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Research
Oct 28
17d ago
A bite-sized agentic loop matching scaled test-time compute to human-designed workflows in formal theorem proving
arXiv cs.LG
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17d ago
A harness reduces over-defensive writing in agents by isolating objections
arXiv cs.CL
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17d ago
AI scientists struggle to assess novelty in generated ideas; researchers propose an analytical framework for evaluating novelty checks
arXiv cs.CL
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17d ago
AK_QMUL submits JAIS-6.7B fine-tuned with 4-bit QLoRA for Arabic harmful-prompt detection in ArGuard shared tasks (B1 binary safe/unsafe; B2 seven-way harm-domain).
arXiv cs.CL
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17d ago
Benchmarking task takeover across agent handoffs
arXiv cs.CL
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17d ago
Beyond IceBERT: Open-Data ModernBERT encoders for Icelandic from 12M to 1B parameters
arXiv cs.CL
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17d ago
Beyond update counts: a control map for evaluating test-time model updates
arXiv cs.LG
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17d ago
Calibrated for which policy? Conformal uncertainty for fixed world models under intervention
arXiv cs.LG
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17d ago
CAMR: Compatibility-Aware Memory Replay for continual learning in large language models
arXiv cs.CL
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17d ago
Causal localization of evidence effects in transformers
arXiv cs.CL
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17d ago
Concordant auxiliary rewards for multi-task, multi-reward reinforcement learning
arXiv cs.CL
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17d ago
Condition-Enhanced Generative Adversarial Network for aerodynamic configuration design of commercial aircraft
arXiv cs.LG
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17d ago
Congressional e-newsletters reveal divergent use of election terms by Democrats and Republicans; diachronic word embeddings show different meanings of "integrity," "security," and "fraud.
arXiv cs.CL
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17d ago
Cross-lingual fairness of homoglyph and invisible-character watermarks without a tokenizer
arXiv cs.CL
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17d ago
Curriculum-driven deep reinforcement learning for autonomous far-range rocket landing
arXiv cs.LG
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17d ago
Detect before you disambiguate: perturbation-based input ambiguity detection in LLMs
arXiv cs.CL
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17d ago
Dirichlet process mixtures within semiparametric Bayesian networks for conditional density estimation
arXiv cs.LG
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17d ago
Distributed LLM inference via communication-efficient speculative decoding
arXiv cs.LG
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17d ago
DuplexTune replays coupled hidden states to enable memory-efficient mixture-of-experts adaptation
arXiv cs.LG
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17d ago
ETC-Bench provides a multilingual benchmark for evaluation-side transcript canonicalization to map multiple surface forms to a single canonical form
arXiv cs.CL
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17d ago
Exploratory creative pre-ranking: hierarchical empirical-Bayes Thompson sampling for real-time creative optimization
arXiv cs.LG
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17d ago
Exponential wake-up overshoot in explicit Gaussian point-process filters.
arXiv cs.LG
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17d ago
FinLLM-KG: Knowledge graph-enhanced LLMs for financial sentiment analysis in algorithmic trading
arXiv cs.CL
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17d ago
From slices to volumes: comparing 2D, 2.5D, and 3D residual networks for pulmonary nodule malignancy-risk classification
arXiv cs.LG
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17d ago
Generalization in learning: predator-prey model improves function recovery over gradient descent with Langevin dynamics analysis
arXiv cs.LG
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17d ago
Graph-informed Kriging model improves sample-efficient Bayesian optimization for wind farm layouts
arXiv cs.LG
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17d ago
How much does the hint matter? Scope conditions for hindsight self-distillation in financial reasoning
arXiv cs.LG
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17d ago
Instruction capacity: language models' instruction-following quality degrades under controlled load
arXiv cs.LG
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17d ago
Instruction tuning installs and sharpens number-choice heuristics in language models
arXiv cs.CL
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17d ago
Is token confidence just chain length? A signal-processing audit of reasoning traces
arXiv cs.CL
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17d ago
Japanese discourse structure analysis based on Segmented Discourse Representation Theory using LLMs
arXiv cs.CL
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17d ago
Jaxnasium: embracing PyTrees for any-agent, cross-suite reinforcement learning
arXiv cs.LG
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17d ago
Knowledge distillation across teacher architectures for compact diabetic retinopathy grading
arXiv cs.LG
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17d ago
KORA: deterministic-first execution control for AI workloads
arXiv cs.LG
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17d ago
Let the gate decide: per-lookup precision for quantized conditional memory in LLMs
arXiv cs.LG
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17d ago
Linguistic-aware agentic data sampling framework for multilingual ASR improves sampling efficiency through error-driven optimization
arXiv cs.CL
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17d ago
Lipi-Ghor: a large-scale, diarized, multi-domain Bengali speech corpus and a scalable pipeline for building it
arXiv cs.CL
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17d ago
LLM hallucination detection via low-rank multilinear decomposition
arXiv cs.CL
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Oct 27
17d ago
Learner collaborates with MIT peers to develop The AI Anthology, a collection of essays on AI's impact across industries and society
MIT News (AI)
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18d ago
WhoWins: a controlled study of instruction conflicts in LLM agents
arXiv cs.CL
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