Natural Language Processing and Chinese Computing

Few-shot Event Detection.- Machine Learning for NLP.- A Frustratingly Easy Improvement for Position Embeddings via Random Padding.- IDOS: A Unified Debiasing Method via Word Shuffling.- FedEAE: Federated Learning Based Privacy-preserving Event Argument Extraction.- Event Contrastive Representation Learning Enhanced with Image Situational Information.- Promoting Open-domain Dialogue Generation through Learning Pattern Information between Contexts and Responses.- Neural News Recommendation with Interactive News Encoding and Mixed User Encoding.- Machine Translation and Multilinguality.- CD-BLI: Confidence-Based Dual Refinement for Unsupervised Bilingual Lexicon Induction.- A Novel POS-guided Data Augmentation Method for Sign Language Gloss Translation.- Faster and More Robust Low-Resource Nearest Neighbor Machine Translation.- Towards Effective Ancient Chinese Translation: Dataset, Model, and Evaluation.- Multimodality and Explainability.- Two-stage Adaptation for Cross-corpus Multimodal Emotion Recognition.- Knowledgeable Salient Span Mask for Enhancing Language Models as Knowledge Base.- A Text-Image Pair Is not Enough:Language-Vision Relation Inference with Auxiliary Modality Translation.- Enriching Semantic Features for Medical Report Generation.- Entity-related Unsupervised Pretraining with Visual Prompts for Multimodal Aspect-based Sentiment Analysis.- ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles.- DialogueSMM: Emotion Recognition in Conversation with Speaker-aware Multimodal Multi-head Attention.- QAE: A Hard-label Textual Attack Considering the Comprehensive Quality of Adversarial Examples.- IMTM: Invisible Multi-Trigger Multimodal Backdoor Attack.- NLP Applications and Text Mining.- Enhancing Similar Case Matching with Event-Context Detection in Legal Intelligence.- Unsupervised Clustering with Contrastive Learning for Rumor Tracking on Social Media.- EP-Transformer: Efficient Context Propagation for Long Document.- Cross and Self Attention based Graph Convolutional Network for Aspect-based Sentiment Analysis.- KESDT: Knowledge Enhanced Shallow and Deep Transformer for Detecting Adverse Drug Reactions.- CCAE: A Corpus of Chinese-based Asian Englishes.- Emotionally-Bridged Cross-Lingual Meta-Learning for Chinese Sexism Detection.- CCPC: A Hierarchical Chinese Corpus for Patronizing and Condescending Language Detection.- FGCS: A Fine-grained Scientific Information Extraction Dataset in Computer Science Domain.- Improving Event Representation for Script Event Prediction via Data Augmentation and Integration.- Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Cycle Self-Augmenting.- DAAL: Domain Adversarial Active Learning Based on Dual Features for Rumor Detection.- CCC: Chinese Commercial Contracts Dataset for Documents Layout Understanding.- Question Answering.- OnMKD: An Online Mutual Knowledge Distillation Framework for Passage Retrieval.- Unsupervised Clustering for Negative Sampling to Optimize Open-domain Question Answering Retrieval.- Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering.- Large Language Models.- RAC-BERT: Character Radical Enhanced BERT for Ancient Chinese.- Neural Knowledge Bank for Pretrained Transformers.- Summarization and Generation.- A Hybrid Summarization Method for Legal Judgment Documents based on Lawformer.- Enhancing Semantic Consistency in Linguistic Steganography via Denosing Auto-Encoder and Semantic-Constrained Huffman Coding.- Review Generation Combined with Feature and Instance-Based Domain Adaptation for Cross-Domain Aspect-Based Sentiment Analysis.- WikiIns: A High-Quality Dataset for Controlled Text Editing by Natural Language Instruction.- Medical Report Generation based on Segment-Enhanced Contrastive Representation Learning.- Enhancing MOBA Game Commentary Generation With Fine-Grained Prototype Retrieval.