Papers
MAPS: A Multilingual Benchmark for Agent Performance and Security
Omer Hofman, Jonathan Brokman, Oren Rachmil et al.
Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs
Zara Siddique, Irtaza Khalid, Liam Turner et al.
Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering
Haiyan Zhao, Xuansheng Wu, Fan Yang et al.
KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation
Jiabin Fan, Guoqing Luo, Michael Bowling et al.
How Important is ‘Perfect’ English for Machine Translation Prompts?
Patrícia Schmidtová, Niyati Bafna, Seth Aycock et al.
Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs
Paiheng Xu, Gang Wu, Xiang Chen et al.
SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving
Ashutosh Bajpai, Akshat Bhandari, Akshay Nambi et al.
Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Question Answering Task
Leonardo Ranaldi, Barry Haddow, Alexandra Birch
Complexity-aware fine-tuning
Andrey Goncharov, Daniil Vyazhev, Petr Sychev et al.
HiKE: Hierarchical Evaluation Framework for Korean-English Code-Switching Speech Recognition
Gio Paik, Yongbeom Kim, Soungmin Lee et al.
Towards Robust Evaluation of Visual Activity Recognition: Resolving Verb Ambiguity with Sense Clustering
Louie Hong Yao, Nicholas Jarvis, Tianyu Jiang
VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought
Eunsoo Lee, Jeongwoo Lee, Minki Hong et al.
VortexPIA: Indirect Prompt Injection Attack against LLMs for Efficient Extraction of User Privacy
Yu Cui, Sicheng Pan, Yifei Liu et al.
ART: Adaptive Reasoning Trees for Explainable Claim Verification
Sahil Wadhwa, Himanshu Kumar, Guanqun Yang et al.
The Price of Thought: A Multilingual Analysis of Reasoning, Performance, and Cost of Negotiation in Large Language Models
Sherzod Hakimov, Roland Bernard, Tim Leiber et al.
Exploring Iterative Controllable Summarization with Large Language Models
Sangwon Ryu, Heejin Do, Daehui Kim et al.
Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models
Maximilian Kreutner, Marlene Lutz, Markus Strohmaier
I Know, but I Don’t Know! How Persona Conflict Undermines Instruction Adherence in Large Language Models
Seonmin Koo, Jinsung Kim, Heuiseok Lim
Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities
Ting-Rui Chiang, Dani Yogatama
Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM Benchmarks
Go Inoue, Bashar Alhafni, Nizar Habash et al.
Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs
Honghao Liu, Xuhui Jiang, Chengjin Xu et al.
Geometric Interpretation of Layer Normalization and a Comparative Analysis with RMSNorm
Akshat Gupta, Atahan Ozdemir, Caoqinwei Gong et al.
Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study
Ghofrane Merhbene, Fabian Lecron, Philippe Fortemps et al.
JEEM: Vision-Language Understanding in Four Arabic Dialects
Karima Kadaoui, Hanin Atwany, Hamdan Al-Ali et al.
Unleashing the Unseen: Harnessing Benign Datasets for Jailbreaking Large Language Models
Wei Zhao, Zhe Li, Yige Li et al.