Papers
SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases
AmirHossein Safdarian, Milad Mohammadi, Ehsan Jahanbakhsh Bashirloo et al.
Unsupervised Text Style Transfer for Controllable Intensity
Shuhuan Gu, Wenbiao Tao, Xinchen Ma et al.
Enhancing Reliability in Community Question Answering with an Expert-Oriented RAG System
Seyyede Zahra Aftabi, Saeed Farzi
MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning
Mahbub E Sobhani, Md. Faiyaz Abdullah Sayeedi, Tasnim Mohiuddin et al.
TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action
Chenyue Zhou, Gürkan Solmaz, Flavio Cirillo et al.
Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders
Mathis Le Bail, Jérémie Dentan, Davide Buscaldi et al.
Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish
Cedric Lothritz, Jordi Cabot, Laura Bernardy
Can LLMs Reason Like Doctors? Exploring the Limits of Large Language Models in Complex Medical Reasoning
Flavio Merenda, Jose Manuel Gomez-Perez, German Rigau
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion
Evgeniia Tokarchuk, Maya K. Nachesa, Sergey Troshin et al.
Aggregating Crowd of LLMs for Cost-Effective Data Annotation
Jiacheng Liu, Xiaofeng Hou
A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking
Xuan Luo, Yue Wang, Zefeng He et al.
Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin Tone
Shaivi Malik, Hasnat Md Abdullah, Sriparna Saha et al.
Bias in the East, Bias in the West: A Bilingual Analysis of LLM Political Bias on U.S.- and China-Related Issues
Ying Ying Lim, Paul Röttger
FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition
Jonas Golde, Patrick Haller, Alan Akbik
Can Calibration of Positional Encodings Enhance Long Context Utilization?
Tom Zehle, Matthias Aßenmacher
TIPA: Typologically Informed Parameter Aggregation
Stef Accou, Wessel Poelman
The Hidden Bias: A Study on Explicit and Implicit Political Stereotypes in Large Language Models
Konrad Löhr, Shuzhou Yuan, Michael Färber
Uncertainty Quantification for Evaluating Gender Bias in Machine Translation
Ieva Staliunaite, Julius Cheng, Andreas Vlachos
FOL-Traces: Verified First-Order Logic Reasoning Traces at Scale
Isabelle Lee, Sarah Liaw, Dani Yogatama
Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health
Trung Hieu Ngo, Adrien Bazoge, Solen Quiniou et al.
Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness
Luca Giordano, Simon Razniewski
SEAM: Bridging the Temporal-Semantic Granularity Gap for LLM-based Speech Recognition
Junseok Oh, Ji-Hwan Kim
MemeWeaver: Inter-Meme Graph Reasoning for Sexism and Misogyny Detection
Paolo Italiani, David Gimeno-Gómez, Luca Ragazzi et al.
Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains
Long S. T. Nguyen, Tho T. Quan