language-learning

Documents about language-learning

• Learning to Reason at the Frontier of Learnability#183200arXiv (OAI)
• LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding#229476arXiv CS
• When Large Language Models Fail in Healthcare: Evaluating Sensitivity to Prompt Variations#266194arXiv CS
• Streaming Interventions: Can Video Large Language Models Correct Mistakes as They Occur?#267674arXiv CS
• On the Limits of Prompt-Conditioned Language Models as General-Purpose Learners#299920arXiv CS
• CAVEWOMAN: How Large Language Models Behave Under Linguistic Input and Output Compression#303234arXiv CS
• Same Evidence, Different Answer: Auditing Order Sensitivity in Multimodal Large Language Models#307002arXiv CS
• FlexMoE: One-for-All Nested Intra-Expert Pruning for MoE Language Models#319698arXiv CS
• SemRF: A Semantic Reference Frame for Residual-Stream Dynamics in Language Models#324875arXiv CS
• Accelerating Masked Diffusion Large Language Models: A Survey of Efficient Inference Techniques#366254arXiv CS
• Toward Generalizable Cognitive Impairment Detection with Speech-Based Multimodal Large Language Models#394398arXiv CS
• Evidence-Type Competition: When Can Interventional Data Teach Language Models Causal Direction?#422253arXiv CS
• Provable Limits and Certified Deferral for Verbalized Uncertainty in Small Language Models#429359arXiv CS
• SAGA: Score-Weighted Adaptive Generation Alignment for Low-Resource Nordic Language Models#432535arXiv CS
• Geo-Spatial Concept Probing of Large Language Models: Abstraction, Compositionality, and Grounding#440365arXiv CS
• VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models#153119arXiv (OAI)
• Model Internal Sleuthing: Finding Lexical Identity and Inflectional Features in Modern Language Models#158725arXiv (OAI)
• Educational Applications: Their Impact to the English Language Learners#273976HAL (France)
• Replication Data for: Motivation, Ethnic Identity, and Chinese Heritage Language Proficiency among Chinese Heritage Language Learners in Belgium#206119KU Leuven RDR Dataverse OAI Archive
• Q-MOLLD: Using Large Language Models to mitigate Barren Plateaus in Quantum Machine Learning#393349Repositorio institucional Séneca
• Bridging the Language Proficiency Gap: Seeking Strategies for High Language Proficiency#168621BYU ScholarsArchive
• Use of Social Platforms for the Development of Intercultural Competence in the Process of Language Learning#381575Zenodo (CERN)
• Perception, language, and information gaps: Parental involvement in refugee children’s destination language learning in Türkiye and Germany#251618OSF
• Natural Language Programming: Rethinking Language, Memory, and Cognition in the Era of Generative AI#293793Zenodo (CERN)
• Evaluating the Progression of Large Language Model Capabilities for Small-Molecule Drug Design#31253arXiv CS
• Sketching the Readout of Large Language Models for Scalable Data Attribution and Valuation#31264arXiv CS
• AEGIS: Anchor-Enforced Gradient Isolation for Knowledge-Preserving Vision-Language-Action Fine-Tuning#31279arXiv CS
• Ramen: Robust Test-Time Adaptation of Vision-Language Models with Active Sample Selection#126516arXiv CS
• Evaluating Post-hoc Explanations of the Transformer-based Genome Language Model DNABERT-2#126521arXiv CS
• FeatEHR-LLM: Leveraging Large Language Models for Feature Engineering in Electronic Health Records#134553arXiv CS
• Realised Volatility Forecasting: Machine Learning via Financial Word Embedding#141606arXiv (OAI)
• Uncovering advanced transfer learning strategies for deep neural networks in natural language processing.#171978NCBI PubMed Central
• A Hierarchical Language Model with Predictable Scaling Laws and Provable Benefits of Reasoning#180671arXiv CS
• When Should Models Change Their Minds? Contextual Belief Management in Large Language Models#238615arXiv CS
• PARCEL: Pool-Anchored Resampling with Conditioned Elastic Queries for Efficient Vision-Language Understanding#238635arXiv CS
• Your Model Already Knows: Attention-Guided Safety Filter for Vision-Language-Action Models#267645arXiv CS
• ReCoVLA: VLM-Guided Reward Compilation for Failure Recovery in Vision-Language-Action Policies#267666arXiv CS
• From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning#282788arXiv CS
• PHANTOM: A Large-Scale Dataset of Multimodal Adversarial Attacks for Vision-Language Models#303213arXiv CS
• ROAD-VLA: Robust Online Adaptation via Self-Distillation for Vision-Language-Action Models#307029arXiv CS
• Calibration, Not Compilation: Detecting and Repairing Misspecified Probabilistic Programs Written by Language Models#324912arXiv CS
• From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Model#343456arXiv CS
• Training-Free Acceleration for Vision-Language-Action Models with Action Caching and Refinement#346501arXiv CS
• Resample or Reroute? Budget-Aware Test-Time Model Selection for Large Language Models#353048arXiv CS
• Using large language models to probe the limits of atom-centered structural descriptors#411051arXiv CS
• MOT-SR: Multi-Objective Tool-Augmented Scientific Equation Discovery with Large Language Models#422243arXiv CS
• BnBERT-iPET: Sparse Few-Shot Language Modeling for Bengali via Lottery Ticket Pruning#429352arXiv CS
• MultiModal Code-Switching: Interleaving Visual Objects into Language for Explicit Object-Level Alignment#444615arXiv CS
• Learning Video Representations from Large Language Models#16653Semantic Scholar
• Students’ Demotivation in Learning English as a Second Language#73035PhilArchive