Papers
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.
Can Activation Steering Generalize Across Languages? A Study on Syllogistic Reasoning in Language Models
Gabriele Maraia, Leonardo Ranaldi, Marco Valentino et al.
ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks?
Alessio Cocchieri, Luca Ragazzi, Giuseppe Tagliavini et al.
PortOldBERT: Portuguese Historical Language Models
Tomas Freitas Osorio, Henrique Lopes Cardoso
AfriVox: Probing Multilingual and Accent Robustness of Speech LLMs
Busayo Awobade, Mardhiyah Sanni, Tassallah Abdullahi et al.
Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback
Osama Mohammed Afzal, Preslav Nakov, Tom Hope et al.
Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey
Julia Romberg, Christopher Schröder, Julius Gonsior et al.