Benchmarking Reward Hack Detection in Code Environments via Contrastive Analysis.

Anand Kannappan

Darshan Deshpande Anand Kannappan Rebecca Qian Benchmarking Reward Hack Detection in Code Environments via Contrastive Analysis. 2026 January abs/2601.20103 CoRR https://doi.org/10.48550/arXiv.2601.20103 db/journals/corr/corr2601.html#abs-2601-20103 streams/journals/corr

Li Siyan Darshan Deshpande Anand Kannappan Rebecca Qian DETOUR: An Interactive Benchmark for Dual-Agent Search and Reasoning. 2026 February abs/2602.00352 CoRR https://doi.org/10.48550/arXiv.2602.00352 db/journals/corr/corr2602.html#abs-2602-00352 streams/journals/corr

Sky CH-Wang Darshan Girish Deshpande Smaranda Muresan Anand Kannappan Rebecca Qian Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning. 8317-8331 2025 ACL (1) https://aclanthology.org/2025.acl-long.406/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#CH-WangDMKQ25

Sky CH-Wang Darshan Deshpande Smaranda Muresan Anand Kannappan Rebecca Qian Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning. 2025 March abs/2503.19193 CoRR https://doi.org/10.48550/arXiv.2503.19193 db/journals/corr/corr2503.html#abs-2503-19193 streams/journals/corr

Darshan Deshpande Varun Gangal Hersh Mehta Jitin Krishnan Anand Kannappan Rebecca Qian TRAIL: Trace Reasoning and Agentic Issue Localization. 2025 May abs/2505.08638 CoRR https://doi.org/10.48550/arXiv.2505.08638 db/journals/corr/corr2505.html#abs-2505-08638 streams/journals/corr

Darshan Deshpande Varun Gangal Hersh Mehta Anand Kannappan Rebecca Qian Peng Wang MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments. 2025 October abs/2510.01353 CoRR https://doi.org/10.48550/arXiv.2510.01353 db/journals/corr/corr2510.html#abs-2510-01353 streams/journals/corr

Selvan Sunitha Ravi Bartosz Mielczarek Anand Kannappan Douwe Kiela Rebecca Qian Lynx: An Open Source Hallucination Evaluation Model. 2024 abs/2407.08488 CoRR https://doi.org/10.48550/arXiv.2407.08488 db/journals/corr/corr2407.html#abs-2407-08488 streams/journals/corr

Darshan Deshpande Selvan Sunitha Ravi Sky CH-Wang Bartosz Mielczarek Anand Kannappan Rebecca Qian GLIDER: Grading LLM Interactions and Decisions using Explainable Ranking. 2024 abs/2412.14140 CoRR https://doi.org/10.48550/arXiv.2412.14140 db/journals/corr/corr2412.html#abs-2412-14140 streams/journals/corr

Bertie Vidgen Hannah Rose Kirk Rebecca Qian Nino Scherrer Anand Kannappan Scott A. Hale Paul Röttger SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models. 2023 abs/2311.08370 CoRR https://doi.org/10.48550/arXiv.2311.08370 db/journals/corr/corr2311.html#abs-2311-08370

Pranab Islam Anand Kannappan Douwe Kiela Rebecca Qian Nino Scherrer Bertie Vidgen FinanceBench: A New Benchmark for Financial Question Answering. 2023 abs/2311.11944 CoRR https://doi.org/10.48550/arXiv.2311.11944 db/journals/corr/corr2311.html#abs-2311-11944

Sky CH-Wang Darshan DeshpandeDarshan Girish Deshpande Varun Gangal Scott A. Hale Pranab Islam Douwe Kiela Hannah KirkHannah Rose Kirk Jitin Krishnan Hersh Mehta Bartosz Mielczarek Smaranda Muresan Rebecca Qian Selvan Sunitha Ravi Paul Röttger Nino Scherrer Li Siyan Bertie Vidgen Peng Wang