Large Language Models

Form-aware Poetic Generation for Bangla AACL 2025 FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models EMNLP 2025 Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate IJCNLP 2025 Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization ICML 2025 FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy ACL 2025 FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025 Frame-Voyager: Learning to Query Frames for Video Large Language Models ICLR 2025 Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection ACL 2025 From A and B to A+B: Can Large Language Models Solve Compositional Math Problems? EMNLP 2025 From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection NAACL 2025 From BERT to LLMs: Comparing and Understanding Chinese Classifier Prediction in Language Models EMNLP 2025 From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025 From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification EMNLP 2025 From Confidence to Collapse in LLM Factual Robustness EMNLP 2025 From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline ICML 2025 From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025 From Distributional to Overton Pluralism: Investigating Large Language Model Alignment NAACL 2025 From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages ACL 2025 From Evidence to Belief: A Bayesian Epistemology Approach to Language Models NAACL 2025 From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge IJCNLP 2025 From Generalist to Specialist: A Survey of Large Language Models for Chemistry COLING 2025 From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse EMNLP 2025 From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs EMNLP 2025 From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs ACL 2025