| 2026 | Discourse Graph Guided Document Translation with Large Language Models. | Viet-Thanh Pham, Minghan Wang, Hao-Han Liao, Thuy-Trang Vu |
| 2026 | VN-MTEB: Vietnamese Massive Text Embedding Benchmark. | Loc Pham, Tung Luu, Thu Vo, Minh Nguyen, Viet Hoang |
| 2026 | Query Decomposition for RAG: Balancing Exploration-Exploitation. | Roxana Petcu, Kenton Murray, Daniel Khashabi, Evangelos Kanoulas, Maarten de Rijke, Dawn J. Lawrie, Kevin Duh |
| 2026 | Hierarchical User Intent Inference with Knowledge Graph Grounding. | Tzu-Cheng Peng, Chien Chin Chen, Yung-Chun Chang |
| 2026 | Neural network embeddings recover value dimensions from psychometric survey items on par with human data. | Max Pellert, Clemens Lechner, Indira Sen, Markus Strohmaier |
| 2026 | Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story. | Vladislav Pedashenko, Laida Kushnareva, Yana Khassan Nibal, Eduard Tulchinskii, Kristian Kuznetsov, Vladislav Zharchinskii, Yury Maximov, Irina Piontkovskaya |
| 2026 | Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification. | Branislav Pecher, Jn Cegin, Rbert Belanec, Ivan Srba, Jakub Simko, Mria Bielikov |
| 2026 | MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning. | Vera Pavlova, Mohammed Makhlouf |
| 2026 | ILSIC: Corpora for Identifying Indian Legal Statutes from Queries by Laymen. | Shounak Paul, Raghav Dogra, Pawan Goyal, Saptarshi Ghosh |
| 2026 | Mapping the Course for Prompt-based Structured Prediction. | Matt Pauk, Maria Leonor Pacheco |
| 2026 | IndicJR: A Judge-Free Benchmark of Jailbreak Robustness in South Asian Languages. | Priyaranjan Pattnayak, Sanchari Chowdhuri |
| 2026 | Improving Language Identification for Code-Switched Speech: The Pivotal Role of Accented English. | Adyasha Patra, Dhiraj Kumar Sah, Preethi Jyothi |
| 2026 | DuwatBench: Bridging Language and Visual Heritage through an Arabic Calligraphy Benchmark for Multimodal Understanding. | Shubham Patle, Sara Ghaboura, Hania Tariq, Mohammad Usman Khan, Omkar Thawakar, Rao Muhammad Anwer, Salman H. Khan |
| 2026 | xLM: A Python Package for Non-Autoregressive Language Models. | Dhruvesh Patel, Durga Prasad Maram, Sai Sreenivas Chintha, Benjamin Rozonoyer, Andrew McCallum |
| 2026 | Multilingual-To-Multimodal (M2M): Unlocking New Languages with Monolingual Text. | Piyush Singh Pasi |
| 2026 | Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA. | Jongwoo Park, Kanchana Ranasinghe, Kumara Kahatapitiya, Wonjeong Ryu, Donghyun Kim, Michael S. Ryoo |
| 2026 | Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark. | Jieun Park, KyungTae Lim, Joon-ho Lim |
| 2026 | ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access. | Jiwoo Park, Ruoqi Liu, Avani Jagdale, Andrew Srisuwananukorn, Jing Zhao, Ping Zhang, Sachin Kumar |
| 2026 | PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling. | Sohhyung Park, Hyunji Kang, Sungzoon Cho, Dongil Kim |
| 2026 | Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks. | Sergey Pankratov, Dan Alistarh |
| 2026 | Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework. | Xinle Pang, Danding Wang, Qiang Sheng, Yifan Sun, Beizhe Hu, Juan Cao |
| 2026 | CORE: Measuring Multi-Agent LLM Interaction Quality under Game-Theoretic Pressures. | Punya Syon Pandey, Yongjin Yang, Jiarui Liu, Zhijing Jin |
| 2026 | Entity-aware Cross-lingual Claim Detection for Automated Fact-checking. | Rrubaa Panchendrarajan, Arkaitz Zubiaga |
| 2026 | BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation. | Tsung-Min Pai, Jui-I Wang, Li-Chun Lu, Shao-Hua Sun, Hung-yi Lee, Kai-Wei Chang |
| 2026 | HiKE: Hierarchical Evaluation Framework for Korean-English Code-Switching Speech Recognition. | Gio Paik, Yongbeom Kim, Soungmin Lee, Sangmin Ahn, Chan Woo Kim |