Text Processing

Enriching children’s stories with LLMs: Delivering multilingual data enrichment for children’s books at scale and across markets ACL 2025 Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration EMNLP 2025 FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation ACL 2025 Forbidden FRUIT is the Sweetest: An Annotated Tweets Corpus for French Unfrozen Idioms Identification ACL 2025 From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025 GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns ACL 2025 Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025 IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025 LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models ACL 2025 Learning from Mistakes: Self-correct Adversarial Training for Chinese Unnatural Text Correction AAAI 2025 Lemmatization as a Classification Task: Results from Arabic across Multiple Genres EMNLP 2025 Lemmatization of Polish Multi-word Expressions EMNLP 2025 Machine-generated text detection prevents language model collapse EMNLP 2025 Mixture of Small and Large Models for Chinese Spelling Check ACL 2025 Mondrian: A Framework for Logical Abstract (Re)Structuring EMNLP 2025 One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025 Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with PoliCorp EMNLP 2025 PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech EMNLP 2025 Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations AAAI 2025 Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025 RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction EMNLP 2025 Reasoning or Memorization? Investigating LLMs’ Capability in Restoring Chinese Internet Homophones ACL 2025 Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts AAAI 2025 Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human? ACL 2025 Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ACL 2025