Wei Zou, Jianbing Zhang, Xinyu Dai, Jiajun Chen
2023 A* conf
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis.
EMNLP
Fei Zhao, Chunhui Li, Zhen Wu, Yawen Ouyang, Jianbing Zhang, Xinyu Dai
2023 J jnl
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis.
CoRR
Fei Zhao, Chunhui Li, Zhen Wu, Yawen Ouyang, Jianbing Zhang, Xinyu Dai
2023 A* conf
MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation.
ACM Multimedia
Liang He, Hongke Wang, Yongchang Cao, Zhen Wu, Jianbing Zhang, Xinyu Dai
2023 J jnl
MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation.
CoRR
Liang He, Hongke Wang, Yongchang Cao, Zhen Wu, Jianbing Zhang, Xinyu Dai
2023 B conf
Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model.
IJCNN
Yongchang Cao, Liang He, Zhen Wu, Xinyu Dai
2023 J jnl
Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model.
CoRR
Yongchang Cao, Liang He, Zhen Wu, Xinyu Dai
2023 — conf
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction.
ACL (Findings)
Ting Xu, Huiyun Yang, Zhen Wu, Jiaze Chen, Fei Zhao, Xinyu Dai
2023 J jnl
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction.
CoRR
Ting Xu, Huiyun Yang, Zhen Wu, Jiaze Chen, Fei Zhao, Xinyu Dai
2023 — conf
On Prefix-tuning for Lightweight Out-of-distribution Detection.
ACL (1)
Yawen Ouyang, Yongchang Cao, Yuan Gao, Zhen Wu, Jianbing Zhang, Xinyu Dai
2023 J jnl
Towards Better Chain-of-Thought Prompting Strategies: A Survey.
CoRR
Zihan Yu, Liang He, Zhen Wu, Xinyu Dai, Jiajun Chen
2022 — conf
ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora.
NLPCC (1)
Kanzhi Cheng, Zheng Ma, Shi Zong, Jianbing Zhang, Xinyu Dai, Jiajun Chen
2022 B conf
Alleviating the Inequality of Attention Heads for Neural Machine Translation.
COLING
Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen
2022 — conf
Analyzing the Intensity of Complaints on Social Media.
NAACL-HLT (Findings)
Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 J jnl
Analyzing the Intensity of Complaints on Social Media.
CoRR
Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 — conf
Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification.
ACL (2)
Xi'ao Su, Ran Wang, Xinyu Dai
2022 J jnl
Differentiable Fuzzy ALC: A Neural-Symbolic Representation Language for Symbol Grounding.
CoRR
Xuan Wu, Xinhao Zhu, Yizheng Zhao, Xinyu Dai
2022 — conf
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection.
EMNLP (Findings)
Fei Zhao, Yuchen Shen, Zhen Wu, Xinyu Dai
2022 J jnl
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection.
CoRR
Fei Zhao, Yuchen Shen, Zhen Wu, Xinyu Dai
2022 B conf
Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification.
COLING
Fei Zhao, Zhen Wu, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 A* conf
Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER.
ACM Multimedia
Fei Zhao, Chunhui Li, Zhen Wu, Shangyu Xing, Xinyu Dai
2022 J jnl
Pairwise tagging framework for end-to-end emotion-cause pair extraction.
Frontiers Comput. Sci.
Zhen Wu, Xinyu Dai, Rui Xia
2022 — conf
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective.
EMNLP (Findings)
Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
2022 J jnl
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective.
CoRR
Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
2022 A* conf
Structure-Unified M-Tree Coding Solver for Math Word Problem.
EMNLP
Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 J jnl
Structure-Unified M-Tree Coding Solver for MathWord Problem.
CoRR
Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 J jnl
The detection of distributional discrepancy for language GANs.
Connect. Sci.
Xingyuan Chen, Peng Jin, Ping Cai, Hongjun Wang, Xinyu Dai, Jiajun Chen
2022 B conf
Towards Multi-label Unknown Intent Detection.
COLING
Yawen Ouyang, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 A* conf
Zero-Shot 3D Drug Design by Sketching and Generating.
NeurIPS
Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou
2022 J jnl
Zero-Shot 3D Drug Design by Sketching and Generating.
CoRR
Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou
2022 — conf
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
ACL (1)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
2022 J jnl
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
CoRR
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
2021 — conf
A Portable Pressure and Force Line Trajectory Measuring System for Unicondylar Knee Arthroplasty
EMBC
Xinyu Dai, Zhecheng Yang, Zhihua Wang, Baojun Mai, Binjie Zhu, Hong Chen
2021 J jnl
A novel reasoning mechanism for multi-label text classification.
Inf. Process. Manag.
Ran Wang, Robert Ridley, Xi'ao Su, Weiguang Qu, Xinyu Dai
2021 J jnl
Adversarial subsequences for unconditional text generation.
Comput. Speech Lang.
Xingyuan Chen, Peng Jin, Yanzhe Li, Jiuhua Zhang, Xinyu Dai, Jiajun Chen
2021 A* conf
Dual Side Deep Context-aware Modulation for Social Recommendation.
WWW
Bairan Fu, Wenming Zhang, Guangneng Hu, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 J jnl
Dual Side Deep Context-aware Modulation for Social Recommendation.
CoRR
Bairan Fu, Wenming Zhang, Guangneng Hu, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 — conf
Energy-based Unknown Intent Detection with Data Manipulation.
ACL/IJCNLP (Findings)
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 J jnl
Energy-based Unknown Intent Detection with Data Manipulation.
CoRR
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 — conf
Event Detection as Graph Parsing.
ACL/IJCNLP (Findings)
Jianye Xie, Haotong Sun, Junsheng Zhou, Weiguang Qu, Xinyu Dai
2021 A* conf
Improving Neural Question Generation using Deep Linguistic Representation.
WWW
Wei Yuan, Tieke He, Xinyu Dai
2021 J jnl
Integrating heterogeneous thesauruses for Chinese synonyms.
Frontiers Comput. Sci.
Jianbing Zhang, Peng Wu, Yingjie Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
2021 A* conf
MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification.
IJCAI
Pengfei Sun, Yawen Ouyang, Wenming Zhang, Xinyu Dai
2021 — conf
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification.
EMNLP (1)
Ran Wang, Xi'ao Su, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 — conf
Non-Autoregressive Translation by Learning Target Categorical Codes.
NAACL-HLT
Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen
2021 J jnl
Non-Autoregressive Translation by Learning Target Categorical Codes.
CoRR
Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen
2021 — conf
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost.
NAACL-HLT
Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu
2021 J jnl
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost.
CoRR
Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu
2021 — conf
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation.
ACL/IJCNLP (2)
Jiahuan Li, Yutong Shen, Shujian Huang, Xinyu Dai, Jiajun Chen
2020 J jnl
A Discriminator Improves Unconditional Text Generation without Updating the Generator.
CoRR
Xingyuan Chen, Ping Cai, Peng Jin, Hongjun Wang, Xinyu Dai, Jiajun Chen
2020 A* conf
A Reinforced Generation of Adversarial Examples for Neural Machine Translation.
ACL
Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen
2020 J jnl
Alleviating the Inequality of Attention Heads for Neural Machine Translation.
CoRR
Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen
2020 B conf
Attention Transfer Network for Aspect-level Sentiment Classification.
COLING
Fei Zhao, Zhen Wu, Xinyu Dai
2020 J jnl
Attention Transfer Network for Aspect-level Sentiment Classification.
CoRR
Fei Zhao, Zhen Wu, Xinyu Dai
2020 J jnl
Boosting gene expression clustering with system-wide biological information: a robust autoencoder approach.
Int. J. Comput. Biol. Drug Des.
Hongzhu Cui, Chong Zhou, Xinyu Dai, Yuting Liang, Randy C. Paffenroth, Dmitry Korkin
2020 A* conf
Dialogue State Tracking with Explicit Slot Connection Modeling.
ACL
Yawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang, Jiajun Chen
2020 A conf
Enhance Prototypical Network with Text Descriptions for Few-shot Relation Classification.
CIKM
Kaijia Yang, Nantao Zheng, Xinyu Dai, Liang He, Shujian Huang, Jiajun Chen
2020 A* conf
Explicit Semantic Decomposition for Definition Generation.
ACL
Jiahuan Li, Yu Bao, Shujian Huang, Xinyu Dai, Jiajun Chen
2020 A* conf
Generating Diverse Translation by Manipulating Multi-Head Attention.
AAAI
Zewei Sun, Shujian Huang, Hao-Ran Wei, Xinyu Dai, Jiajun Chen
2020 J jnl
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction.
CoRR
Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia
2020 — conf
Grid Tagging Scheme for End-to-End Fine-grained Opinion Extraction.
EMNLP (Findings)
Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia
2020 — conf
MSGE: A Multi-step Gated Model for Knowledge Graph Completion.
PAKDD (1)
Chunyang Tan, Kaijia Yang, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 — conf
Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification.
NLPCC (1)
Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 J jnl
Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification.
CoRR
Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 J jnl
Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring.
CoRR
Robert Ridley, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 J jnl
R3: A Reading Comprehension Benchmark Requiring Reasoning Processes.
CoRR
Ran Wang, Kun Tao, Dingjie Song, Zhilong Zhang, Xiao Ma, Xi'ao Su, Xinyu Dai
2020 B conf
Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension.
COLING
Siyu Long, Ran Wang, Kun Tao, Jiali Zeng, Xinyu Dai
2020 — conf
Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis.
NLPCC (2)
Zhen Wu, Chengcan Ying, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 J jnl
Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis.
CoRR
Zhen Wu, Chengcan Ying, Xinyu Dai, Shujian Huang, Jiajun Chen
2019 J jnl
A Reinforced Generation of Adversarial Samples for Neural Machine Translation.
CoRR
Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen
2019 J jnl
Adversarial Sub-sequence for Text Generation.
CoRR
Xingyuan Chen, Yanzhe Li, Peng Jin, Jiuhua Zhang, Xinyu Dai, Jiajun Chen, Gang Song
2019 — conf
Exploiting Noisy Data in Distant Supervision Relation Classification.
NAACL-HLT (1)
Kaijia Yang, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen
2019 J jnl
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation.
CoRR
Huiyun Yang, Shujian Huang, Xinyu Dai, Jiajun Chen
2019 J jnl
Generating Sentences from Disentangled Syntactic and Semantic Spaces.
CoRR
Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen
2019 — conf
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level.
EMNLP/IJCNLP (1)
Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu
2019 J jnl
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level.
CoRR
Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu
2019 — conf
MSNE: A Novel Markov Chain Sampling Strategy for Network Embedding.
PAKDD (3)
Ran Wang, Yang Song, Xinyu Dai
2019 — conf
PCANE: Preserving Context Attributes for Network Embedding.
PAKDD (3)
Danhao Zhu, Xinyu Dai, Kaijia Yang, Jiajun Chen, Yong He
2018 J jnl
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback.
ACM Trans. Knowl. Discov. Data
Guang-Neng Hu, Xinyu Dai, Feng-Yu Qiu, Rui Xia, Tao Li, Shujian Huang, Jiajun Chen
2018 — conf
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention.
NAACL-HLT
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen
2018 J jnl
Modeling Past and Future for Neural Machine Translation.
Trans. Assoc. Comput. Linguistics
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu
2018 — conf
Towards Answering Geography Questions in Gaokao: A Hybrid Approach.
CCKS
Zhiwei Zhang, Lingling Zhang, Hao Zhang, Weizhuo He, Zequn Sun, Gong Cheng, Qizhi Liu, Xinyu Dai, Yuzhong Qu
2017 J jnl
A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing.
J. Artif. Intell. Res.
Hao Zhou, Yue Zhang, Chuan Cheng, Shujian Huang, Xinyu Dai, Jiajun Chen
2017 A* conf
AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles.
IJCAI
Jianbing Zhang, Yixin Sun, Shujian Huang, Cam-Tu Nguyen, Xiaoliang Wang, Xinyu Dai, Jiajun Chen, Yang Yu
2017 J jnl
Accelerating gravitational microlensing simulations using the Xeon Phi coprocessor.
Astron. Comput.
Bin Chen, Ronald Kantowski, Xinyu Dai, Eddie Baron, Paul van der Mark
2017 J jnl
Accelerating gravitational microlensing simulations using the Xeon Phi coprocessor.
CoRR
Bin Chen, Ronald Kantowski, Xinyu Dai, Eddie Baron, Paul van der Mark
2017 A* conf
Deep Matrix Factorization Models for Recommender Systems.
IJCAI
Hong-Jian Xue, Xinyu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen
2017 — conf
Integrating Reviews into Personalized Ranking for Cold Start Recommendation.
PAKDD (2)
Guang-Neng Hu, Xinyu Dai
2017 J jnl
Modeling Past and Future for Neural Machine Translation.
CoRR
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu
2017 J jnl
Neural Machine Translation with Word Predictions.
CoRR
Rongxiang Weng, Shujian Huang, Zaixiang Zheng, Xinyu Dai, Jiajun Chen
2017 J jnl
PQAC-WN: constructing a wordnet for Pre-Qin ancient Chinese.
Lang. Resour. Evaluation
Yingjie Zhang, Bin Li, Xinyu Dai, Shujian Huang, Jiajun Chen
2017 J jnl
Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation.
CoRR
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen
2016 — conf
A Search-Based Dynamic Reranking Model for Dependency Parsing.
ACL (1)
Hao Zhou, Yue Zhang, Shujian Huang, Junsheng Zhou, Xinyu Dai, Jiajun Chen
2016 J jnl
Enhancing Shift-Reduce Constituent Parsing with Action N-Gram Model.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Hao Zhou, Shujian Huang, Junsheng Zhou, Yue Zhang, Huadong Chen, Xinyu Dai, Chuan Cheng, Jiajun Chen
2016 B conf
Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing.
LREC
Hao Zhou, Yue Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
2016 — conf
PRIMT: A Pick-Revise Framework for Interactive Machine Translation.
HLT-NAACL
Shanbo Cheng, Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen
2016 B conf
Tagging Chinese microblogger via sparse feature selection.
IJCNN
Di Shang, Xinyu Dai, Shujian Huang, Yi Li, Jiajun Chen
2015 — conf
Academic Paper Recommendation Based on Heterogeneous Graph.
CCL
Linlin Pan, Xinyu Dai, Shujian Huang, Jiajun Chen
2015 — conf
Non-linear Learning for Statistical Machine Translation.
ACL (1)
Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen
2015 J jnl
Non-linear Learning for Statistical Machine Translation.
CoRR
Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen
2015 — conf
Resolving Coordinate Structures for Chinese Constituent Parsing.
NLPCC
Yichu Zhou, Shujian Huang, Xinyu Dai, Jiajun Chen
2015 — conf
Sentiment Classification with Graph Sparsity Regularization.
CICLing (2)
Xinyu Dai, Chuan Cheng, Shujian Huang, Jiajun Chen
2015 — conf
Topic2Vec: Learning distributed representations of topics.
IALP
Liqiang Niu, Xinyu Dai, Jianbing Zhang, Jiajun Chen
2015 J jnl
无纸化传单系统的设计与实现 (Design and Implementation of Paperless Handbill System).
计算机科学
Shiyuan Hao, Xinyu Dai, Qingchun Hu, Yanhui Qiao
2014 — conf
Learning word embeddings from dependency relations.
IALP
Yinggong Zhao, Shujian Huang, Xinyu Dai, Jianbing Zhang, Jiajun Chen
2013 — conf
Forgetting Word Segmentation in Chinese Text Classification with
PAKDD (2)
Qiang Fu, Xinyu Dai, Shujian Huang, Jiajun Chen
2012 — conf
Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches.
CIPS-SIGHAN
Ning Xi, Bin Li, Guangchao Tang, Shujian Huang, Yinggong Zhao, Hao Zhou, Xinyu Dai, Jiajun Chen
2012 — conf
Enhancing Statistical Machine Translation with Character Alignment.
ACL (2)
Ning Xi, Guangchao Tang, Xinyu Dai, Shujian Huang, Jiajun Chen
2012 — conf
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012.
SemEval@NAACL-HLT
Yingjie Zhang, Bin Li, Xinyu Dai, Jiajun Chen
2012 — conf
NJU-Parser: Achievements on Semantic Dependency Parsing.
SemEval@NAACL-HLT
Guangchao Tang, Bin Li, Shuaishuai Xu, Xinyu Dai, Jiajun Chen
2012 B conf
Opinion Target Extraction for Short Comments.
PRICAI
Lin Shang, Haipeng Wang, Xinyu Dai, Mengjie Zhang
2011 J jnl
Incremental Versus Non-incremental: Data and Algorithms Based on Ordering Relations.
Int. J. Comput. Intell. Syst.
Xiuyi Jia, Lin Shang, Jiajun Chen, Xinyu Dai
2011 — conf
SBA-term: Sparse Bilingual Association for Terms.
ICSC
Xinyu Dai, Jinzhu Jia, Laurent El Ghaoui, Bin Yu
2011 J jnl
Transfer Learning via Multi-View Principal Component Analysis.
J. Comput. Sci. Technol.
Yangsheng Ji, Jiajun Chen, Gang Niu, Lin Shang, Xinyu Dai
2010 C conf
Chinese Event Descriptive Clause Splitting with Structured SVMs.
CICLing
Junsheng Zhou, Yabing Zhang, Xinyu Dai, Jiajun Chen
2010 B conf
Improving Word Alignment by Semi-Supervised Ensemble.
CoNLL
Shujian Huang, Kangxi Li, Xinyu Dai, Jiajun Chen
2009 — conf
An Incremental Rule Induction Algorithm Based on Ordering Relations.
RSKT
Xiuyi Jia, Lin Shang, Jiajun Chen, Xinyu Dai
2009 — conf
Finding Appropriate Turning Point for Text Sentiment Polarity.
ICONIP (2)
Haipeng Wang, Lin Shang, Xinyu Dai, Cunyan Yin
2009 — conf
Segmenting Long Sentence Pairs for Statistical Machine Translation.
IALP
Biping Meng, Shujian Huang, Xinyu Dai, Jiajun Chen
2008 — conf
Apply a Rough Set-Based Classifier to Dependency Parsing.
RSKT
Yangsheng Ji, Lin Shang, Xinyu Dai, Ruoce Ma
2008 Misc conf
Incorporating Latent Semantic Indexing into Spectral Graph Transducer for Text Classification.
FLAIRS
Xinyu Dai, Baoming Tian, Junsheng Zhou, Jiajun Chen
2006 — conf
Chinese Named Entity Recognition with a Multi-Phase Model.
SIGHAN@COLING/ACL
Junsheng Zhou, Liang He, Xinyu Dai, Jiajun Chen