| 2026 | AWARE: Agentic Knowledge Warehousing for Contextual Intelligence. | Hongjin Qian, Siqi Bao, Zhao Cao, Zheng Liu |
| 2026 | Current Agents Fail to Leverage World Model as Tool for Foresight. | Cheng Qian, Emre Can Acikgoz, Bingxuan Li, Xiusi Chen, Yuji Zhang, Bingxiang He, Qinyu Luo, Gokhan Tur, Dilek Hakkani-Tr, Yunzhu Li, Heng Ji |
| 2026 | Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning. | Jiachen Qian |
| 2026 | MCLE-Mol: Empowering LLM with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction. | Zhili Pu, Lantian Zhang, Hao Duan, Zhixing Zhang, Keyun Zhu, Yongqi Fan, Ruihui Hou, Tong Ruan, Yun Tang |
| 2026 | CaseFacts: A Benchmark for Legal Fact-Checking and Precedent Retrieval. | Akshith Reddy Putta, Jacob Daniel Devasier, Chengkai Li |
| 2026 | Decoding-Unlearning: Fact Forgetting via Entropy-Guided Inference. | Jingwen Pu, Mingjun Shi, Xinrui Ren, Yizhe Wang, Xinyu Zhang, Zhaokun Wang, Kun She |
| 2026 | Syntax as a Rosetta Stone: Universal Dependencies for In-Context Coptic Translation. | Abhishek Purushothama, Emma Thronson, Alexia Guo, Amir Zeldes |
| 2026 | From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step Reasoning. | Kiran Purohit, Ramasuri Narayanam, Soumyabrata Pal |
| 2026 | Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning. | Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang |
| 2026 | Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection. | Xiao Pu, Zepeng Cheng, Lin Yuan, Yu Wu, Xiuli Bi |
| 2026 | AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis. | Massimiliano Pronesti, Angelo Miculescu, Mohsin Kapdi, Paul Flanagan, Oisin Redmond, Joao H. Bettencourt-Silva, Gurdeep Singh Mannu, Spiros Denaxas, Rui Bebiano Da Providencia E. Costa, Anya Belz, Yufang Hou |
| 2026 | Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning. | Massimiliano Pronesti, Anya Belz, Yufang Hou |
| 2026 | PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation. | Lorenzo Proietti, Roman Grundkiewicz, Matt Post |
| 2026 | FedPAGR: Federated Prototype Alignment via Geometric Refinement for Heterogeneous Architectures. | Kris Prasad, Md Abdullah Al Hafiz Khan |
| 2026 | The Double Bind: Revisiting Preprinting and Peer Review Two Years After the Removal of the ACL Anonymity Period. | A Pranav, Shane Storks, Anne Lauscher |
| 2026 | NSF-CoT: Neuro-Symbolic Formal Verification of Chain-of-Thought Faithfulness in Contextual Question Answering. | Vishal Pramanik, Maisha Maliha, Nathaniel D. Bastian, Alvaro Velasquez, Susmit Jha, Sumit Kumar Jha |
| 2026 | Thesis Proposal: On the Granularity-Robustness Trade-off in Text-Derived Knowledge Graphs. | Surawat Pralomram |
| 2026 | Thesis Proposal: A Normalization-First Framework for Sound, Complete, and Utility-Ready Open Information Extraction. | Chandan Prakash, Pavan Kumar Chittimalli, Arnab Bhattacharya |
| 2026 | The olmOCR Project: Building Fully Open OCR using VLMs. | Jake Poznanski, Kyle Lo, Luca Soldaini |
| 2026 | Carefully Considering Culture: Analyzing LLM Alignment in Single- and Multi-Cultural Settings using Cultural Consensus Theory. | Krishna Pothugunta, John P. Lalor |
| 2026 | PL-MTEB: Polish Massive Text Embedding Benchmark. | Rafal Poswiata, Slawomir Dadas, Michal Wiktor Perelkiewicz |
| 2026 | Tracing Relational Knowledge Recall in Large Language Models. | Nicholas Popovic, Michael Frber |
| 2026 | SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? | Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Raymond Ng, Jann Railey Montalan, Thura Aung, Jian Gang Ngui, Yosephine Susanto, William-Chandra Tjhi, Panuthep Tasawong, Erik Cambria, Ekapol Chuangsuwanich, Sarana Nutanong |
| 2026 | Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval. | Joaqun Polonuer, Lucas Vittor, Iaki Arango, Ayush Noori, David A. Clifton, Luciano Del Corro, Marinka Zitnik |
| 2026 | Robertha: Eigenspectrum Regularized Attention for Robust Natural Language Understanding. | Andreia Podasca, Anup Das |