Papers
Test-Time Reasoners Are Strategic Multiple-Choice Test-Takers
Nishant Balepur, Atrey Desai, Rachel Rudinger
ReproEvalCard: A Reporting Standard for Reproducible Evaluation of LLM Pipelines
Priyaranjan Pattnayak, Apoorv Bhatia
Attention Under Attack: Analog Noise Effects and Mechanistic Vulnerabilities in Transformer Models
Mafizur Rahman, Lijun Qian
Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement Learning
Zhikun Xu, Xiaodong Yu, Ben Zhou et al.
Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data
Zhenwen Liang, Yujun Zhou, Sidi Lu et al.
Evolutionary Strategies at Scale lead to Catastrophic Forgetting
Immanuel Abdi, Akshat Gupta, Micah Mok et al.
LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs
Paolo Gajo, Domenic Rosati, Hassan Sajjad et al.
Anchoring Depends on Confidence and Post-Training in Language Models
Hillary N. Owusu, Naomi H. Feldman
Deep Kernel Fusion for Transformers
Zixi Zhang, Zhiwen Mo, Yiren Zhao et al.
Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization
Gongbo Zhang, Yifan Peng, Chunhua Weng
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.