A Benchmark for Understanding Dialogue Safety in Mental Healt Support
Fundamentals of NLP
Span-based Pair-wise Aspect and Opinion Term Joint Extraction with Contrastive Learning
Annotation Quality Measurement in Multi-Label Annotations
Prompt-free Few-shot Learning with ELECTRA for Acceptability Judgment
Dual Hierarchical Contrastive Learning for Multi-level Implicit Discourse Relation Recognition
Towards Malay Abbreviation Disambiguation: Corpus and Unsupervised Model
Information Extraction and Knowledge Graph
Topic Tracking from Classification Perspective: New Chinese Dataset and Novel Temporal Correlation Enhanced Model
A Multi-granularity Similarity Enhanced Model for Implicit Event Argument Extraction
Multi-Perspective Feature Fusion for Event-Event Relation Extraction
Joint Cross-Domain and Cross-Lingual Adaptation for Chinese Opinion Element Extraction
A Relational Classification Network Integrating Multi-Scale Semantic Features
A Novel Semantic-Enhanced Time-Aware Model for Temporal Knowledge Graph Completion
Dual-Prompting Interaction with Entity Representation Enhancement for Event Argument Extraction
Collective Entity Linking With Joint Subgraphs
Coarse-to-Fine Entity Representations for Document-level Relation Extraction
Research on Named Entity Recognition Based on Bidirectional Pointer Network and Label Knowledge Enhancement
UKT: A Unified Knowledgeable Tuning Framework for Chinese Information Extraction
SSUIE 1.0: A Dataset for Chinese Space Science and Utilization Information Extraction
Extract then Adjust: A Two-Stage Approach for Automatic Term Extraction
UniER: A Unified and Efficient Entity-Relation Extraction Method with Single-Table Modeling
Multi-Task Biomedical Overlapping and Nested Information Extraction Model Based on Unified Framework
NTAM: A New Transition-based Attention Model for Nested Named Entity Recognition
Learning Well-separated and Representative Prototypes for 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.