arXiv Artificial IntelligenceBiG-SURE - Bipartite Graph for Semantic Uncertainty and Reliability Estimation of LLMs
arXiv:2608.30646v2 Announce Type: replace-cross Abstract: Reliable uncertainty estimation is a crucial…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceCost-efficient Active Learning for Referring Image Segmentation and Grounding
arXiv:2608.30621v2 Announce Type: replace-cross Abstract: Collecting natural-language referring expressions…
arXiv Artificial IntelligenceArkios: An Open Bilingual English-Nepali Language Model Trained From Scratch, with a Devanagari-Aware Tokenizer
arXiv:2608.30092v2 Announce Type: replace-cross Abstract: We present Arkios, a 1.04B-parameter dense…
arXiv Artificial IntelligenceREIGN: Refurbished Embeddings with Integrated Guidance Networks for Efficient Context-Length Scaling
arXiv:2608.29899v2 Announce Type: replace-cross Abstract: Dense retrieval over long documents is expensive…
arXiv Artificial IntelligenceChain-of-Thought Faithfulness of Reasoning Models Varies with Where and How Preference Cues Are Delivered
arXiv:2608.29464v2 Announce Type: replace-cross Abstract: Chain-of-thought (CoT) monitoring assumes that…
arXiv Artificial IntelligenceScaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence
arXiv:2608.31075v2 Announce Type: replace Abstract: Recent advances in large reasoning models (LRMs) have…
arXiv Artificial IntelligenceAutoregressive Mosaics: Probing 2D Spatial Reasoning in Text-Only Language Models
arXiv:2608.30751v2 Announce Type: replace Abstract: Large language models (LLMs) trained only on text and…
arXiv Artificial IntelligenceWill the User Ever Know? Covert Indirect Prompt Injection Attacks on Tool-Using LLM Agents
arXiv:2608.30362v2 Announce Type: replace Abstract: As LLM agents take real-world actions through tools…
arXiv Artificial IntelligenceValidating FKG.in: Soundness Assessment in LLM-Augmented Indian Food Knowledge
arXiv:2608.29249v2 Announce Type: replace Abstract: The online culinary ecosystem is increasingly populated…
arXiv Artificial IntelligenceHyper-Fold: Exploring the Expressive Limit of Sequence-Geometry Learning for Proteins via Hypergraph Modeling
arXiv:2608.29207v2 Announce Type: replace Abstract: Protein structure modeling rests on a single…
arXiv Artificial IntelligenceAutoScientist-Quant: Self-Evolving Coding Agents for Automatic Research in Quantitative Investment
arXiv:2608.28632v2 Announce Type: replace Abstract: Large language model agents can discover alphas, yet…
arXiv Artificial Intelligencepro-team at LLMs4OL 2026 Tasks Flagship and Reuse: Retrieval-Augmented Generation and Vocabulary-Constrained Filtering for Ontology Learning
arXiv:2608.27101v2 Announce Type: replace Abstract: Ontology learning from text remains challenging despite…
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