Luo Si
- Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis
2019/11/05 by Haiyun Peng, Lu Xu, Peng, Haiyun +9 · 14 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
- On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation
2021/06/06 by Ruidan He, He, Ruidan, Linlin Liu +15 · 15 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
2021/06/15 by Ningyu Zhang, Zhang, Ningyu, Mosha Chen +43 · 12 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
2023/01/18 by Jinyang Li, Binyuan Hui, Li, Jinyang +17 · 15 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions
2022/08/29 by Bowen Qin, Binyuan Hui, Qin, Bowen +21 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- MReD: A Meta-Review Dataset for Structure-Controllable Text Generation
2021/10/14 by Chenhui Shen, Liying Cheng, Shen, Chenhui +9 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks
2022/03/23 by Liying Cheng, Lidong Bing, Cheng, Liying +9 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering Research #Topic Modeling
- RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction
2022/03/17 by Yew Ken Chia, Lidong Bing, Chia, Yew Ken +5 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks
2018/05/28 by Yabo Ni, Ni, Yabo, Dan Ou +11 · 6 citations
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
- GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection
2021/11/29 by Wanwei He, Yinpei Dai, He, Wanwei +21 · 6 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
- Document-level Relation Extraction as Semantic Segmentation
2021/06/07 by Ningyu Zhang, Zhang, Ningyu, Xiang Chen +15 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding
2019/08/13 by Wei Wang, Bin Bi, Wang, Wei +13 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER
2021/08/31 by Ran Zhou, Zhou, Ran, Xin Li +11 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
2022/05/29 by Xiang Chen, Chen, Xiang, Lei Li +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding
2022/06/27 by Chuwei Luo, Luo, Chuwei, Guozhi Tang +12 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing
2022/06/28 by Lihan Wang, Bowen Qin, Wang, Lihan +17 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing
2022/10/21 by Zefeng Cai, Cai, Zefeng, Xiangyu Li +19 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Ensemble Methods for Personalized E-Commerce Search Challenge at CIKM Cup 2016
2017/08/15 by Chen Wu, Ming Yan, Wu, Chen +3 · 2 citations
Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Web Data Mining and Analysis
- Achieving Human Parity on Visual Question Answering
2022/12/20 by Ming Yan, Haiyang Xu, Chenliang Li +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Robust Nonnegative Matrix Factorization via L1 Norm Regularization
2012/04/11 by Bin Shen, Shen, Bin, Luo Si +5 · 1 citation
Computer Science · Engineering · #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- Syntax-aware Neural Semantic Role Labeling
2019/07/22 by Qingrong Xia, Xia, Qingrong, Zhenghua Li +11 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation
2019/08/30 by Zhuoren Jiang, Jiang, Zhuoren, Zhe Gao +13 · 1 citation
Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Spam and Phishing Detection #Topic Modeling
- Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization
2019/11/01 by Yingchi Liu, Quanzhi Li, Liu, Yingchi +9 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Crime Patterns and Interventions #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Sexual Assault and Victimization Studies
- DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks
2020/11/03 by Bosheng Ding, Ding, Bosheng, Linlin Liu +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking
2021/06/01 by Yinpei Dai, Dai, Yinpei, Hangyu Li +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
- LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting
2021/08/31 by Xiang Chen, Lei Li, Chen, Xiang +15 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction
2022/05/07 by Xiang Chen, Ningyu Zhang, Chen, Xiang +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach
2022/11/18 by Yew Ken Chia, Chia, Yew Ken, Lidong Bing +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Estimating Soft Labels for Out-of-Domain Intent Detection
2022/11/10 by Hao Lang, Yinhe Zheng, Lang, Hao +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software Testing and Debugging Techniques #Speech and dialogue systems