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Text Classification

6,754 papers

Papers per year

Papers

Multilingual Fine-Grained News Headline Hallucination Detection EMNLP 2024
MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models EMNLP 2024
Can Language Models Recognize Convincing Arguments? EMNLP 2024
Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed Counterfactuals EMNLP 2024
Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024
How Entangled is Factuality and Deception in German? EMNLP 2024
Do *they* mean ‘us’? Interpreting Referring Expression variation under Intergroup Bias EMNLP 2024
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis EMNLP 2024
CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024
MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024
Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024
Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probing EMNLP 2024
SAFARI: Cross-lingual Bias and Factuality Detection in News Media and News Articles EMNLP 2024
Distance-aware Calibration for Pre-trained Language Models EMNLP 2024
Robust Text Classification: Analyzing Prototype-Based Networks EMNLP 2024
All You Need is Attention: Lightweight Attention-based Data Augmentation for Text Classification EMNLP 2024
Tab2Text - A framework for deep learning with tabular data EMNLP 2024
The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI EMNLP 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024
Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems EMNLP 2024
Persuasiveness of Generated Free-Text Rationales in Subjective Decisions: A Case Study on Pairwise Argument Ranking EMNLP 2024
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024
Large Language Models for Propaganda Span Annotation EMNLP 2024
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study EMNLP 2024