Papers
FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts
Ziyi Zhang, Zhen Sun, Zongmin Zhang et al.
Extracting Conceptual Spaces from LLMs Using Prototype Embeddings
Nitesh Kumar, Usashi Chatterjee, Steven Schockaert
B-REASO: A Multi-Level Multi-Faceted Bengali Evaluation Suite for Foundation Models
Md Tanzib Hosain, Md Kishor Morol
VeriFastScore: Speeding up long-form factuality evaluation
Rishanth Rajendhran, Amir Zadeh, Matthew Sarte et al.
HARE: an entity and relation centric evaluation framework for histopathology reports
Yunsoo Kim, Michal Wen Sheue Ong, Alex Shavick et al.
KoLEG: On-the-Fly Korean Legal Knowledge Editing with Continuous Retrieval
Jaehyung Seo, Dahyun Jung, Jaewook Lee et al.
Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search
Shuo Huang, Xingliang Yuan, Gholamreza Haffari et al.
Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models
Juraj Vladika, Mahdi Dhaini, Florian Matthes
INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent
Yuanlei Wang, Liuzhou Zhang, Haohao Luo et al.
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
Yirong Zeng, Xiao Ding, Yutai Hou et al.
DroidCall: A Dataset for LLM-powered Android Intent Invocation
Weikai Xie, Li Zhang, Shihe Wang et al.
S2LPP: Small-to-Large Prompt Prediction across LLMs
Liang Cheng, Tianyi Li, Zhaowei Wang et al.
EventRelBench: A Comprehensive Benchmark for Evaluating Event Relation Understanding in Large Language Models
Jie Gong, Biaoshuai Zheng, Qiwang Hu
Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs
Nandan Thakur, Crystina Zhang, Xueguang Ma et al.
Polish-English medical knowledge transfer: A new benchmark and results
Łukasz Grzybowski, Jakub Pokrywka, Michał Ciesiółka et al.
Self-Supervised Prompt Optimization
Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu et al.
Unveiling Multimodal Processing: Exploring Activation Patterns in Multimodal LLMs for Interpretability and Efficiency
Chuan Wu, Meng Su, Youxuan Fang et al.
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
Long Li, Weiwen Xu, Jiayan Guo et al.
NAP2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human
Shuo Huang, William Maclean, Xiaoxi Kang et al.
CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs
Qi Xu, Qian Liu, Hao Fei et al.
A Survey of Multilingual Reasoning in Language Models
Akash Ghosh, Debayan Datta, Sriparna Saha et al.
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework
Yifu Huo, Chenglong Wang, Qiren Zhu et al.
ImpRAG: Retrieval-Augmented Generation with Implicit Queries
Wenzheng Zhang, Xi Victoria Lin, Karl Stratos et al.
TR-MTEB: A Comprehensive Benchmark and Embedding Model Suite for Turkish Sentence Representations
Mehmet Selman Baysan, Tunga Gungor
FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models
Mingyang Song, Mao Zheng, Zheng Li et al.