| 2026 | RegNLI: Detecting Online Product Misbranding through Legal and Linguistic Alignment. | Diya Saha, Abhishek Bharadwaj Varanasi, Tirthankar Dasgupta, Manjira Sinha |
| 2026 | SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases. | AmirHossein Safdarian, Milad Mohammadi, Ehsan Jahanbakhsh, Mona Shahamat Naderi, Heshaam Faili |
| 2026 | GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval. | Faezeh Safari, Hang Dong, Zeyu Fu, Aline Villavicencio |
| 2026 | Attacker's Noise Can Manipulate Your Audio-based LLM in the Real World. | Vinu Sankar Sadasivan, Soheil Feizi, Rajiv Mathews, Lun Wang |
| 2026 | Do NOT Classify and Count: Hybrid Attribute Control Success Evaluation. | Felix Matthias Saaro, Pius von Dniken, Mark Cieliebak, Jan Milan Deriu |
| 2026 | Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance. | Jongwon Ryu, Joonhyung Park, Jaeho Han, Yeong-Seok Kim, Hye-Rin Kim, Sunjae Yoon, Junyeong Kim |
| 2026 | Exploring Iterative Controllable Summarization with Large Language Models. | Sangwon Ryu, Heejin Do, Daehui Kim, Hwanjo Yu, Dongwoo Kim, Yunsu Kim, Gary Lee, Jungseul Ok |
| 2026 | Lexical Popularity: Quantifying the Impact of Pre-training for LLM Performance. | Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, Tommaso Caselli |
| 2026 | The Pluralistic Moral Gap: Understanding Moral Judgment and Value Differences between Humans and Large Language Models. | Giuseppe Russo, Debora Nozza, Paul Rttger, Dirk Hovy |
| 2026 | Detection of Adversarial Prompts with Model Predictive Entropy. | Franziska Rubenbauer, Sebastian Steindl, Patrick Levi, Daniel Loebenberger, Ulrich Schfer |
| 2026 | Learning Nested Named Entity Recognition from Flat Annotations. | Igor Rozhkov, Natalia V. Loukachevitch |
| 2026 | Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement. | Diego Rossini, Lonneke van der Plas |
| 2026 | PATS: Personality-Aware Teaching Strategies with Large Language Model Tutors. | Donya Rooein, Sankalan Pal Chowdhury, Mariia Eremeeva, Yuan Qin, Debora Nozza, Mrinmaya Sachan, Dirk Hovy |
| 2026 | Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey. | Julia Romberg, Christopher Schrder, Julius Gonsior, Katrin Tomanek, Fredrik Olsson |
| 2026 | We Are What We Repeatedly Do: Improving Long Context Instruction Following. | Preston K. Robinette, Andrew Hard, Swaroop Ramaswamy, Ehsan Amid, Rajiv Mathews, Taylor T. Johnson |
| 2026 | KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge. | Alex Robertson, Huizhi Liang, Mahbub Gani, Rohit Kumar, Srijith Rajamohan |
| 2026 | BLUR: A Bi-Level Optimization Approach for LLM Unlearning. | Hadi Reisizadeh, Jinghan Jia, Zhiqi Bu, Bhanukiran Vinzamuri, Anil Ramakrishna, Kai-Wei Chang, Volkan Cevher, Sijia Liu, Mingyi Hong |
| 2026 | Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? | Sushant Kumar Ray, Gautam Siddharth Kashyap, Sahil Tripathi, Nipun Joshi, Vijay Govindarajan, Rafiq Ali, Jiechao Gao, Usman Naseem |
| 2026 | Can you map it to English? The Role of Cross-Lingual Alignment in the Multilingual Performance of LLMs. | Kartik Ravisankar, HyoJung Han, Sarah Wiegreffe, Marine Carpuat |
| 2026 | Lost in Formatting: How Output Formats Skew LLM Performance on Information Extraction. | Rishi Ravikumar, Nuhu Ibrahim, Riza Batista-Navarro |
| 2026 | Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital. | Moiz Rauf, Sean Papay |
| 2026 | Test-time Corpus Feedback: From Retrieval to RAG. | Mandeep Rathee, Venktesh V, Sean MacAvaney, Avishek Anand |
| 2026 | RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis. | Anku Rani, Aparna Garimella, Apoorv Saxena, Balaji Vasan Srinivasan, Paul Pu Liang |
| 2026 | Learning Multilingual Agentic Policy to Control Sycophancy. | Leonardo Ranaldi, Giulia Pucci |
| 2026 | Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Question Answering Task. | Leonardo Ranaldi |