Papers
Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs
Paiheng Xu, Gang Wu, Xiang Chen et al.
SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models
Alessia De Santo, Lorenzo Malandri, Fabio Mercorio et al.
SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations
Ifeoluwa Wuraola, Daniel Marciniak, Nina Dethlefs
SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity
Ishani Mondal, Meera Bharadwaj, Ayush Roy et al.
SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems
Ernesto Luis Estevanell Valladares, Salima Lamsiyah, Alicia Picazo-Izquierdo et al.
"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis
Kushal Trivedi, Murtuza Shaikh, Sriyansh Sharma
SoS: Analysis of Surface over Semantics in Multilingual Text-To-Image Generation
Carolin Holtermann, Florian Schneider, Anne Lauscher
SpARK: An Embarrassingly Simple Sparse Watermarking in LLMs with Enhanced Text Quality
Duy Cao Hoang, Thanh Quoc Hung Le, Rui Chu et al.
Sparse Adapter Fusion for Continual Learning in NLP
Min Zeng, Xi Chen, Haiqin Yang et al.
Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs
Yiheng Yang, Yujie Wang, Chi Ma et al.
SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space
Viktoriia Zinkovich, Anton Antonov, Andrei Spiridonov et al.
SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving
Ashutosh Bajpai, Akshat Bhandari, Akshay Nambi et al.
Speaking on Their Behalf: Detecting Indirect Speech in Historical Danish and Norwegian Texts
Ali Al-Laith, Alexander Conroy, Kirstine Degn et al.
Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models
Yuanbo Tang, Naifan Zhang, Yan Tang et al.
Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks
Sergey Pankratov, Dan Alistarh
Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering
Praveen Venkateswaran, Danish Contractor
SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation
Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya
Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates
Mohamed Chenene, Jeanne Rouhier, Jean Daniélou et al.
STAMP: Selective Task-Aware Mechanism for Text Privacy
Fengwei Tian, Payel Bhattacharjee, Heidi Hanson et al.
StarFlow: Generating Structured Workflow Outputs From Sketch Images
Patrice Bechard, Chao Wang, Amirhossein Abaskohi et al.
Statistical Foundations of DIME: Risk Estimation for Practical Index Selection
Giulio D'Erasmo, Cesare Campagnano, Antonio Mallia et al.
Statistical Semantic Change Detection via Usage Similarities
Taichi Aida, Daichi Mochihashi, Hiroya Takamura et al.
Stay Focused: Problem Drift in Multi-Agent Debate
Jonas Becker, Lars Benedikt Kaesberg, Andreas Stephan et al.
Steering Large Language Models for Machine Translation Personalization
Daniel Scalena, Gabriele Sarti, Arianna Bisazza et al.
Steering Safely or Off a Cliff? Rethinking Specificity and Robustness in Inference-Time Interventions
Navita Goyal, Hal Daumé Iii