Papers
Z3D: Zero-Shot 3D Visual Grounding from Images
Nikita Drozdov, Andrey Lemeshko, Nikita Gavrilov et al.
StructMem: Structured Memory for Long-Horizon Behavior in LLMs
Buqiang Xu, Yijun Chen, Jizhan Fang et al.
On the Hidden Objective Biases of Group-based Reinforcement Learning
Aleksandar Fontana, Marco Simoni, Giulio Rossolini et al.
Is a Document Educational or Just Wikipedia-Style? — Pitfalls of Classifier-Based Quality Filtering
Mateusz Klimaszewski, Piotr Andruszkiewicz
A Mechanistic Account of Attention Sinks in GPT-2: One Circuit, Broader Implications for Mitigation
Yuval Ran-Milo, Hila Ofek, Shahar Mendel
From Factuality to Meta-Factivity: A Cognitive Blueprint for Trustworthy LLMs
Liu Daohuan, Xia Lun, Yuer Wang et al.
Situated Embedding Models for Context-Aware Dense Retrieval
Junjie Wu, Jiangnan Li, Yuqing Li et al.
Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner
Guan-Ting Lin, Shih-Yun Shan Kuan, Jiatong Shi et al.
LaMI: Augmenting Large Language Models via Late Multi-Image Fusion
Guy Yariv, Idan Schwartz, Yossi Adi et al.
Does Self-Consistency Improve the Recall of Encyclopedic Knowledge?
Sho Hoshino, Ukyo Honda, Peinan Zhang
Punctuation-Steered Representation Fine-Tuning
Zheng Gong, Ying Sun, Ping Li et al.
Constructing coherent spatial memory in LLM agents through graph rectification
Puzhen Zhang, Xuyang Chen, Yu Feng et al.
TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards
Xiqiao Xiong, Ouxiang Li, Zhuo Liu et al.
SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification
Xin Tong, Weidong Zhang, Jiaang Li et al.
MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation
Chi-Hsiang Hsiao, Yi-Cheng Wang, Tzung-Sheng Lin et al.
Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization
Kerem Zaman, Shashank Srivastava
Reinforced Efficient Reasoning via Semantically Diverse Exploration
Ziqi Zhao, Zhaochun Ren, Jiahong Zou et al.
REMIND: Memorization and Unlearning in LLMs Through the Lens of Input Loss Landscapes
Liran Cohen, Yaniv Nemcovsky, Avi Mendelson
Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics
Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression
Jeongin Yun, Jaeri Lee, Jongjin Kim et al.
Typology-Aware Multilingual Morphosyntactic Parsing with Joint Abstract Node Modeling
Kutay Acar, Gülşen Eryiğit
Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling
Alaa Elsetohy, Sama Hadhoud, Haryo Akbarianto Wibowo et al.