| 2026 | Say It Another Way: Auditing LLMs with a User-Grounded Automated Paraphrasing Framework. | Cla Chataigner, Rebecca Ma, Prakhar Ganesh, Yuhao Chen, Afaf Tak, Elliot Creager, Golnoosh Farnadi |
| 2026 | Document-Level Zero-Shot Relation Extraction with Entity Side Information. | Mohan Raj Chanthran, Lay-Ki Soon, Huey Fang Ong, Bhawani Selvaretnam |
| 2026 | CODMAS: A Dialectic Multi-Agent Collaborative Framework for Structured RTL Optimization. | Che-Ming Chang, Prashanth Vijayaraghavan, Ashutosh Jadhav, Charles Mackin, Hsinyu Tsai, Vandana V. Mukherjee, Ehsan Degan |
| 2026 | ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment. | Li-Yang Chang, Chih-Ming Chen, Hen-Hsen Huang, Ming-Feng Tsai, An-Zi Yen, Chuan-Ju Wang |
| 2026 | Multimodal Conversation Structure Understanding. | Kent K. Chang, Mackenzie Cramer, Anna Ho, Ti Ti Nguyen, Yilin Yuan, David Bamman |
| 2026 | Hearing Between the Lines: Unlocking the Reasoning Power of LLMs for Speech Evaluation. | Arjun Chandra, Kevin Miller, Venkatesh Ravichandran, Constantinos Papayiannis, Venkatesh Saligrama |
| 2026 | Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump's Presidential Campaigns. | Ilias Chalkidis, Stephanie Brandl, Paris Aslanidis |
| 2026 | Extending Audio Context for Long-Form Understanding in Large Audio-Language Models. | Yuatyong Chaichana, Pittawat Taveekitworachai, Warit Sirichotedumrong, Potsawee Manakul, Kunat Pipatanakul |
| 2026 | How Do Lexical Senses Correspond Between Spoken German and German Sign Language? | Melis elikkol, Wei Zhao |
| 2026 | RoSE: Round-robin Synthetic Data Evaluation for Selecting LLM Generators without Human Test Sets. | Jn Cegin, Branislav Pecher, Ivan Srba, Jakub Simko |
| 2026 | How DDAIR you? Disambiguated Data Augmentation for Intent Recognition. | Galo Castillo-Lpez, Alexis Lombard, Nasredine Semmar, Gal de Chalendar |
| 2026 | Argument Component Segmentation with Fine-Tuned Large Language Models. | Ettore Caputo, Sergio Greco, Lucio La Cava |
| 2026 | Completely Modular Fine-tuning for Dynamic Language Adaptation. | Zhe Cao, Yusuke Oda, Qianying Liu, Akiko Aizawa, Taro Watanabe |
| 2026 | Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models. | Qi Cao, Andrew Gambardella, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa |
| 2026 | Out of Style: RAG's Fragility to Linguistic Variation. | Tianyu Cao, Neel Bhandari, Akhila Yerukola, Akari Asai, Maarten Sap |
| 2026 | CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection. | Grace Byun, Rebecca Lipschutz, Sean T. Minton, Abigail Powers, Jinho D. Choi |
| 2026 | Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation. | Thomas F. Burns, Letitia Parcalabescu, Stephan Wldchen, Michael Barlow, Gregor Ziegltrum, Volker Stampa, Bastian Harren, Bjrn Deiseroth |
| 2026 | PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR. | James Burgess, Jan N. Hansen, Duo Peng, Yuhui Zhang, Alejandro Lozano, Min Woo Sun, Emma Lundberg, Serena Yeung-Levy |
| 2026 | SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation. | Sergio Burdisso, Sverin Baroudi, Yanis Labrak, David Grnert, Pawel Cyrta, Yiyang Chen, Srikanth R. Madikeri, Esa Villatoro-Tello, Ricard Marxer, Petr Motlcek |
| 2026 | A Survey on Multilingual Mental Disorders Detection from Social Media Data. | Ana-Maria Bucur, Marcos Zampieri, Tharindu Ranasinghe, Fabio Crestani |
| 2026 | Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives. | Daniel Brubaker, William Sheffield, Junyi Jessy Li, Kanishka Misra |
| 2026 | Are Multimodal LLMs Movie Buffs? | Carlo Bretti, Pascal Mettes, Nanne van Noord |
| 2026 | Beyond Multiple Choice: Evaluating Steering Vectors for Summarization. | Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2026 | ART: Attention-Regularized Transformers for Multi-Modal Robustness. | Mohammed Bouri, Mohammed Erradi, Adnane Saoud |
| 2026 | Persuasion at Play: Understanding Misinformation Dynamics in Demographic-Aware Human-LLM Interactions. | Angana Borah, Rada Mihalcea, Vernica Prez-Rosas |