| 2025 | Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use. | Mohit Chandra, Siddharth Sriraman, Gaurav Verma, Harneet Singh Khanuja, Jose Suarez Campayo, Zihang Li, Michael L. Birnbaum, Munmun De Choudhury |
| 2025 | LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs? | Jn Cegin, Jakub Simko, Peter Brusilovsky |
| 2025 | Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations. | Yong Cao, Haijiang Liu, Arnav Arora, Isabelle Augenstein, Paul Rttger, Daniel Hershcovich |
| 2025 | Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue. | Jieming Cao, Chen Huang, Yanan Zhang, Ruibo Deng, Jincheng Zhang, Wenqiang Lei |
| 2025 | Lessons from a User Experience Evaluation of NLP Interfaces. | Eduardo Cal, Lydia Penkert, Saad Mahamood |
| 2025 | On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. | Nitay Calderon, Roi Reichart |
| 2025 | Handling Missing Entities in Zero-Shot Named Entity Recognition: Integrated Recall and Retrieval Augmentation. | Ruichu Cai, Junhao Lu, Zhongjie Chen, Boyan Xu, Zhifeng Hao |
| 2025 | SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis. | Hengxing Cai, Xiaochen Cai, Junhan Chang, Sihang Li, Lin Yao, Changxin Wang, Zhifeng Gao, Hongshuai Wang, Yongge Li, Mujie Lin, Shuwen Yang, Jiankun Wang, Mingjun Xu, Jin Huang, Xi Fang, Jiaxi Zhuang, Yuqi Yin, Yaqi Li, Changhong Chen, Zheng Cheng, Zifeng Zhao, Linfeng Zhang, Guolin Ke |
| 2025 | Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Senses. | Samuel Cahyawijaya, Ruochen Zhang, Jan Christian Blaise Cruz, Holy Lovenia, Elisa Gilbert, Hiroki Nomoto, Alham Fikri Aji |
| 2025 | High-Dimension Human Value Representation in Large Language Models. | Samuel Cahyawijaya, Delong Chen, Yejin Bang, Leila Khalatbari, Bryan Wilie, Ziwei Ji, Etsuko Ishii, Pascale Fung |
| 2025 | Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity. | Yuji Byun, Jaeho Lee |
| 2025 | Aligning Black-box Language Models with Human Judgments. | Gerrit J. J. van den Burg, Gen Suzuki, Wei Liu, Murat Sensoy |
| 2025 | Multi³Hate: Multimodal, Multilingual, and Multicultural Hate Speech Detection with Vision-Language Models. | Minh Duc Bui, Katharina von der Wense, Anne Lauscher |
| 2025 | Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF. | Yuyan Bu, Liangyu Huo, Yi Jing, Qing Yang |
| 2025 | GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization. | Margarita Bugueo, Hazem Abou Hamdan, Gerard de Melo |
| 2025 | Pula: Training Large Language Models for Setswana. | Nathan Brown, Vukosi Marivate |
| 2025 | An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them. | Creston Brooks, Johannes Haubold, Charlie Cowen-Breen, Jay White, Desmond DeVaul, Frederick Riemenschneider, Karthik R. Narasimhan, Barbara Graziosi |
| 2025 | Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages. | Jannik Brinkmann, Chris Wendler, Christian Bartelt, Aaron Mueller |
| 2025 | GLiREL - Generalist Model for Zero-Shot Relation Extraction. | Jack Boylan, Chris Hokamp, Demian Gholipour Ghalandari |
| 2025 | Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair. | Maksim Borisov, Zhanibek Kozhirbayev, Valentin Malykh |
| 2025 | Investigating Human Values in Online Communities. | Nadav Borenstein, Arnav Arora, Lucie-Aime Kaffee, Isabelle Augenstein |
| 2025 | FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text. | Varich Boonsanong, Vidhisha Balachandran, Xiaochuang Han, Shangbin Feng, Lucy Lu Wang, Yulia Tsvetkov |
| 2025 | Towards Unified, Dynamic and Annotation-based Visualisations and Exploration of Annotated Big Data Corpora with the Help of Unified Corpus Explorer. | Kevin Bnisch, Giuseppe Abrami, Alexander Mehler |
| 2025 | Pisets: A Robust Speech Recognition System for Lectures and Interviews. | Ivan Bondarenko, Daniil Grebenkin, Oleg Sedukhin, Mikhail Klementev, Roman Derunets, Lyudmila Budneva |
| 2025 | METAPHORSHARE: A Dynamic Collaborative Repository of Open Metaphor Datasets. | Joanne Boisson, Arif Mehmood, Jos Camacho-Collados |