large language model

FreqLLM: Frequency-Aware Large Language Models for Time Series Forecasting IJCAI 2025 FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story Videos AAAI 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 Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025 From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle ICLR 2025 From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025 From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords COLING 2025 From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery EMNLP 2025 From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning ACL 2025 from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors ACL 2025 From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025 From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing EMNLP 2025 From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025 From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025 From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025 From Conversational Speech to Readable Text: Post-Processing Noisy Transcripts in a Low-Resource Setting NAACL 2025 From Conversation to Automation: Leveraging LLMs for Problem-Solving Therapy Analysis ACL 2025 From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025 From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025 From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium ICML 2025 From Detection to Explanation: Effective Learning Strategies for LLMs in Online Abusive Language Research COLING 2025 From Distributional to Overton Pluralism: Investigating Large Language Model Alignment NAACL 2025 From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning ACL 2025 From Evidence Mining to Meta-Prediction: a Gradient of Methodologies for Task-Specific Challenges in Psychological Assessment NAACL 2025