Papers
Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech
Mohd Mujtaba Akhtar, Girish, Farhan Sheth et al.
Biasless Language Models Learn Unnaturally: How LLMs Fail to Distinguish the Possible from the Impossible
Imry Ziv, Nur Lan, Emmanuel Chemla
DIVINE : Coordinating Multimodal Disentangled Representations for Oro-Facial Neurological Disorder Assessment
Mohd Mujtaba Akhtar, Girish, Muskaan Singh
CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models
Paul Grundmann, Jan Frick, Dennis Fast et al.
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions
Pedro Henrique Luz de Araujo, Michael A. Hedderich, Ali Modarressi et al.
Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark
Yu Wu, Ke Shu, Jonas Fischer et al.
ConvApparel: A Benchmark Dataset and Validation Framework for User Simulators in Conversational Recommenders
Ofer Meshi, Krisztian Balog, Sally Goldman et al.
DuwatBench: Bridging Language and Visual Heritage through an Arabic Calligraphy Benchmark for Multimodal Understanding
Shubham Patle, Sara Ghaboura, Hania Tariq et al.
MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval
Delvin Ce Zhang, Suhan Cui, Zhelin Chu et al.
FFE-Hallu: Hallucinations in Fixed Figurative Expressions: A Benchmark of Idioms and Proverbs in the Persian Language
Faezeh Hosseini, Mohammadali Yousefzadeh, Yadollah Yaghoobzadeh
Investigating Language and Retrieval Bias in Multilingual Previously Fact-Checked Claim Detection
Ivan Vykopal, Antonia Karamolegkou, Jaroslav Kopčan et al.
From Delegates to Trustees: How Optimizing for Long-Term Interests Shapes Bias and Alignment in LLMs
Suyash Fulay, Jocelyn Zhu, Michiel A. Bakker
NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment
Antonia Karamolegkou, Angana Borah, Eunjung Cho et al.
INSURE-Dial: A Phase-Aware Conversational Dataset Benchmark for Compliance Verification and Phase Detection
Shubham Kulkarni, Alexander Lyzhov, Preetam Joshi et al.
Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models
Sriram Balasubramanian, Samyadeep Basu, Koustava Goswami et al.
Entropy-Gated Branching for Efficient Test-Time Reasoning
Xianzhi Li, Ethan Callanan, Abdellah Ghassel et al.
Persuasion at Play: Understanding Misinformation Dynamics in Demographic-Aware Human-LLM Interactions
Angana Borah, Rada Mihalcea, Veronica Perez-Rosas
Evaluating the Effect of Retrieval Augmentation on Social Biases
Tianhui Zhang, Yi Zhou, Danushka Bollegala
Evaluation and LLM-Guided Learning of ICD Coding Rationales
Mingyang Li, Viktor Schlegel, Tingting Mu et al.
CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement
Gaifan Zhang, Yi Zhou, Danushka Bollegala
Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction
Zhaoyue Sun, Gabriele Pergola, Yulan He
DITTO: A Spoofing Attack Framework on Watermarked LLMs via Knowledge Distillation
Hyeseon An, Shinwoo Park, Suyeon Woo et al.
SEMIROUTER: Sparse-Data Enhanced Routing for Adaptive Multi-LLM System
Zijie Wang, Xinyu Yan, Che Wang et al.
Bringing Emerging Architectures to Sequence Labeling in NLP
Ana Ezquerro, Carlos Gómez-Rodríguez, David Vilares
Recursive numeral systems are highly regular and easy to process
Ponrawee Prasertsom, Andrea Silvi, Jennifer Culbertson et al.