Papers
Probing Functional Correctness in Diffusion Language Models
Guan-Ming Chiu, Jeng-Yue Liu
Think Less, Code Better: Probing When Chain-of-Thought Hurts and How to Route Around It
Rajarshi Ghoshal, Debadri Basak, Salma Emad Mahmoud Abdelhalim et al.
Peek2: Regex-free Byte-level Byte-Pair Encoding Pretokenizer for LLM Inference on Edge Devices
Liu Zai, Iraklis A. Klampanos
Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning?
Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini
Reflection in the Dark: Exposing and Escaping the Black Box in Reflective Prompt Optimization
Shiyan Liu, Qifeng Xia, Qiyun Xia et al.
Why Large Language Models can Secretly Outperform Embedding Similarity in Information Retrieval
Matei Benescu, Ivo Pascal de Jong
Claim Verification in the Age of Large Language Models: A Survey
Alphaeus Dmonte, Roland R Oruche, Marcos Zampieri et al.
Multi-Agent Reasoning Improves Compute Efficiency: Pareto-Optimal Test-Time Scaling
Florian Valentin Wunderlich, Lars Benedikt Kaesberg, Jan Philip Wahle et al.
GAMED.AI: A Hierarchical Multi-Agent Framework for Automated Educational Game Generation
Shiven Agarwal, Yash Shah, Ashish Raj Shekhar et al.
TartanMaroon: Multi-Agent Academic Advising with Iterative Negotiation and Transparent Collaboration
Peidi Dong, Houda Bouamor, Yunze Xiao et al.
AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse
Zhang Zhang, Shuqi Lu, Hongjin Qian et al.
Praat++: Multimedia Annotation System for Speech and Vocalization
Weiran Zhang, Kenny Q. Zhu
Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration
Yinghao Tang, Yupeng Xie, Yingchaojie Feng et al.
Spectra: A Mechanistic Interpretability Library for Vision-Language Models
Clement Neo, Yongsen Zheng, Kwok-Yan Lam et al.
SlideGuard: AI-Driven Evaluation of Graduate Student Presentation Materials
Nikolay Alekseevich Butakov, Maria Khodorchenko, Mazein Nikita et al.
DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA
Anirudh Iyengar Kaniyar Narayana Iyengar, Tampu Ravi Kumar, Manan Suri et al.
FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use
Suparno Roy Chowdhury, Tejas Anvekar, Manan Roy Choudhury et al.