Deep Learning

Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ACL 2025 Can Large language model analyze financial statements well? COLING 2025 Can Large Language Models Accurately Generate Answer Keys for Health-related Questions? ACL 2025 Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025 Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025 Can Large Language Models Personalize Dialogues to Generational Styles? EMNLP 2025 Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025 Can Large Language Models Tackle Graph Partitioning? EMNLP 2025 Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? EMNLP 2025 Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? EMNLP 2025 Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025 Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025 Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ACL 2025 Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025 Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure ACL 2025 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 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 Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025 Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic COLING 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 Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025 Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025