conftrace_

text classification

6793 papers

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Also known as

TC

Co-occurring keywords

large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers EMNLP 2024

PREDICT: Multi-Agent-based Debate Simulation for Generalized Hate Speech Detection EMNLP 2024

RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation COLING 2024

REDUCR: Robust Data Downsampling using Class Priority Reweighting NIPS 2024

LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models NIPS 2024

A Multi-layered Approach to Physical Commonsense Understanding: Creation and Evaluation of an Italian Dataset COLING 2024

DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts NAACL 2024

BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024

SAFETY-J: Evaluating Safety with Critique EMNLP 2024

All You Need is Attention: Lightweight Attention-based Data Augmentation for Text Classification EMNLP 2024

Characterizing Text Datasets with Psycholinguistic Features EMNLP 2024

OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants EMNLP 2024

CLULab-UofA at SemEval-2024 Task 8: Detecting Machine-Generated Text Using Triplet-Loss-Trained Text Similarity and Text Classification NAACL 2024

Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024

Team art-nat-HHU at SemEval-2024 Task 8: Stylistically Informed Fusion Model for MGT-Detection NAACL 2024

Building Resources for Emakhuwa: Machine Translation and News Classification Benchmarks EMNLP 2024

Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text NAACL 2024

AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text NAACL 2024

Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions EMNLP 2024

iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identification NAACL 2024

INGEOTEC at SemEval-2024 Task 10: Bag of Words Classifiers NAACL 2024

Compos Mentis at SemEval2024 Task6: A Multi-Faceted Role-based Large Language Model Ensemble to Detect Hallucination NAACL 2024

Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024

Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024

NootNoot At SemEval-2024 Task 6: Hallucinations and Related Observable Overgeneration Mistakes Detection NAACL 2024