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Text Classification

6,754 papers

Papers per year

Papers

Building Robust Content Scoring Models for Student Explanations of Social Justice Science Issues NAACL 2024
The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline NAACL 2024
Working Alliance Transformer for Psychotherapy Dialogue Classification NAACL 2024
Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024
Evaluating Lexicon Incorporation for Depression Symptom Estimation NAACL 2024
WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction NAACL 2024
Saama Technologies at EHRSQL 2024: SQL Generation through Classification Answer Selector by LLM NAACL 2024
Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024
Optimizing Multilingual Euphemism Detection using Low-Rank Adaption Within and Across Languages NAACL 2024
Cross-Lingual Metaphor Detection for Low-Resource Languages NAACL 2024
A Hard Nut to Crack: Idiom Detection with Conversational Large Language Models NAACL 2024
Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much NAACL 2024
Can Abstract Meaning Representation Facilitate Fair Legal Judgement Predictions? NAACL 2024
Detecting Perspective-Getting in Wikipedia Discussions NAACL 2024
Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels NAACL 2024
A First Step towards Measuring Interdisciplinary Engagement in Scientific Publications: A Case Study on NLP + CSS Research NAACL 2024
L3i++ at SemEval-2024 Task 8: Can Fine-tuned Large Language Model Detect Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text? NAACL 2024
Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification NAACL 2024
Genaios at SemEval-2024 Task 8: Detecting Machine-Generated Text by Mixing Language Model Probabilistic Features NAACL 2024
RGAT at SemEval-2024 Task 2: Biomedical Natural Language Inference using Graph Attention Network NAACL 2024
HalluSafe at SemEval-2024 Task 6: An NLI-based Approach to Make LLMs Safer by Better Detecting Hallucinations and Overgeneration Mistakes NAACL 2024
Mistral at SemEval-2024 Task 5: Mistral 7B for argument reasoning in Civil Procedure NAACL 2024
NCL-UoR at SemEval-2024 Task 8: Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection NAACL 2024
CLaC at SemEval-2024 Task 4: Decoding Persuasion in Memes – An Ensemble of Language Models with Paraphrase Augmentation NAACL 2024
BadRock at SemEval-2024 Task 8: DistilBERT to Detect Multigenerator, Multidomain and Multilingual Black-Box Machine-Generated Text NAACL 2024