Natural Language Processing

Text-Enhanced Audio Encoder for Large Language Model based Speech Recognition via Cross-Modality Pre-training with Unpaired Audio-Text Data Interspeech 2025 Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy COLING 2025 Text Graph Neural Networks for Detecting AI-Generated Content COLING 2025 Text is All You Need: LLM-enhanced Incremental Social Event Detection ACL 2025 Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor COLING 2025 TextMaster: A Unified Framework for Realistic Text Editing via Glyph-Style Dual-Control ICCV 2025 Text Normalization for Sentiment Analysis in Japanese Social Media NAACL 2025 Text Overlap: An LLM with Human-like Conversational Behaviors ACL 2025 Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025 Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025 Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query ACL 2025 Text-to-LoRA: Instant Transformer Adaption ICML 2025 Textual Aesthetics in Large Language Models EMNLP 2025 TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation EMNLP 2025 TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025 ThaiOCRBench: A Task-Diverse Benchmark for Vision-Language Understanding in Thai IJCNLP 2025 Thai Winograd Schemas: A Benchmark for Thai Commonsense Reasoning COLING 2025 Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Senses NAACL 2025 Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025 That Ain’t Right: Assessing LLM Performance on QA in African American and West African English Dialects EMNLP 2025 That doesn’t sound right: Evaluating speech transcription quality in field linguistics corpora ACL 2025 That is Unacceptable: the Moral Foundations of Canceling ACL 2025 The 2025 ReproNLP Shared Task on Reproducibility of Evaluations in NLP: Overview and Results ACL 2025 The 2nd Automated Verification of Textual Claims (AVeriTeC) Shared Task: Open-weights, Reproducible and Efficient Systems ACL 2025 The AI Co-Ethnographer: How Far Can Automation Take Qualitative Research? NAACL 2025