Papers
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.
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction
Dong Shu, Tianle Chen, Mingyu Jin et al.
Constructing a Knowledge-Guided Mental Health Chatbot with LLMs
Xi Fan, Lishan Yang, Xiangyu Wang et al.
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure
Junyi Ye, Mengnan Du, Guiling Wang
Rethinking Literary Plagiarism in LLMs through the Lens of Copyright Laws
Huachen Tan, Moming Duan, Duo Liu et al.
Training LLMs with MXFP4
Albert Tseng, Tao Yu, Youngsuk Park
Stochastic Rounding for LLM Training: Theory and Practice
Kaan Ozkara, Tao Yu, Youngsuk Park
Faster WIND: Accelerating Iterative Best-of-$N$ Distillation for LLM Alignment
Tong Yang, Jincheng Mei, Hanjun Dai et al.