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decision 11 papers this week · -37% WoW

papers mentioning "decision" in title/abstract · 30d window

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#TitleAuthorsCatDate
1Epistemic Warrant for LLM Recommendations: Characterizing the Basis for Reliance When Ground Truth Is UnavailableShai Vardi, João Sedoccs.AI2026-09-03
2Translation as a Decision Space: A Multi-Agent Perspective on Low-Resource Dialect GenerationHasan Alkhder, Mohammad Abboush, Igor Tchappi +2cs.CL2026-09-03
3The Head Complexity of Boolean Functions in Single-Layer AttentionRajmohan Rajaraman, Ravi Sundaram, Amanuel Tesfayecs.CC2026-09-03
#4The Dually Flat Geometry of Planning as InferenceNikola Milosevic, Asaki Kataoka, Nicolas Hinrichs +2cs.AI2026-09-03
#5WorldReward: Reward Modeling for Camera-Conditioned World ModelsYibin Wang, Zehan Wang, Junshu Tang +13cs.CV2026-09-03
#6Headroom-Drift Replay: A Primitive for Principled Replay Control in GRPOHyun Bin Park, Du-Seong Changcs.LG2026-09-03
#7Speak for Me: Giving LLMs the Situational Awareness to Participate in a MeetingMuneeb Khan, Frederic Kirstein, Terry Ruas +1cs.AI2026-09-03
#8Value-Preserving Architectures for Agentic AI SystemsAlessandro Pesare, Tommaso Dolci, Katja Hose +1cs.AI2026-09-03
#9Beyond Shallow Alignment: How Post-Training Methods Determine Refusal Circuits And Steering RobustnessHoang Cuong Nguyen, Mark Dras, Usman Naseemcs.CL2026-09-03
#10Adapting to Evolving Requirements: Agentic AI for Retail Supply Chain OperationsLei Zheng, Liping Yang, Zihao Li +3cs.AI2026-09-03
#11Pushing the (Decision) Boundaries: Dynamically Calibrating Differentially Private Noise to Explainability in Federated LearningMichael Khavkin, Kichang Lee, Jaeho Jin +2cs.LG2026-09-03
#12EF1-Constrained Nash Social Welfare with Identical Additive Valuations: Complexity, Guarantees, and ExperimentsZih-Sian Yang, Yi-Hao Chen, Yu-Te Kuan +3cs.GT2026-09-03
#13Select, Compress, Reinvest: A Controlled Study of Visual-Token Allocation in Long-Video MLLMsPrakhar Khatrics.CV2026-09-03
#14Evaluating Criterion-Conditioned Behaviour of Large Language Models in Content ModerationDanting Zhang, Bei Peng, Robert Loftincs.CL2026-09-03
#15DNative-Twin: Decision Graphs and Digital Twins for Reconstructable Agentic DecisionsJunjie Pang, Zhenzhen Xie, Haoke Han +3cs.AI2026-09-03
#16Rethinking World Models for Safety-Critical Embodied SystemsKailang Ma, Heye Huang, Inhi Kim +1cs.AI2026-09-03
#17OBER+: Continuity-Aware Reporting and Traceable Continuous Improvement in Outcome-Based EducationElakkiya Rajasekarcs.LG2026-09-03
#18Proactive Service Agents: A Unified Decision Framework, Methods, and EvaluationYan Tang, Tingyu Cao, Yuanbo Tang +2cs.AI2026-09-03
#19Can LLMs Extract Architectural Design Decisions from Source Code Commits? - A Preliminary Exploratory StudyAmey Karan, Rudra Dhar, Mohamed Soliman +1cs.SE2026-09-03
#20The Impact of Synthetic Data Augmentation on Discourse-Pragmatic Function ClassificationSara Sorahi, Kevin Tang, Reza Kazemiancs.CL2026-09-03
#21Tree-Structured Vector Quantization For Efficient And Progressive Image CompressionXinkun Wang, Tianyi Xu, Qingyu Luo +4cs.CV2026-09-03
#22A computable representation of the physical laboratory enables verifiable workflowsXiaobo Li, Luyao Ge, Xiaohui Li +8cs.AI2026-09-03
#23ToolDF: Tool-Integrated Reasoning for Mixed-Authenticity Audio Deepfake DetectionTaewoo Kim, Young Han Lee, Nam In Park +1eess.AS2026-09-03
#24Drive-HWM: Hierarchical World Models for Dynamic-Latent Guided Autonomous DrivingZhaoxin Fan, Tianbao Zhang, Wenjun Wu +5cs.CV2026-09-03
#25Building Pretraining Data for World Models: An Unreal Engine-Based Pipeline for Action-Conditioned Video GenerationHaoyu Wang, Songchun Zhang, Haoran Li +3cs.CV2026-09-03
#26EPIC: Explicit Posterior Item Conditioning for Semantic ID Diffusion RecommendationTuan-Binh Tran, Thanh Tam Nguyen, Quoc Viet Hung Nguyen +3cs.IR2026-09-03
#27When Retrieval Helps: Selective Retrieval for Single-Turn Mental-Health QAHyunseo Oh, Chong-Kwon Kim, Yoonhyuk Choics.CL2026-09-03
#28Preprocessing Failure and Adversarial Detection in Depthwise-Separable Edge Vision SystemsJannatul Masruk Mukta, Rifa Sanjida, Adrita Rahman Tory +2cs.CV2026-09-03
#29Plan Pointers and Record-Directive Form in Budgeted Verification of Inherited Agent MemoryKazuki Nakayashikics.IR2026-09-03
#30Accountable AI with Grounded, Faithful, Consistent, Actionable Rationales: A Case Study in Clinical Trial Matching with VERDICTZikai Zhou, Yufei Jin, Yilin Xu +3cs.CL2026-09-03
#31DE-Venus: A Data-Efficient RLVR Framework for Large Language ModelsShenzhi Yang, Guangcheng Zhu, Kai Tang +11cs.LG2026-09-03
#32PACE: Towards Surfacing Hidden Conflicts in User RequestsYoojin Kim, Jihyoung Jang, Hyounghun Kimcs.CL2026-09-03
#33Speculative Macro Commit for Faster Tool-Using AgentsZeyu Liu, Souvik Kundu, Peter A. Beerelcs.AI2026-09-03
#34Counterfactual Fairness Audits of Multi-Step Clinical LLM Agents Require a Measured Per-Action Instability FloorRohith Reddy Bellibaltu, Manpreet Singh, Deepak Parashar +1cs.CL2026-09-02
#35The Analyst in the Prompt: Role, Retrieval, and Memory Biases in LLM Financial AnalysisAhmed Asaad, Amr Mohamed, Yang Zhang +1cs.CL2026-09-02
#36VoxReason: Listener-Free Evaluation of Source-Grounded Speech Planning Before SynthesisMengzhe Gengcs.SD2026-09-02
#37VeriPhy: Agentic Physical Reasoning for World Model Evaluation and RefinementWenzhuo Xu, Yuchen Zhu, Chongjian Ge +8cs.CV2026-09-02
#38Feasible but Not Safe: Constraint Violations and Report-Channel Attacks in Learned Cell-Free ISAC AssociationMehdi Zafari, Iman Mohammadi, A. Lee Swindlehurstcs.NI2026-09-02
#39LeanStream: A Speculate-and-Refine Streaming Framework for Efficient on-Device LLM InferenceRenyuan Liu, Yuyang Leng, Kaiyan Liu +7cs.LG2026-09-02
#40Population-Calibrated Graph Screening at 835-Million-Address Scale, with Label-Free Transfer to New ChainsYury Korolevcs.CR2026-09-02
#41ObserverBench: Testing Mechanistic Estimates for Intervention and ControlVijay Erramillics.LG2026-09-02
#42SolarWM: Open Data and Scalable Training for Long-Horizon Video World ModelsJunchao Huang, Guian Fang, Shengju Qian +15cs.CV2026-09-02
#43Discriminative World Models for Web AgentsKelvin Li, Dhruv Pendharkar, Anish Pahilajani +6cs.AI2026-09-02
#44Towards Trustworthy Autonomous Robots: An Explainable AI-Based Decision FrameworkCagri Temelcs.RO2026-09-02
#45Large Language Models (LLMs) for Telecom Root Cause Analysis (RCA): A Structured Reasoning Framework for Evidence-Grounded DiagnosisHao Zhou, Mandar Kulkarni, Hao Chen +3cs.AI2026-09-02
#46Dutch Books for Language ModelsIsaiah Andrews, Suproteem Sarkarecon.GN2026-09-02
#47Untangling the Mechanisms of Misleading Context in Medical Question AnsweringRobin Linzmayer, Noémie Elhadadcs.CL2026-09-02
#48CORAL: An LLM-Native Harness for Production Recommender SystemsMuhammad Rafay Azhar, Yuhang Zhou, Gilbert Jiang +7cs.CL2026-09-02
#49Toward Collective-Centric Evaluation of Preference Inference for Participatory DemocracyPierre-Antoine Lequeu, Salim Hafid, Paul Lerner +6cs.SI2026-09-02
#50Generating Medical Image Counterfactuals using Causal ExplanationsDavid A. Kelly, Tom Yaacov, Nathan Blake +2cs.CV2026-09-02

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