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Text Classification

6,754 papers

Papers per year

Papers

Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. ACL 2024
Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics ACL 2024
EnClaim: A Style Augmented Transformer Architecture for Environmental Claim Detection ACL 2024
Large Scale Narrative Messaging around Climate Change: A Cross-Cultural Comparison ACL 2024
Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals ACL 2024
An Explainable Approach to Understanding Gender Stereotype Text ACL 2024
Disagreeable, Slovenly, Honest and Un-named Women? Investigating Gender Bias in English Educational Resources by Extending Existing Gender Bias Taxonomies ACL 2024
Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media ACL 2024
Towards Context-aware Normalization of Variant Characters in Classical Chinese Using Parallel Editions and BERT ACL 2024
Exploring intertextuality across the Homeric poems through language models ACL 2024
Protecting Privacy in Classifiers by Token Manipulation ACL 2024
Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models ACL 2024
Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024
Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers ACL 2024
CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models ACL 2024
DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024
Golden_Duck at #SMM4H 2024: A Transformer-based Approach to Social Media Text Classification ACL 2024
UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024
Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024
Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024
IMS_medicALY at #SMM4H 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling ACL 2024
1024m at SMM4H 2024: Tasks 3, 5 & 6 - Self Reported Health Text Classification through Ensembles ACL 2024