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Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
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inferredcites →https://doi.org/10.3389/fncom.2012.00079openalex-snapshot
Open Evaluation: A Vision for Entirely Transparent Post-Publication Peer Review and Rating for Science
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The Single-Owner Discount: Provenance Concentration and Epistemic Class Reproduction in Generative Search
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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inferred← citeshttps://doi.org/10.1007/978-3-032-39904-5_9openalex-snapshot
A Comparative Analysis of RAG Architectures for Diagnostic Support Using Telemedicine Data
inferred← citeshttps://doi.org/10.1007/978-3-032-40377-3_3openalex-snapshot
Copy That? The Influence of Process Model Representation Format on LLM Comprehension
inferred← citeshttps://doi.org/10.1007/978-3-032-40581-4_13openalex-snapshot
What LLMs Understand About Dynamic Networks
inferred← citeshttps://doi.org/10.1007/978-3-032-40774-0_17openalex-snapshot
AiDER: Auditing and Document Evaluation via Rule Compilation and Small Language Models – An Education Case Study
inferred← citeshttps://doi.org/10.1007/978-3-032-40774-0_36openalex-snapshot
Autonomous Skill Development: Neuro-Symbolic Agents that Self-generate Verifiable Tools
inferred← citeshttps://doi.org/10.1007/978-981-92-0199-0_4openalex-snapshot
ISBench: Benchmarking Instruction-Following Capability and Safety of Large Speech-Language Models Across Acoustic Conditions
inferred← citeshttps://doi.org/10.1007/978-981-92-0363-5_25openalex-snapshot
Enhancing LLM-Based Recommendation with Semantic-Aligned Collaborative Knowledge
inferred← citeshttps://doi.org/10.1007/978-981-92-0375-8_20openalex-snapshot
SemFuse: Aligning LLM Semantics with Graph Topology for Heterophilic Learning
inferred← citeshttps://doi.org/10.1007/978-981-92-1462-4_33openalex-snapshot
Diverse and Task-Specific Data Selection for Instruction Tuning
inferred← citeshttps://doi.org/10.1007/978-981-92-1468-6_13openalex-snapshot
DIALEVAL: Automated Type-Theoretic Evaluation of LLM Instruction Following
inferred← citeshttps://doi.org/10.1007/978-981-92-1546-1_38openalex-snapshot
Emergence of Induction Heads and Their Impact on In-Context Learning in Japanese Large Language Models
inferred← citeshttps://doi.org/10.1007/978-981-92-2014-4_7openalex-snapshot
Reflect-SQL: A Self-reflection Based Framework for Text-to-SQL
inferred← citeshttps://doi.org/10.1007/978-981-92-2590-3_22openalex-snapshot
Contrastive Preference Optimization for Low-Resource Vietnamese to Khmer Neural Machine Translation
inferred← citeshttps://doi.org/10.1007/978-981-92-2852-2_38openalex-snapshot
TraE-VL: A Cascaded Framework for Fine-Grained Perception and Controllable Stylization in Domain-Specific Copywriting Generation
inferred← citeshttps://doi.org/10.1007/978-981-92-2852-2_46openalex-snapshot
Evolva: A Multi-turn Contextual Attack for Long-Reasoning LLMs
inferred← citeshttps://doi.org/10.1007/978-981-92-2859-1_13openalex-snapshot
Hard Problems, Soft Guards: Softening LLM Guards with Olympiad-Grade Problems
inferred← citeshttps://doi.org/10.1007/978-981-92-2862-1_14openalex-snapshot
EvidITI: Enhancing RAG Robustness Through Inference-Time Intervention on Evidence-Seeking Attention Heads
inferred← citeshttps://doi.org/10.1007/978-981-92-3381-6_24openalex-snapshot
On the Generalization of Reward Models and LLM Judges under Out-of-Distributions in RLHF
inferred← citeshttps://doi.org/10.1007/978-981-92-3394-6_42openalex-snapshot
Dynamic Routing for Collaboration Mode Selection in Multi-Agent Reasoning
inferred← citeshttps://doi.org/10.1007/978-981-92-3410-3_5openalex-snapshot
Adaptive Block Sizing for Speculative Decoding via Logit-Confidence Based Verification
inferred← citeshttps://doi.org/10.1007/978-981-92-3417-2_30openalex-snapshot
Characterizing and Detecting LLM Sycophancy: The SycoPrism Tri-Facet Benchmark and Preference-Pooled Reward Model
inferred← citeshttps://doi.org/10.1007/978-981-92-3426-4_37openalex-snapshot
Can Large Language Models Make In-Character Decisions? Evaluating Role Consistency in Open-Ended Decision Making
inferred← citeshttps://doi.org/10.1007/978-981-92-3426-4_4openalex-snapshot
Towards Automatic Incremental Learning: A Self-adaptive Framework for Continual Instruction Tuning
inferred← citeshttps://doi.org/10.1007/978-981-92-3426-4_43openalex-snapshot
RISC: Black-Box Risk-Bounded Score Calibration for Multilingual LLM-as-a-Judge
inferred← citeshttps://doi.org/10.1007/978-981-92-3447-9_18openalex-snapshot
Dual-Loop Multi-agent Framework and Policy Optimization for Numbered Musical Notation Digitization
inferred← citeshttps://doi.org/10.1007/978-981-92-3560-5_31openalex-snapshot
Reliable Offline-Policy Selection for Multimodal Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-92-3734-0_13openalex-snapshot
CC-Eval: Benchmarking Cross-Lingual Value Alignment and Chinese Context Tasks in Large Language Models
inferred← citeshttps://doi.org/10.1007/978-981-95-5441-6_30openalex-snapshot
AI-Powered Answer Sheet Assessment and Ranking System
inferred← citeshttps://doi.org/10.1007/978-981-95-7580-0_27openalex-snapshot
Designing LLM-Based Educational Chatbots with Pedagogical Grounding
inferred← citeshttps://doi.org/10.1007/978-981-96-1024-2_8openalex-snapshot
Evaluation of Retrieval-Augmented Generation: A Survey
inferred← citeshttps://doi.org/10.1007/978-981-96-6954-7_3openalex-snapshot
Masker: Speculative Decoding for Long-Text QA with CopyHead
inferred← citeshttps://doi.org/10.1007/978-981-97-0361-6_8openalex-snapshot
Discussions and Future Directions
inferred← citeshttps://doi.org/10.1007/s00103-025-04092-8openalex-snapshot
KI-gestützte klinische Entscheidungsunterstützungssysteme: Herausforderungen und Potenziale
inferred← citeshttps://doi.org/10.1007/s00146-026-03276-3openalex-snapshot
Toward AI epidemiology: a measurement standardization framework for prospective risk detection
inferred← citeshttps://doi.org/10.1007/s00432-026-06489-7openalex-snapshot
Evaluating reasoning models for therapy recommendations in gastrointestinal stromal tumors: expert and LLM-based evaluations of OpenAI o1 and DeepSeek-R1
inferred← citeshttps://doi.org/10.1007/s00521-026-12275-wopenalex-snapshot
HeRoN: a mediated RL-LLM framework for adaptive NPC behavior in interactive environments
inferred← citeshttps://doi.org/10.1007/s00521-026-12328-0openalex-snapshot
Performance within the foundation paradox: the case for small qualitative evaluations
inferred← citeshttps://doi.org/10.1007/s00521-026-12495-0openalex-snapshot
Ontology-guided neuro-symbolic GraphRAG for grounded query answering
inferred← citeshttps://doi.org/10.1007/s00530-026-02288-9openalex-snapshot
A survey of large language models: techniques, applications, and challenges
inferred← citeshttps://doi.org/10.1007/s00530-026-02327-5openalex-snapshot
QHSP-Net: query-aware higher-order statistical pooling network for referring image segmentation
inferred← citeshttps://doi.org/10.1007/s00530-026-02357-zopenalex-snapshot
CloudCap3D: enhancing 3D in-scene descriptions via point cloud integration and efficient text filtering
inferred← citeshttps://doi.org/10.1007/s00530-026-02390-yopenalex-snapshot
Multimodal fake news video contradiction explanations with large language models
inferred← citeshttps://doi.org/10.1007/s00530-026-02499-0openalex-snapshot
Rating-aware argument generation for movie reviews with multimodal large language models and a new dataset
inferred← citeshttps://doi.org/10.1007/s00607-026-01723-zopenalex-snapshot
Minimal AIF-inspired response control for evidence-aware and dependable LLM behavior
inferred← citeshttps://doi.org/10.1007/s00766-026-00462-zopenalex-snapshot
From issue titles to requirements: an empirical study of large language models and prompt engineering strategies
inferred← citeshttps://doi.org/10.1007/s10015-026-01135-4openalex-snapshot
An evolutionary model of animats with VLM-based subjective evaluation
inferred← citeshttps://doi.org/10.1007/s10044-026-01749-1openalex-snapshot
PRISM: stable black-box prompt optimization via multi-sampling and semantic consensus
inferred← citeshttps://doi.org/10.1007/s10044-026-01753-5openalex-snapshot
Efficient and reliable multimodal retrieval-augmented question answering via greedy leave-one-out consistency pruning
inferred← citeshttps://doi.org/10.1007/s10115-026-02892-1openalex-snapshot
Contrastive hallucination impact mitigation and evaluation for zero-shot dense retrieval systems
inferred← citeshttps://doi.org/10.1007/s10207-026-01314-1openalex-snapshot
Enhancing android malware detection with retrieval-augmented generation
inferred← citeshttps://doi.org/10.1007/s10209-026-01387-8openalex-snapshot
Helpful or harmful? A token-level evaluation of LLM responses to accessibility-oriented educational queries
inferred← citeshttps://doi.org/10.1007/s10270-026-01425-2openalex-snapshot
LangBiTe: model-driven bias testing of text-to-text large language models
inferred← citeshttps://doi.org/10.1007/s10278-026-02109-5openalex-snapshot
Radiologist Detection of Deficiencies in LLM-Generated Patient Communications About Radiology Reports: A Multi-Reader Study
inferred← citeshttps://doi.org/10.1007/s10278-026-02339-7openalex-snapshot
Complementary Error Profiles of Human Readers and Large Language Models in Detecting AI-Generated Chest Radiographs: A Comparative Reader Study
inferred← citeshttps://doi.org/10.1007/s10515-026-00632-xopenalex-snapshot
CodeCritic: towards effective code quality evaluation with large language models
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