Large Language Models

Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025 Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 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 Real Students’ Abilities in Mathematics and Reading Comprehension? ACL 2025 Can LLMs simulate the same correct solutions to free-response math problems as real students? EMNLP 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 LVLMs Obtain a Driver’s License? A Benchmark Towards Reliable AGI for Autonomous Driving AAAI 2025 Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025 Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty? EMNLP 2025 Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs ICML 2025 Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025 Can Quantized Audio Language Models Perform Zero-Shot Spoofing Detection? Interspeech 2025 Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025 Can Role Vectors Affect LLM Behaviour? EMNLP 2025 Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025 Cantonese Punctuation Restoration using LLM Annotated Data Interspeech 2025 Can Transformers Reason Logically? A Study in SAT Solving ICML 2025 Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025 Can Uniform Meaning Representation Help GPT-4 Translate from Indigenous Languages? ACL 2025 Can Vision-Language Models Infer Speaker’s Ignorance? The Role of Visual and Linguistic Cues EMNLP 2025