Publication Tag-grounded Visual Instruction Tuning with Retrieval Augmentation Daiqing Qi, H Zhao, Z Wei, S Li Empirical Methods in Natural Language Processing, Main Track (EMNLP)
Publication Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models Yurong Liu, Yeye He, Haoyu Dong, Junjie Xing, Shi Han, Dongmei Zhang, Surajit Chaudhuri July 2026 arXiv | July 2026
Publication Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes Yuhao Tan, Zhibang Yang, Fangkai Yang, Yuan Yao, Yu Kang, Lu Wang, Pu Zhao, Xin Zhang, Xiaoxing Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang July 2026 arXiv | July 2026
Publication Rushes: A Human Preference Dataset for Pluralistic Alignment Michael Xu, Jorge J. G. Leandro, Sudha Rao, Weijia Xu, Nebojsa Jojic, Gabriel DesGarennes, Chris Quirk, Bill Dolan July 2026 arXiv | July 2026
Publication What humanity needs to flourish in the next decade E. Glen Weyl, James Evans, Chris White Noema | July 2026
Publication The Price of Hidden Curvature: An Ω˜(d5/4T−−√) Lower Bound for Bandit Convex Optimization Nived Rajaraman July 2026 arXiv | July 2026
Publication XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Ruichun Ma, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo July 2026 arXiv | July 2026
Publication ATLAS: A Foundation Neural Sampler for Amorphous Materials Mouyang Cheng, Denis Blessing, Botao Yu, Gerhard Neumann, Mingda Li, Carles Domingo-Enrich, Yuanqi Du July 2026 arXiv | July 2026
Publication LakeQuest: A Three-Domain Benchmark for Grounded Question Answering across Data Lakes Michael Solodko, Steven Gong, Guangwei Yu, S. Gorti, Jesse C. Cresswell, Victor Zhong 2026 COLM | July 2026
Publication Enabling Multi-Dimensional Distributed Trace Comparison with Contrast Vaastav Anand, Rodrigo Fonseca, Jonathan Mace, Antoine Kaufmann July 2026 arXiv | July 2026