Machine Learning

The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents (Abstract Reprint) AAAI 2026 The Semantic Architect: How FEAML Bridges Structured Data and LLMs for Multi-Label Tasks AAAI 2026 The Silence of the Facts: Popularity as a Barrier to Machine Unlearning ACL 2026 The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models AAAI 2026 Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? EACL 2026 Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring EACL 2026 Thesis Proposal: Comparing Human and Model Perception of Writing Style under Controlled Perturbations EACL 2026 Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script ACL 2026 Thesis Proposal: Efficient KV Cache Reuse for Multi-Document Retrieval-Augmented Generation EACL 2026 Thesis Proposal: Measuring Prejudice at Scale EACL 2026 Thesis Proposal: Multimodal Benchmark for Music Understanding in Large Language Models EACL 2026 Thesis Proposal: Self-Adaptive and Epistemic Uncertainty-Guided ASR of Dense Intra-Sentential Code-Switched Speech for African Low-Resource Languages ACL 2026 Thesis Proposal: Targeted and Unified Cross-Lingual Unlearning from Multilingual Language Models ACL 2026 The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms AAAI 2026 The Structure-Equivalent Prior: Unifying Temporal Dynamics and 3D Evolution in 4D Latent Space AAAI 2026 The surrogate Gibbs-posterior of a corrected stochastic MALA: Towards uncertainty quantification for neural networks JMLR 2026 The Within-Orbit Adaptive Leapfrog No-U-Turn Sampler JMLR 2026 Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility ACL 2026 Think Hard Only When Needed: A Hybrid Best-of-N and Beam Search for Efficient Test-Time Compute EACL 2026 Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks AAAI 2026 Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models EACL 2026 Thinking with Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding CVPR 2026 Think-J: Learning to Think for Generative LLM-as-a-Judge AAAI 2026 Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026 ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization EACL 2026