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Sentence Classification
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks
Cyber-Attack Technique Classification Using Two-Stage Trained Large Language Models
Multi-label Sequential Sentence Classification via Large Language Model
Analyzing the Evolution of Graphs and Texts
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers
Constructing the CORD-19 Vaccine Dataset
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic Datasets
Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024
Multi-Granularity Guided Fusion-in-Decoder
Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning
Neural Architecture Search for Sentence Classification with BERT
Task-Agnostic Detector for Insertion-Based Backdoor Attacks
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese
Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening
SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification
Robustifying Language Models with Test-Time Adaptation
On the Dimensionality of Sentence Embeddings
Detecting Sexual Content at the Sentence Level in First Millennium Latin Texts
NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition
Resume Information Extraction via Post-OCR Text Processing
Signal Is Harder To Learn Than Bias: Debiasing with Focal Loss
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs
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