Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations
Qi Han Wong
https://t.co/hKxVVxMlRG [ππ.π²π» ππ.π°πΈ ππ.π²π]
π¬Code: https://t.co/VE3KiDHLQG
Not All Explanations Simulate Equally: Comparing Verbalized Feature Attributions and Self-Generated Rationales
Pingjun Hong, Benjamin Roth
https://t.co/SdfiqG4lxg [ππ.π²π»]
MiCU: End-to-End Smart Home Command Understanding with Large Language Model
Haowei Han, Kexin Hu, Weiwei Cai, Debiao Zhang, Bin Qin, Yuxiang Wang, Jiawei Jiang, Xiao Yan, Bo Du
https://t.co/VvChQ5FNHd [ππ.π²π» ππ.π°πΈ]
Deep Research as Rubric for Reinforcement Learning
Wangyi Mei, Zhouhong Gu, Zhenhan Bai, Yin Cai, Lefan Zhang, Zhenxin Ding, Bo Chen, Yan Gao, Yi Wu, Yao Hu, Jiaqing Liang, Deqing Yang
https://t.co/MTxulO2ytX [ππ.π²π»]
On the Generalization Gap in Self-Evolving Language Model Reasoning
Zhenting Qi, Susanna Maria Baby, Stefanie Anna Baby, Kan Yuan, Andrew Tomkins, Tu Vu, Da-Cheng Juan, Cyrus Rashtchian
https://t.co/de0n8HfvR8 [ππ.π²π»]
When Is 0.1% Enough? Analyzing the Combined Effects of Dimensionality Reduction and Quantization on Text Embedding Compression
Riku Kisako, Hayato Tsukagoshi, Ryohei Sasano
https://t.co/N20g6gvleV [ππ.π²π»]
MENTIS: What Belief Changes Under Alignment? Measuring Multi-Scale Latent Torsion in Language Models
Partha Pratim Saha, Samarth Raina, Mayur Parvatikar, Amit Dhanda, Vinija Jain, Aman Chadha, β¦
https://t.co/9Pja6Q0q5a [ππ.π²π» ππ.π°πΈ ππ.π»πΆ]
π¬Submitted to EMNLP 2026
Child-directed speech facilitates production, not comprehension, in BabyLMs
Bastian Bunzeck, Sina ZarrieΓ
https://t.co/DszQm1I5HK [ππ.π²π»]
π¬Accepted at CoNLL 2026
ExpWeaver: LLM Agents Learn from Experience via Latent RAG
Tao Feng, Tianyang Luo, Jingjun Xu, Zhigang Hua, Yan Xie, Shuang Yang, Ge Liu, Jiaxuan You
https://t.co/5QUIJpDYbU [ππ.π²π»]
PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects
Sicheng Yang, Shulan Ruan, Shiwei Wu, Yu Liu, Lu Fan, Zhi Li, You He
https://t.co/NEkHzXN8a3 [ππ.π²π» ππ.π°πΈ ππππ.π°π]