| 2025 | Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches. | Adithya Pratapa, Teruko Mitamura |
| 2025 | Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction. | Kritarth Prasad, Mohammadi Zaki, Pratik Rakesh Singh, Pankaj Wasnik |
| 2025 | VIT-Pro: Visual Instruction Tuning for Product Images. | Vishnu Prabhakaran, Purav Aggarwal, Vishruit Kulshreshtha, Arunita Das, Sahini Venkata Sitaram Sruti, Anoop Saladi |
| 2025 | Analysis of LLM as a grammatical feature tagger for African American English. | Rahul Porwal, Alice Rozet, Jotsna Gowda, Pryce Houck, Kevin Tang, Sarah Moeller |
| 2025 | Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks. | Samuele Poppi, Zheng-Xin Yong, Yifei He, Bobbie Chern, Han Zhao, Aobo Yang, Jianfeng Chi |
| 2025 | Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models. | Soham Poddar, Paramita Koley, Janardan Misra, Niloy Ganguly, Saptarshi Ghosh |
| 2025 | LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models. | Max Ploner, Jacek Wiland, Sebastian Pohl, Alan Akbik |
| 2025 | How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? | Sergey Pletenev, Maria Marina, Daniil Moskovskiy, Vasily Konovalov, Pavel Braslavski, Alexander Panchenko, Mikhail Salnikov |
| 2025 | From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis. | Moritz Plenz, Philipp Heinisch, Janosch Gehring, Philipp Cimiano, Anette Frank |
| 2025 | Decoding Hate: Exploring Language Models' Reactions to Hate Speech. | Paloma Piot, Javier Parapar |
| 2025 | Main Predicate and Their Arguments as Explanation Signals For Intent Classification. | Sameer Pimparkhede, Pushpak Bhattacharyya |
| 2025 | TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection. | Shengmin Piao, Sanghyun Park |
| 2025 | Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs. | Anirudh Phukan, Divyansh, Harshit Kumar Morj, Vaishnavi, Apoorv Saxena, Koustava Goswami |
| 2025 | Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation. | Hoang Pham, Thanh-Do Nguyen, Khac-Hoai Nam Bui |
| 2025 | CultureInstruct: Curating Multi-Cultural Instructions at Scale. | Viet Thanh Pham, Zhuang Li, Lizhen Qu, Gholamreza Haffari |
| 2025 | Multi-Conditional Ranking with Large Language Models. | Pouya Pezeshkpour, Estevam Hruschka |
| 2025 | Exploring Large Language Models for Hate Speech Detection in Rioplatense Spanish. | Juan Manuel Prez, Paula Miguel, Viviana Cotik |
| 2025 | An LLM-Based Approach for Insight Generation in Data Analysis. | Alberto Snchez Prez, Alaa Boukhary, Paolo Papotti, Luis Castejn Lozano, Adam Elwood |
| 2025 | VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning. | Yifan Peng, Krishna C. Puvvada, Zhehuai Chen, Piotr Zelasko, He Huang, Kunal Dhawan, Ke Hu, Shinji Watanabe, Jagadeesh Balam, Boris Ginsburg |
| 2025 | Measuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language. | Amalie Brogaard Pauli, Isabelle Augenstein, Ira Assent |
| 2025 | StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples. | Ajay Patel, Jiacheng Zhu, Justin Qiu, Zachary Horvitz, Marianna Apidianaki, Kathleen McKeown, Chris Callison-Burch |
| 2025 | SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use. | Hitesh Laxmichand Patel, Amit Agarwal, Arion Das, Bhargava Kumar, Srikant Panda, Priyaranjan Pattnayak, Taki Hasan Rafi, Tejaswini Kumar, Dong-Kyu Chae |
| 2025 | CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents. | Jeiyoon Park, Chanjun Park, Heuiseok Lim |
| 2025 | MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation. | Chanhee Park, Hyeonseok Moon, Chanjun Park, Heuiseok Lim |
| 2025 | Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models. | Hyunbyung Park, Sukyung Lee, Gyoungjin Gim, Yungi Kim, Dahyun Kim, Chanjun Park |