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text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models UAI 2023
Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? CONLL 2023
Exploring Knowledge Composition for ESG Impact Type Determination AACL 2023
RaLEs: a Benchmark for Radiology Language Evaluations NIPS 2023
Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models NIPS 2023
LLMDet: A Third Party Large Language Models Generated Text Detection Tool EMNLP 2023
Generative Calibration for In-context Learning EMNLP 2023
Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection EMNLP 2023
Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023
Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels EMNLP 2023
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference EMNLP 2023
GDA: Grammar-based Data Augmentation for Text Classification using Slot Information EMNLP 2023
Effects of Human Adversarial and Affable Samples on BERT Generalization EMNLP 2023
Detecting Erroneously Recognized Handwritten Byzantine Text EMNLP 2023
SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token EMNLP 2023
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP 2023
Text Classification via Large Language Models EMNLP 2023
A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023
Identifying Conspiracy Theories News based on Event Relation Graph EMNLP 2023
Towards Detecting Contextual Real-Time Toxicity for In-Game Chat EMNLP 2023
C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities EMNLP 2023
Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification EMNLP 2023
Legally Enforceable Hate Speech Detection for Public Forums EMNLP 2023