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Papers (including subtopics)

Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? ICLR 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 Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic COLING 2025 Can LLMs Verify Arabic Claims? Evaluating the Arabic Fact-Checking Abilities of Multilingual LLMs 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 Understand Spatial Relations? ACL 2025 Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? ACL 2025 Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering EMNLP 2025 Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study ACL 2025 Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025 Can Third Parties Read Our Emotions? ACL 2025 cantnlp@DravidianLangTech-2025: A Bag-of-Sounds Approach to Multimodal Hate Speech Detection NAACL 2025 Cantonese Punctuation Restoration using LLM Annotated Data Interspeech 2025 Can Unconfident LLM Annotations Be Used for Confident Conclusions? NAACL 2025 Can Uniform Meaning Representation Help GPT-4 Translate from Indigenous Languages? ACL 2025 Can Vision-Language Models Evaluate Handwritten Math? ACL 2025 Can VLMs Recall Factual Associations From Visual References? EMNLP 2025 Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks ACL 2025 Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025 Can We Translate Code Better with LLMs and Call Graph Analysis? IJCAI 2025 Can We Verify Step by Step for Incorrect Answer Detection? IJCAI 2025 Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews IJCNLP 2025 CAPE: Context-Aware Personality Evaluation Framework for Large Language Models EMNLP 2025