| 2025 | To Labor is Not to Suffer: Exploration of Polarity Association Bias in LLMs for Sentiment Analysis. | Jiyu Chen, Sarvnaz Karimi, Diego Moll, Ccile Paris |
| 2025 | Hassles and Uplifts Detection on Social Media Narratives. | Jiyu Chen, Sarvnaz Karimi, Diego Moll, Andreas Duenser, Maria Kangas, Ccile Paris |
| 2025 | Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis. | Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao |
| 2025 | Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning. | Po-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2025 | Observing Micromotives and Macrobehavior of Large Language Models. | Yuyang Cheng, Xingwei Qu, Tomas Goldsack, Chenghua Lin, Chung-Chi Chen |
| 2025 | STAR: Self-Automated Back-Querying for Production Data Generation. | Kellen Tan Cheng, Anna Lisa Gentile, Chad DeLuca, Guang-Jie Ren |
| 2025 | BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG. | Ziwei Chen, Bernhard Bermeitinger, Christina Niklaus |
| 2025 | FB-RAG: Improving RAG with Forward and Backward Lookup. | Kushal Chawla, Alfy Samuel, Anoop Kumar, Daben Liu |
| 2025 | LLMForum-RAG: A Multilingual, Multi-domain Framework for Factual Reasoning via Weighted Retrieval and LLM Collaboration. | Soham Chaudhuri, Dipanjan Saha, Dipankar Das |
| 2025 | A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics. | Angeline Charles, Srikant Panda, Amit Agarwal, Hitesh Laxmichand Patel, Priyaranjan Pattnayak, Bhargava Kumar, Tejaswini Kumar |
| 2025 | From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning. | Kranti Chalamalasetti, Sherzod Hakimov, David Schlangen |
| 2025 | Quriosity: Analyzing Human Questioning Behavior and Causal Inquiry through Curiosity-Driven Queries. | Roberto Ceraolo, Dmitrii Kharlapenko, Ahmad Khan, Amlie Reymond, Rada Mihalcea, Bernhard Schlkopf, Mrinmaya Sachan, Zhijing Jin |
| 2025 | DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning. | Arie Cattan, Alon Jacovi, Alex Fabrikant, Jonathan Herzig, Roee Aharoni, Hannah Rashkin, Dror Marcus, Avinatan Hassidim, Yossi Matias, Idan Szpektor, Avi Caciularu |
| 2025 | How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? | Congfeng Cao, Zhi Zhang, Jelke Bloem, Khalil Sima'an |
| 2025 | How Reliable are Causal Probing Interventions? | Marc E. Canby, Adam Davies, Chirag Rastogi, Julia Hockenmaier |
| 2025 | Improving Document Retrieval Coherence for Semantically Equivalent Queries. | Stefano Campese, Alessandro Moschitti, Ivano Lauriola |
| 2025 | Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models. | Nghia Tuan Bui, Guergana K. Savova, Lijing Wang |
| 2025 | A Multimodal Recaptioning Framework to Account for Perceptual Diversity Across Languages in Vision-Language Modeling. | Kyle Buettner, Jacob Emmerson, Adriana Kovashka |
| 2025 | CodeEval: A pedagogical approach for targeted evaluation of code-trained Large Language Models. | Danny Brahman, Mohammad Mahoor |
| 2025 | Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation. | Leonid Boytsov, David Akinpelu, Nipun Katyal, Tianyi Lin, Fangwei Gao, Yutian Zhao, Jeffrey Huang, Eric Nyberg |
| 2025 | Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction. | Cdric Boscher, Shannon Bruderer, Christine Largeron, Vronique Eglin, Eld Egyed-Zsigmond |
| 2025 | OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning. | Zhenyu Bi, Meng Lu, Yang Li, Swastik Roy, Weijie Guan, Morteza Ziyadi, Xuan Wang |
| 2025 | ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models. | Biddut Sarker Bijoy, Mohammad Saqib Hasan, Pegah Alipoormolabashi, Avirup Sil, Aruna Balasubramanian, Niranjan Balasubramanian |
| 2025 | HiLearners: Non-Native Spoken Hindi Error Correction. | Sourava Kumar Behera, Rohit Saluja |
| 2025 | GARuD: Guided Alignment of Representations using Distillation for Ultra-Low-Resource Languages. | Debarchan Basu, Shashwat Bhardwaj, Vaibhav Sharma, Pooja Singh, Sandeep Kumar |