公開日 REaR: Retrieve, Expand and Refine for Effective Multitable Retrieval Rishita Agarwal, Himanshu Singhal, Peter Baile Chen, Manan Roy Choudhury, Dan Roth, Vivek Gupta ACL 2026 | July 2026
公開日 CrispEdit: Low-Curvature Projections for Scalable Non-Destructive LLM Editing Zarif Ikram, Arad Firouzkouhi, Stephen Tu, Mahdi Soltanolkotabi, Paria Rashidinejad ICML 2026 | July 2026
公開日 Position: Web Agents Should Use Typed Actions Instead of Click-Based Browsing Linxi Jiang, Rui Xi, Zhijie Liu, Shuo Chen, Zhiqiang Lin, Suman Nath International Conference on Machine Learning | July 2026
公開日 Evaluation Validity in Information Retrieval Paul Thomas, Nick Craswell, Mark Sanderson, Seth Spielman, Robert Sim, Ryen W. White International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2026
公開日 HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment Shei Pern Chua, Hao Wu, Qianli Ma, Fangzhao Wu July 2026 arXiv | July 2026
公開日 Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity Menglin Xia, Xuchao Zhang, Shantanu Dixit, Paramaguru Harimurugan, Rujia Wang, Victor Ruehle, Robert Sim, Chetan Bansal, Saravan Rajmohan ICML 2026 | July 2026
公開日 CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents Wenjie Fu, Xiaoting Qin, Jue Zhang, Qingwei Lin 林庆维, Lukas Wutschitz, Robert Sim, Saravan Rajmohan, Dongmei Zhang ACL Industry Track | July 2026
公開日 HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training Himanshu Dutta, Lokesh Nagalapatti, Yashoteja Prabhu International Conference on Machine Learning | July 2026 Spotlight Acceptance
公開日 Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement Qimin Zhong, Hao Liao, Haiming Qin, Mingyang Zhou, Rui Mao, Wei Chen, Naipeng Chao The 64th Annual Meeting of the Association for Computational Linguistics (ACL), Main Conference | July 2026