Papers
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion
Mingyang Wang, Alisa Stoll, Lukas Lange et al.
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases
Shanshan Xu, Santosh T.y.s.s, Yanai Elazar et al.
UTF: Under-trained Tokens as Fingerprints —— a Novel Approach to LLM Identification
Jiacheng Cai, Jiahao Yu, Yangguang Shao et al.
LongSafety: Enhance Safety for Long-Context LLMs
Mianqiu Huang, Xiaoran Liu, Shaojun Zhou et al.
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving
Zain Ul Abedin, Shahzeb Qamar, Lucie Flek et al.
Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems
William Hackett, Lewis Birch, Stefan Trawicki et al.
1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning
Wenkai Li, Liwen Sun, Zhenxiang Guan et al.
Guardians of Trust: Risks and Opportunities for LLMs in Mental Health
Miguel Baidal, Erik Derner, Nuria Oliver
What Counts Underlying LLMs’ Moral Dilemma Judgments?
Wenya Wu, Weihong Deng
Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence
Ariana Sahitaj, Premtim Sahitaj, Veronika Solopova et al.
Safe in Isolation, Dangerous Together: Agent-Driven Multi-Turn Decomposition Jailbreaks on LLMs
Devansh Srivastav, Xiao Zhang
StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking
Nikolai Rozanov, Marek Rei
FrontierScience Bench: Evaluating AI Research Capabilities in LLMs
Matthew Li, Santiago Torres-Garcia, Shayan Halder et al.
Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning
Saif Punjwani, Larry Heck
TeXpert: A Multi-Level Benchmark for Evaluating LaTeX Code Generation by LLMs
Sahil Kale, Vijaykant Nadadur
Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs
Tamjid Azad, Ibrahim Al Azher, Sagnik Ray Choudhury et al.
Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection
Gabriel Silva, Mário Rodriges, António Teixeira et al.
Comparing LLMs and BERT-based Classifiers for Resource-Sensitive Claim Verification in Social Media
Max Upravitelev, Nicolau Duran-Silva, Christian Woerle et al.
ClimateCheck2025: Multi-Stage Retrieval Meets LLMs for Automated Scientfic Fact-Checking
Anna Kiepura, Jessica Lam
A.M.P at SciHal2025: Automated Hallucination Detection in Scientific Content via LLMs and Prompt Engineering
Le Nguyen Anh Khoa, Thìn Đặng Văn
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation
Thanet Markchom, Tong Wu, Liting Huang et al.
NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs
Alberto Caballero, Alvaro Rodrigo, Roberto Centeno
CSIRO-LT at SemEval-2025 Task 11: Adapting LLMs for Emotion Recognition for Multiple Languages
Jiyu Chen, Necva Bölücü, Sarvnaz Karimi et al.