Natural Language Processing

Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025 Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet ACL 2025 Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? ICLR 2025 Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference ACL 2025 Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation EMNLP 2025 Can LLMs Recognize Their Own Analogical Hallucinations? Evaluating Uncertainty Estimation for Analogical Reasoning ACL 2025 Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments AAAI 2025 Can LLMs Reliably Simulate Real Students’ Abilities in Mathematics and Reading Comprehension? ACL 2025 Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025 Can LLMs Solve Longer Math Word Problems Better? ICLR 2025 Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic COLING 2025 Can LLMs Truly Plan? A Comprehensive Evaluation of Planning Capabilities EMNLP 2025 Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs ACL 2025 Can LLMs Verify Arabic Claims? Evaluating the Arabic Fact-Checking Abilities of Multilingual LLMs COLING 2025 Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study COLING 2025 Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025 Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning? WACV 2025 Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025 Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? ACL 2025 Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs ICML 2025 Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering EMNLP 2025 Can Perplexity Predict Finetuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali ACL 2025 Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study ACL 2025 Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025 Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025