Xipeng Qiu

Research interests

Publications

• The rise and potential of large language model based agents: a survey

  Science China Information Sciences · 2025 · https://doi.org/10.1007/s11432-024-4222-0

• SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities

  · 2023 · 10.18653/v1/2023.findings-emnlp.1055

• The Rise and Potential of Large Language Model Based Agents: A Survey

  arXiv (Cornell University) · 2023 · 10.48550/arxiv.2309.07864

• A survey of transformers

  AI Open · 2022 · 10.1016/j.aiopen.2022.10.001

• A Unified Generative Framework for Aspect-based Sentiment Analysis

  · 2021 · 10.18653/v1/2021.acl-long.188

• A Unified Generative Framework for Various NER Subtasks

  · 2021 · 10.18653/v1/2021.acl-long.451

• Pre-trained models: Past, present and future

  AI Open · 2021 · https://doi.org/10.1016/j.aiopen.2021.08.002

• BERT-ATTACK: Adversarial Attack Against BERT Using BERT

  · 2020 · 10.18653/v1/2020.emnlp-main.500

• FLAT: Chinese NER Using Flat-Lattice Transformer

  · 2020 · 10.18653/v1/2020.acl-main.611

• Extractive Summarization as Text Matching

  · 2020 · 10.18653/v1/2020.acl-main.552

• Pre-trained models for natural language processing: A survey

  Science China Technological Sciences · 2020 · https://doi.org/10.1007/s11431-020-1647-3

• Heterogeneous Graph Neural Networks for Extractive Document Summarization

  · 2020 · 10.18653/v1/2020.acl-main.553

• TENER: Adapting Transformer Encoder for Named Entity Recognition

  arXiv (Cornell University) · 2019 · 10.48550/arxiv.1911.04474

• Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation

  · 2019 · 10.18653/v1/p19-1601

• Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence

  arXiv (Cornell University) · 2019 · 10.48550/arxiv.1903.09588

• How to Fine-Tune BERT for Text Classification?

  Lecture notes in computer science · 2019 · https://doi.org/10.1007/978-3-030-32381-3_16

• Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence

  · 2019 · 10.18653/v1/n19-1035

• GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge

  · 2019 · 10.18653/v1/d19-1355

• Reinforced Mnemonic Reader for Machine Reading Comprehension

  · 2018 · 10.24963/ijcai.2018/570

• Adversarial Multi-task Learning for Text Classification

  · 2017 · 10.18653/v1/p17-1001

• Recurrent Neural Network for Text Classification with Multi-Task Learning

  arXiv (Cornell University) · 2016 · https://doi.org/10.48550/arxiv.1605.05101

• Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification

  · 2016 · 10.18653/v1/d16-1172

• Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents

  · 2015 · 10.18653/v1/d15-1280

• Long Short-Term Memory Neural Networks for Chinese Word Segmentation

  · 2015 · 10.18653/v1/d15-1141

• Convolutional neural tensor network architecture for community-based question answering

  International Conference on Artificial Intelligence · 2015

Current projects

No projects listed.