Papers
Vision-Language Models Align with Human Neural Representations in Concept Processing
Anna Bavaresco, Marianne De Heer Kloots, Sandro Pezzelle et al.
AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders
Georgii Aparin, Tasnima Sadekova, Alexey Rukhovich et al.
Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and Application
Haoyu Jiang, Fanjie Zeng, Boan Qu et al.
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
Kin Kwan Leung, Mouloud Belbahri, Yi Sui et al.
Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models
Qiao Liang, Yanjiang Liu, Weixiang Zhou et al.
When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training
Felicia Körner, Max Müller-Eberstein, Anna Korhonen et al.
MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection
Arkadiusz Modzelewski, Witold Sosnowski, Eleni Papadopulos et al.
Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool Calling
Benjamin Elder, Anupama Murthi, Jungkoo Kang et al.
LAILA: A Large Trait-Based Dataset for Arabic Automated Essay Scoring
May Bashendy, Walid Massoud, Sohaila Eltanbouly et al.
PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark
Robert Belanec, Branislav Pecher, Ivan Srba et al.
Safe-Unsafe Concept Separation Emerges from a Single Direction in Language Models Activation Space
Andrea Ermellino, Lorenzo Malandri, Fabio Mercorio et al.
Guided by the Plan: Enhancing Faithful Autoregressive Text-to-Audio Generation with Guided Decoding
Juncheng Wang, Zhe Hu, Chao Xu et al.
Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling
Anas Belfathi, Nicolas Hernandez, Monceaux Laura et al.
Do LLM hallucination detectors suffer from low-resource effect?
Debtanu Datta, Mohan Kishore Chilukuri, Yash Kumar et al.
Tug-of-war between idioms’ figurative and literal interpretations in LLMs
Soyoung Oh, Xinting Huang, Mathis Pink et al.
How Good Are LLMs at Processing Tool Outputs?
Kiran Kate, Yara Rizk, Poulami Ghosh et al.
Test-Time Scaling of Reasoning Models for Machine Translation
Zihao Li, Shaoxiong Ji, Jörg Tiedemann
MathEDU: Feedback Generation on Problem-Solving Processes for Mathematical Learning Support
Wei-Ling Hsu, Yu-Chien Tang, An-Zi Yen
DETECT: Determining Ease and Textual Clarity of German Text Simplifications
Maria Korobeynikova, Alessia Battisti, Lukas Fischer et al.
PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs
Manuel Frank, Haithem Afli
ViGoEmotions: A Benchmark Dataset For Fine-grained Emotion Detection on Vietnamese Texts
Tran Quang Hung, Pham Tien Nam, Son T. Luu et al.
Argumentation and Judgement Factors: LLM-based Discovery and Application in Insurance Disputes
Basit Ali, Anubhav Sinha, Nitin Ramrakhiyani et al.
Knowledge Augmentation Enhances Token Classification for Recipe Understanding
Nuhu Ibrahim, Robert Stevens, Riza Batista-Navarro
SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space
Viktoriia Zinkovich, Anton Antonov, Andrei Spiridonov et al.