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Research
Aug 11
12d ago
Adaptive KappaSharp: Condition-Number Shaping for Preferential Bayesian Optimization
arXiv cs.LG
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12d ago
APEX-VW: a document-level English-Spanish post-editing dataset in the healthcare domain
arXiv cs.CL
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12d ago
Applying artificial intelligence to recognize fraudulent banking operations; arXiv:2608.07471v1 discusses using machine learning for online banking fraud detection
arXiv cs.LG
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12d ago
Classifier-free guidance becomes unnecessary at times in masked diffusion language models, study finds
arXiv cs.CL
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12d ago
CODS: Iterative Bellman-residual data selection for reusable offline reinforcement learning
arXiv cs.LG
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12d ago
CONFER: conflict-aware evidence negotiation for regime-calibrated weak supervision in multimodal emotion recognition
arXiv cs.LG
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12d ago
Data-driven fire-zone segmentation improves short-term wildfire prediction
arXiv cs.LG
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12d ago
Detection of self-introductions in legislative testimony
arXiv cs.CL
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12d ago
DialectS2S: End-to-end speech dialogue modeling for low-resource Chinese dialects
arXiv cs.CL
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12d ago
DocAtlas treats long-document understanding as mutable-state interaction
arXiv cs.CL
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12d ago
Embedding initialization for unseen low-resource languages in multilingual NMT: a case study on Limbum-English translation
arXiv cs.CL
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12d ago
Evaluating dedicated monolingual and joint multilingual causal models for Dravidian languages
arXiv cs.CL
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12d ago
Finite constant frontiers and auditable regret certificates for average-reward reinforcement learning
arXiv cs.LG
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12d ago
Foundation models in cognitive science: evaluating their cognitive alignment and developmental trajectories
arXiv cs.CL
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12d ago
From benchmark performance to tool deployment: human-in-the-loop anomaly detection
arXiv cs.LG
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12d ago
From token probabilities to calibrated confidence: an empirical study of mathematical question answering
arXiv cs.LG
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12d ago
Grounded search agents use representation-based intrinsic rewards to guide retrieval and grounding of language model outputs
arXiv cs.CL
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12d ago
Information Routing across Batch Boundaries: Memory–Batch Tradeoffs in Lipschitz Bandits
arXiv cs.LG
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12d ago
Interpreting reasoning mechanisms of large language models via sparse autoencoders: separating Thinking from NoThinking in CoT-enabled models
arXiv cs.CL
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12d ago
LLMCompiler generates program embeddings from source and IR code for program analysis and optimization tasks.
arXiv cs.LG
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Aug 10
12d ago
AI models simulate a wider range of real-world scenarios with a physics feel, enabling engineers to test vehicle blueprints with fewer physical experiments, says MIT CSAIL researcher Haixu Wu
MIT News (AI)
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13d ago
SNI-GNN: SmartNIC-assisted full-graph GNN training with in-network embedding prediction
arXiv cs.LG
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13d ago
Soft-masking accelerates convergence in Masked Diffusion Language Models; the paper argues that linear interpolation in the embedding space is flawed due to near-constant token/mask embedding angles during training.
arXiv cs.CL
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13d ago
Sparsity-aware pruning preserves differences between outputs in sparsity-sensitive neurons, not just activations, for large language model pruning
arXiv cs.LG
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13d ago
Stockmark-Nemotron-3-Nano-Omni-JapanDocReader enables structured document parsing via capability injection and forgetting control in a Japanese document understanding model built from Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16
arXiv cs.CL
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13d ago
TA-RAG: Tone Awareness as a Design Imperative for Retrieval-Augmented Generation
arXiv cs.CL
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13d ago
Target-weighted Neyman allocation uses pilot variances to design experiments for heterogeneous treatment effects under population shift
arXiv cs.LG
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13d ago
TaskSense: focusing on what matters in world models
arXiv cs.AI
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13d ago
The horizon gap: planning, memory, execution, training, and evaluation for long-horizon LLM agents
arXiv cs.CL
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13d ago
The optimizer is the agent: reasoning-driven search across prompts, programs, and ML workflows
arXiv cs.AI
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13d ago
Theoretical foundations of communication-efficient, robust, and practical distributed and federated optimization
arXiv cs.LG
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13d ago
Toward reliable context compression for long-horizon agents: an empirical study of execution instability
arXiv cs.LG
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13d ago
Towards multi-label graph foundation models: from single-vector representation learning to multi-semantic basis learning
arXiv cs.AI
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13d ago
TRACE: A multi-layer benchmark for human AI controller coordination under drift and failure
arXiv cs.AI
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13d ago
TradeVerse: a longitudinal benchmark of political negotiation in international trade
arXiv cs.CL
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13d ago
Unmasking removal-budget confounding: a matched operating-point evaluation framework for adaptive data cleaning
arXiv cs.LG
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13d ago
Vehicle routing problem using deep reinforcement learning; a case study on truck planning in industry
arXiv cs.AI
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13d ago
Weak presupposition verification degrades general QA performance
arXiv cs.CL
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13d ago
WebGrader: Training LLMs for web development with self-evolving programmatic grader
arXiv cs.AI
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13d ago
WebRider: persona-conditioned intent controllers for live-web assistance
arXiv cs.AI
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