Papers
How well do LLMs reason over tabular data, really?
Cornelius Wolff, Madelon Hulsebos
From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages
Artur Kiulian, Anton Polishko, Mykola Khandoga et al.
UAlign: LLM Alignment Benchmark for the Ukrainian Language
Andrian Kravchenko, Yurii Paniv, Nazarii Drushchak
Vuyko Mistral: Adapting LLMs for Low-Resource Dialectal Translation
Roman Kyslyi, Yuliia Maksymiuk, Ihor Pysmennyi
Transforming Causal LLM into MLM Encoder for Detecting Social Media Manipulation in Telegram
Anton Bazdyrev, Ivan Bashtovyi, Ivan Havlytskyi et al.
Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech.
Mikel Ngueajio, Flor Miriam Plaza-del-Arco, Yi-Ling Chung et al.
QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety
Taegyeong Lee, Jeonghwa Yoo, Hyoungseo Cho et al.
Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study
Faeze Ghorbanpour, Daryna Dementieva, Alexander Fraser
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation
Leon Fröhling, Gianluca Demartini, Dennis Assenmacher
Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt. Generation for Enhanced LLM Content Moderation
Daniel Schwarz, Dmitriy Bespalov, Zhe Wang et al.
A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance
Matteo Melis, Gabriella Lapesa, Dennis Assenmacher
Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification
Sebastian Loftus, Adrian Mülthaler, Sanne Hoeken et al.
Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR
Guilherme Nunes, Vitor Rolla, Duarte Pereira et al.
Injecting Structured Knowledge into LLMs via Graph Neural Networks
Zichao Li, Zong Ke, Puning Zhao
BARTABSA++: Revisiting BARTABSA with Decoder LLMs
Jan Pfister, Tom Völker, Anton Vlasjuk et al.
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs
Ankush Raut, Xiaofeng Zhu, Maria Leonor Pacheco
LLM Dependency Parsing with In-Context Rules
Michael Ginn, Alexis Palmer
LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation
Jiahao Yuan, Xingzhe Sun, Xing Yu et al.
LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction
Hongrui Xing, Xinzhang Liu, Zhuo Jiang et al.
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
Pei Wang, Keqing He, Yejie Wang et al.
Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs?
Wangyue Li, Liangzhi Li, Tong Xiang et al.
ChatASU: Evoking LLM’s Reflexion to Truly Understand Aspect Sentiment in Dialogues
Yiding Liu, Jingjing Wang, Jiamin Luo et al.