NLPExplorer

Xu Sun

Number of Papers:- 94

Number of Citations:- 139

First ACL Paper:- 2008

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EMNLP

Findings

FinNLP

LREC

ACL

EACL

IJCNLP

Co-Authors:-

Similar Authors:-

Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM FinNLP WS

TempCompass: Do Video LLMs Really Understand Videos? F i n d i n g s - A C L

LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation? NAACL

A Survey on In-context Learning EMNLP

Enhancing Byzantine-Resistant Aggregations with Client Embedding F i n d i n g s - E M N L P

Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features F i n d i n g s - E A C L

Sishuo Chen | Wenkai Yang | Xiaohan Bi | Xu Sun |

Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter F i n d i n g s - A C L

Delving into the Openness of CLIP F i n d i n g s - A C L

Can Language Models Understand Physical Concepts? EMNLP

TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding F i n d i n g s - E M N L P

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias F i n d i n g s - A C L

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP

MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning ACL

Hierarchical Inductive Transfer for Continual Dialogue Learning ACL Findings

Shaoxiong Feng | Xuancheng Ren | Kan Li | Xu Sun |

Position Offset Label Prediction for Grammatical Error Correction COLING

Xiuyu Wu | Jingsong Yu | Xu Sun | Yunfang Wu |

Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation F i n d i n g s - E M N L P

Zhiyuan Zhang | Qi Su | Xu Sun |

From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models F i n d i n g s - E M N L P

Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models F i n d i n g s - E M N L P

Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks F i n d i n g s - E M N L P

GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization EMNLP

Zhiyuan Zhang | Ruixuan Luo | Qi Su | Xu Sun |

Holistic Sentence Embeddings for Better Out-of-Distribution Detection F i n d i n g s - E M N L P

Sishuo Chen | Xiaohan Bi | Rundong Gao | Xu Sun |

Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models NAACL

Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects NAACL

A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models NAACL

Learning Relation Alignment for Calibrated Cross-modal Retrieval ACL IJCNLP

Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP

Rethinking Stealthiness of Backdoor Attack against NLP Models ACL IJCNLP

Dynamic Knowledge Distillation for Pre-trained Language Models EMNLP

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models EMNLP

Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification EMNLP

O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning Findings

Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP Findings

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade EMNLP Findings

Contrastive Attention for Automatic Chest X-ray Report Generation Findings

Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP Findings

Ruixuan Luo | Yi Zhang | Sishuo Chen | Xu Sun |

Rethinking Skip Connection with Layer Normalization COLING

Regularizing Dialogue Generation by Imitating Implicit Scenarios EMNLP

Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models EMNLP Findings

Incorporating Fine-grained Events in Stock Movement Prediction EMNLP WS

Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction EMNLP WS

Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations NAACL

Imitation Learning for Non-Autoregressive Neural Machine Translation ACL

Enhancing Topic-to-Essay Generation with External Commonsense Knowledge ACL

Towards Fine-grained Text Sentiment Transfer ACL

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation ACL

Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information ACL

MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction ACL

Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model ACL

A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer ACL

Chen Wu | Xuancheng Ren | Fuli Luo | Xu Sun |

A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL

Learning to Control the Fine-grained Sentiment for Story Ending Generation ACL

Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING

A Neural Question Answering Model Based on Semi-Structured Tables COLING

Deconvolution-Based Global Decoding for Neural Machine Translation COLING

SGM: Sequence Generation Model for Multi-label Classification COLING

simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions EMNLP

Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning EMNLP

An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation EMNLP

Learning Sentiment Memories for Sentiment Modification without Parallel Data EMNLP

Yi Zhang | Jingjing Xu | Pengcheng Yang | Xu Sun |

Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation EMNLP

Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation EMNLP

Jingjing Xu | Xuancheng Ren | Junyang Lin | Xu Sun |

A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation EMNLP

Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification EMNLP

Building an Ellipsis-aware Chinese Dependency Treebank for Web Text LREC

A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction LREC

Yi Zhang | Xu Sun |

Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation NAACL

Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text NAACL

Ji Wen | Xu Sun | Xuancheng Ren | Qi Su |

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL

Question Condensing Networks for Answer Selection in Community Question Answering ACL

Wei Wu | Xu Sun | Houfeng Wang |

Global Encoding for Abstractive Summarization ACL

Junyang Lin | Xu Sun | Shuming Ma | Qi Su |

Bag-of-Words as Target for Neural Machine Translation ACL

Shuming Ma | Xu Sun | Yizhong Wang | Junyang Lin |

Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL

Pengcheng Yang | Xu Sun | Wei Li | Shuming Ma |

Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL

Shuming Ma | Xu Sun | Junyang Lin | Houfeng Wang |

F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media EACL

Hangfeng He | Xu Sun |

Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure IJCNLP

Shen Huang | Xu Sun | Houfeng Wang |

Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification IJCNLP

Cascading Multiway Attentions for Document-level Sentiment Classification IJCNLP

Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ACL

Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features COLING

Xu Sun |

Knowledge-Based Semantic Embedding for Machine Translation ACL

Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation ACL

Jingjing Xu | Xu Sun |

Multi-label Text Categorization with Joint Learning Predictions-as-Features Method EMNLP

Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints EMNLP

Longkai Zhang | Li Li | Houfeng Wang | Xu Sun |

Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction EMNLP

Longkai Zhang | Houfeng Wang | Xu Sun |

Feature-Frequency–Adaptive On-line Training for Fast and Accurate Natural Language Processing CL

Xu Sun | Wenjie Li | Houfeng Wang | Qin Lu |

Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation EMNLP

Longkai Zhang | Houfeng Wang | Xu Sun | Mairgup Mansur |

Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search IJCNLP

Xu Sun | Wenjie Li | Fanqi Meng | Houfeng Wang |

Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection ACL

Xu Sun | Houfeng Wang | Wenjie Li |

A Large Scale Ranker-Based System for Search Query Spelling Correction COLING

Learning Phrase-Based Spelling Error Models from Clickthrough Data ACL

Xu Sun | Jianfeng Gao | Daniel Micol | Chris Quirk |

Sequential Labeling with Latent Variables: An Exact Inference Algorithm and its Efficient Approximation EACL

Xu Sun | Jun’ichi Tsujii |

A Discriminative Latent Variable Chinese Segmenter with Hybrid Word/Character Information NAACL

Robust Approach to Abbreviating Terms: A Discriminative Latent Variable Model with Global Information ACL IJCNLP

Xu Sun | Naoaki Okazaki | Jun’ichi Tsujii |

Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Improved Inference COLING