Research Papers

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Can AI Understand Space? Testing LLMs' Spatial Reasoning

Alexey Tikhonov

Unlocking Sub-1-Bit LLMs: How Structured Binarization Breaks Barriers

Peijie Dong|Lujun Li|Yuedong Zhong|Dayou Du|Ruibo Fan|Yuhan Chen|Zhenheng Tang|Qiang Wang|Wei Xue|Yike Guo|Xiaowen Chu

Unlocking Opinions: How AI Decodes Stance in Text

Junxia Ma|Changjiang Wang|Hanwen Xing|Dongming Zhao|Yazhou Zhang

Can Robots Trust Your Directions? TrustNavGPT and the Science of Doubt

Xingpeng Sun|Yiran Zhang|Xindi Tang|Amrit Singh Bedi|Aniket Bera

Can AI Detect Hidden Drug Dangers? Meet MALADE

Jihye Choi|Nils Palumbo|Prasad Chalasani|Matthew M. Engelhard|Somesh Jha|Anivarya Kumar|David Page

Unlocking AI’s Potential: Zero-Shot Tool Retrieval with Re-Invoke

Yanfei Chen|Jinsung Yoon|Devendra Singh Sachan|Qingze Wang|Vincent Cohen-Addad|Mohammadhossein Bateni|Chen-Yu Lee|Tomas Pfister

Unlocking Automated End-to-End Testing: A Feature-Based Approach

Parsa Alian|Noor Nashid|Mobina Shahbandeh|Taha Shabani|Ali Mesbah

Unlocking Scientific Secrets: How AI is Revolutionizing Knowledge Extraction

Balaji Muralidharan|Hayden Beadles|Reza Marzban|Kalyan Sashank Mupparaju

Can AI Diagnose Illness Like a Doctor? A New Benchmark Reveals the Gap

Bowen Wang|Jiuyang Chang|Yiming Qian|Guoxin Chen|Junhao Chen|Zhouqiang Jiang|Jiahao Zhang|Yuta Nakashima|Hajime Nagahara

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