Machine Learning

Can a Large Language Model Keep My Secrets? A Study on LLM-Controlled Agents ACL 2025 Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning ICLR 2025 Can a Neural Model Guide Fieldwork? A Case Study on Morphological Data Collection COLING 2025 Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025 Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence ICML 2025 Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression ICML 2025 Can DBNNs Robust to Environmental Noise for Resource-constrained Scenarios? ICML 2025 Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025 Can Diffusion Models Generalize? Privacy and Fairness Trade-offs for Medical Data Sharing. MIDL 2025 Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images? ICML 2025 Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025 Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation EMNLP 2025 CanFields: Consolidating Diffeomorphic Flows for Non-Rigid 4D Interpolation from Arbitrary-Length Sequences ICCV 2025 Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025 Can Go AIs Be Adversarially Robust? AAAI 2025 Can GPTZero’s AI Vocabulary Distinguish Between LLM-Generated and Student-Written Essays? ACL 2025 Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025 Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025 Can Hallucination Correction Improve Video-Language Alignment? ACL 2025 Can In-context Learning Really Generalize to Out-of-distribution Tasks? ICLR 2025 Can Indirect Prompt Injection Attacks Be Detected and Removed? ACL 2025 Can information theory unravel the subtext in a Chekhovian short story? ACL 2025 Can Input Attributions Explain Inductive Reasoning in In-Context Learning? ACL 2025 Can interpretability and accuracy coexist in cancer survival analysis? MLHC 2025 Can Language Models Replace Programmers for Coding? REPOCOD Says ‘Not Yet’ ACL 2025