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Text Classification

6,754 papers

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Papers

Exploring Chain of Thought Style Prompting for Text-to-SQL EMNLP 2023
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling EMNLP 2023
Rumor Detection on Social Media with Crowd Intelligence and ChatGPT-Assisted Networks EMNLP 2023
Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study EMNLP 2023
Why Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions EMNLP 2023
Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks EMNLP 2023
Towards Interpretable Mental Health Analysis with Large Language Models EMNLP 2023
Spoiler Detection as Semantic Text Matching EMNLP 2023
Modeling Empathic Similarity in Personal Narratives EMNLP 2023
BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages EMNLP 2023
Revisiting Machine Translation for Cross-lingual Classification EMNLP 2023
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning EMNLP 2023
Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023
JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification EMNLP 2023
Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN EMNLP 2023
Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT EMNLP 2023
Semantic matching for text classification with complex class descriptions EMNLP 2023
Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks EMNLP 2023
“Mistakes Help Us Grow”: Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms EMNLP 2023
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks EMNLP 2023
From Multilingual Complexity to Emotional Clarity: Leveraging Commonsense to Unveil Emotions in Code-Mixed Dialogues EMNLP 2023
CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks EMNLP 2023
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark EMNLP 2023
Reducing Sequence Length by Predicting Edit Spans with Large Language Models EMNLP 2023
Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection EMNLP 2023