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Research
Oct 21
24d ago
Improving fake profile detection through multimodal learning and research-guided feature integration
arXiv cs.LG
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24d ago
Industrial Agentic AI: LLM-driven new-generation agents for smart manufacturing
arXiv cs.AI
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24d ago
Joint constraint aggregation for qualifier-sensitive retrieval-augmented QA
arXiv cs.CL
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24d ago
Language models exhibit mode collapse in poetry across forms and topics, showing creative mode collapse at scale.
arXiv cs.CL
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24d ago
Large language model and reinforcement learning based autonomous construction and progress updates
arXiv cs.AI
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24d ago
Latent projection for latent planning
arXiv cs.LG
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24d ago
LatLM: Line-parallel language models with deferred commitment
arXiv cs.LG
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24d ago
LEAF: LUT-aware Efficient Attention on FPGAs
arXiv cs.LG
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24d ago
Learned control variates for rare grid-outage estimation at electric vehicle charging stations
arXiv cs.AI
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24d ago
LightCRS: Lightweight multi-domain conversational recommendation system
arXiv cs.AI
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24d ago
LLM agents reading untrusted content can be hijacked by prompt injections; runtime monitors and benchmarks test whether following an injection is decided when the injection is read.
arXiv cs.CL
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24d ago
LSA-PAST: Layer-Specific Adaptation and Prototype Transport for compositional incremental learning
arXiv cs.AI
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24d ago
MAMath-Bench: process-aware and robust evaluation of multimodal multi-agent mathematical reasoning
arXiv cs.AI
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24d ago
MedPAO-Assist: edge-deployable, modality-aware agentic AI for radiology report structuring
arXiv cs.AI
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24d ago
Memory-constrained user simulators show sensitivity to repetition and interference in information retention, with some replicating human-like overall accuracy
arXiv cs.CL
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24d ago
Meta-iLaD enables identifiable latent dynamics via meta-learning of dynamics environments
arXiv cs.LG
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24d ago
miniTE diagnoses and bridges the execution gap in native NVFP4 reinforcement learning
arXiv cs.LG
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24d ago
Mixture of Phonetic Experts based Low-Rank Adaptation of Conformer models for accented English speech recognition
arXiv cs.CL
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24d ago
Model fragility under task composition: implicit budgeting in language models
arXiv cs.CL
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24d ago
Modeling bilingual naming performance with laterally-connected SOMs
arXiv cs.CL
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24d ago
Modeling human behavior in the Prisoner's Dilemma with large language models
arXiv cs.CL
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24d ago
MoSAIK: Motion Search with AI in K-space estimates in-plane motion from standard multi-coil TSE k-space without external navigators or motion-free reference
arXiv cs.AI
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24d ago
Multi-agent collaboration reduces hallucination in clinical tasks; four systems evaluated on reasoning and final answers.
arXiv cs.AI
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24d ago
Multi-author style change detection using LLM-based embeddings fine-tuned for authorship verification, with Mistral-7B embedding model and DeBERTa comparison
arXiv cs.CL
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24d ago
Multimodal ambivalence and hesitancy recognition with bidirectional audio–text cross-attention
arXiv cs.CL
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24d ago
Omni-Woodpecker: Hallucination correction via evidence-prior rebalancing for Omni LLMs
arXiv cs.AI
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24d ago
Ontic state recovery through prediction
arXiv cs.LG
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24d ago
OR-License: evaluating LLM agents as real-world operations research practitioners
arXiv cs.CL
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24d ago
ORBIT: Autoregressive time series generation via next frequency-band prediction
arXiv cs.LG
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24d ago
Organizing LLM inference for aggregate predictions from behavioral data
arXiv cs.LG
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24d ago
Pack and Extract: An effective graph-based approach for feature selection
arXiv cs.LG
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24d ago
Parameter misspecification in physics-informed neural networks: A closed-form audit and its limits
arXiv cs.LG
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24d ago
Pareto-optimal RTL code generation via multi-objective reinforcement learning with large language models
arXiv cs.AI
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24d ago
PeekKV: the first content token already knows which heads matter
arXiv cs.LG
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24d ago
Physical AI: concepts, techniques, and challenges
arXiv cs.AI
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24d ago
Physics-aware self-supervised pretraining on multi-domain Raman spectra
arXiv cs.LG
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24d ago
Pixel-based language models can process rendered text without a fixed subword vocabulary, but their practical value depends on fine-tuning behavior, robustness, and cross-lingual transfer advantages.
arXiv cs.CL
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24d ago
PolyGraph: Plan-buffer CUDA Graphs for Adaptive Speculative Decoding
arXiv cs.LG
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24d ago
PORA: learning when more reasoning pays off for LLM agents
arXiv cs.AI
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24d ago
Prefix-tuning enables parameter-efficient steering of pretrained transformers by prepending task-specific prefixes to inputs
arXiv cs.CL
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