| 2026 | Assessing Web Search Credibility and Response Groundedness in Chat Assistants. | Ivan Vykopal, Mats Pikuliak, Simon Ostermann, Marin Simko |
| 2026 | Investigating Language and Retrieval Bias in Multilingual Previously Fact-Checked Claim Detection. | Ivan Vykopal, Antonia Karamolegkou, Jaroslav Kopcan, Qiwei Peng, Tomas Javurek, Michal Gregor, Marin Simko |
| 2026 | Vietnamese Automatic Speech Recognition: A Revisit. | Thi Vu, Linh The Nguyen, Dat Quoc Nguyen |
| 2026 | DWA-KD: Dual-Space Weighting and Time-Warped Alignment for Cross-Tokenizer Knowledge Distillation. | Duc Trung Vu, Chi Pham Khanh, Phi Van Dat, Ngo Van Linh, Dinh Viet Sang, Trung Le |
| 2026 | SYMDIREC: A Neuro-Symbolic Divide-Retrieve-Conquer Framework for Enhanced RTL Synthesis and Summarization. | Prashanth Vijayaraghavan, Apoorva Nitsure, Luyao Shi, Charles Mackin, Ashutosh Jadhav, David Beymer, Ehsan Degan, Vandana V. Mukherjee |
| 2026 | ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation. | Akshay Verma, Swapnil Gupta, Siddharth Pillai, Prateek Sircar, Deepak Gupta |
| 2026 | SELENE: Selective and Evidence-Weighted LLM Debating for Efficient and Reliable Reasoning. | Akshay Verma, Swapnil Gupta, Deepak Gupta, Prateek Sircar, Siddharth Pillai |
| 2026 | SAFARI: A Community-Engaged Approach and Dataset of Stereotype Resources in the Sub-Saharan African Context. | Aishwarya Verma, Laud Ammah, Olivia Nercy Ndlovu Lucas, Andrew Zaldivar, Vinodkumar Prabhakaran, Sunipa Dev |
| 2026 | Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering. | Praveen Venkateswaran, Danish Contractor |
| 2026 | HARM: Learning Hate-Aware Reward Model for Evaluating Natural Language Explanations of Offensive Content. | Lorenzo Puppi Vecchi, Alceu de Souza Britto Jr., Emerson Cabrera Paraiso, Rafael M. O. Cruz |
| 2026 | Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas. | Justin Vasselli, Arturo Mp, Frederikus Hudi, Haruki Sakajo, Taro Watanabe |
| 2026 | Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient. | Clovis Varangot-Reille, Christophe Bouvard, Antoine Gourru |
| 2026 | MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory. | Vasudha Varadarajan, Hui Xu, Rebecca Astrid Boehme, Mariam Marlen Mirstrm, Sverker Sikstrm, H. Andrew Schwartz |
| 2026 | The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data. | Sunith Vallabhaneni, Thomas Berkane, Maimuna S. Majumder |
| 2026 | AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments. | Saeid Ario Vaghefi, Aymane Hachcham, Veronica Grasso, Nakiete Msemo, Chiara Colesanti Senni, Markus Leippold |
| 2026 | DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures. | Benno Uthayasooriyar, Antoine Ly, Franck Vermet, Caio Corro |
| 2026 | Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking. | Rheeya Uppaal, Phu Mon Htut, Min Bai, Nikolaos Pappas, Zheng Qi, Sandesh Swamy |
| 2026 | Attribute-Controlled Translation with Preference Optimization. | Inigo Jauregi Unanue, Najmeh Sadoughi, Vimal Bhat, Zhu Liu, Massimo Piccardi |
| 2026 | AfriMTEB and AfriE5: Benchmarking and Adapting Text Embedding Models for African Languages. | Kosei Uemura, Miaoran Zhang, David Ifeoluwa Adelani |
| 2026 | MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning. | Kosei Uemura, David Guzmn, Quang Phuoc Nguyen, Jesujoba Oluwadara Alabi, En-Shiun Annie Lee, David Ifeoluwa Adelani |
| 2026 | SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation. | Nobuhiro Ueda, Yuyang Dong, Krisztin Boros, Daiki Ito, Takuya Sera, Masafumi Oyamada |
| 2026 | ARGSBASE: A Multi-Agent Interface for Structured Human-AI Deliberation. | Frieso Turkstra, Sara Nabhani, Khalid Al Khatib |
| 2026 | Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks. | Masaya Tsunokake, Yuta Koreeda, Terufumi Morishita, Koichi Nagatsuka, Hikaru Tomonari, Yasuhiro Sogawa |
| 2026 | A Hybrid Supervised-LLM Pipeline for Actionable Suggestion Mining in Unstructured Customer Reviews. | Aakash Trivedi, Aniket Upadhyay, Pratik Narang, Dhruv Kumar, Praveen Kumar |
| 2026 | Redefining Retrieval Evaluation in the Era of LLMs. | Giovanni Trappolini, Florin Cuconasu, Simone Filice, Yoelle Maarek, Fabrizio Silvestri |