| 2026 | Multi-Hall-SA: A Cross-lingual Benchmark for Multi-Type Hallucination Detection in Low-Resource South African Languages. | Sello Ralethe, Jan Buys |
| 2026 | Who You Are, What You Say: Intra- and Inter- Context Personality for Emotion Recognition in Conversation. | Tazeek Bin Abdur Rakib, Lay-Ki Soon, Wern Han Lim |
| 2026 | Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning. | Sara Rajaee, Rochelle Choenni, Ekaterina Shutova, Christof Monz |
| 2026 | CodeGuard: Improving LLM Guardrails in CS Education. | Nishat Raihan, Noah Erdachew, Jayoti Devi, Joanna C. S. Santos, Marcos Zampieri |
| 2026 | Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization. | Mizanur Rahman, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Shafiq Joty, Enamul Hoque |
| 2026 | MaskLoRA: Low-Rank Subspace-Induced Token Masking for Efficient and Faithful Language Models. | Rifat Rafiuddin |
| 2026 | Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data. | Paul Quinlan, Qingguo Li, Xiaodan Zhu |
| 2026 | Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts. | Peijun Qing, Xingjian Diao, Chiyu Ma, Saeed Hassanpour, Soroush Vosoughi |
| 2026 | Beyond Unified Models: A Service-Oriented Approach to Low Latency, Context Aware Phonemization for Real Time TTS. | Mahta Fetrat Qharabagh, Donya Navabi, Zahra Dehghanian, Morteza Abolghasemi, Hamid R. Rabiee |
| 2026 | NL2Logic: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models. | Rizky Ramadhana Putra, Raihan Sultan Pasha Basuki, Yutong Cheng, Peng Gao |
| 2026 | Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities. | Alberto Purpura, Li Wang, Sahil Badyal, Eugenio Beaufrand, Adam Faulkner |
| 2026 | Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue. | Sukannya Purkayastha, Nils Dycke, Anne Lauscher, Iryna Gurevych |
| 2026 | Teaching Old Tokenizers New Words: Efficient Tokenizer Adaptation for Pretrained Models. | Taido Purason, Pavel Chizhov, Ivan P. Yamshchikov, Mark Fishel |
| 2026 | Recursive numeral systems are highly regular and easy to process. | Ponrawee Prasertsom, Andrea Silvi, Jennifer Culbertson, Devdatt P. Dubhashi, Moa Johansson, Kenny Smith |
| 2026 | CAPID: Context-Aware PII Detection for Question-Answering Systems. | Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad, David B. Emerson, Shubhankar Mohapatra, Xi He |
| 2026 | Form and Meaning in Intrinsic Multilingual Evaluations. | Wessel Poelman, Miryam de Lhoneux |
| 2026 | Simultaneous Speech-to-Text Translation Web Application for Estonian. | Bohdan Podziubanchuk, Aivo Olev, Jiaming Kong, Tanel Alume |
| 2026 | Breaking the Illusion of Reasoning in Polish LLMs: Quality over Quantity of Thought. | Dzmitry Pihulski, Mikolaj Langner, Jan Eliasz, Przemyslaw Kazienko, Jan Kocon, Teddy Ferdinan |
| 2026 | Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists. | Michal Pietruszka, Lukasz Borchmann, Aleksander Jedrosz, Pawel Morawiecki |
| 2026 | Democratic or Authoritarian? Probing a New Dimension of Political Biases in Large Language Models. | David Guzman Piedrahita, Irene Strauss, Rada Mihalcea, Zhijing Jin |
| 2026 | What the Router Sees Matters: Funnel Pooling for Fast, Content Driven Expert Routing. | Josef Pichlmeier, Sebastian Nicolas Mueller, Jakob Sturm, Josef Drxl, Andr Luckow |
| 2026 | LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction. | Shengmin Piao, Jieun Lee, Sanghyun Park |
| 2026 | Learning to Ask: Multi-Decoder Fine-Tuning for Multi-Hop Visual Question Generation with External Knowledge. | Arpan Phukan, Manish Gupta, Asif Ekbal |
| 2026 | EduPulse: A Practical LLM-Enhanced Opinion Mining System for Vietnamese Student Feedback in Educational Platforms. | Nguyen Xuan Phuc, Phi Nguyen Xuan, Vinh-Tiep Nguyen, Thn Dang Van, Ngan Luu-Thuy Nguyen |
| 2026 | Machine translation Evaluation Eng-Thai MQM Ranking dataset. | Phichet Phuangrot, Natdanai Trintawat, Kanawat Vilasri, Yanapat Patcharawiwatpong, Pachara Boonsarngsuk, Nat Pavasant, Ekapol Chuangsuwanich |