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EMNLP 2026

2 articles · Page 1 of 1
Machine Heart
Machine Heart
Sep 3, 2026 · Artificial Intelligence

EASE: Teaching Multimodal RL Where to Look, Not Just What to Answer

EASE introduces evidence-anchored spatial attention supervision to multimodal reinforcement learning with verifiable rewards, using annotated evidence bounding boxes to guide model attention toward relevant image regions during training, improving accuracy on visual reasoning benchmarks without inference overhead.

Attention MechanismEMNLP 2026Evidence Grounding
0 likes · 13 min read
EASE: Teaching Multimodal RL Where to Look, Not Just What to Answer
Xiaomi Tech
Xiaomi Tech
Aug 28, 2026 · Artificial Intelligence

Xiaomi's 8 EMNLP 2026 Papers: Mobile Agents, Efficient LLMs, Proactive AI

Xiaomi had eight papers accepted at EMNLP 2026, covering mobile GUI agents with self-evolving rewards and process reward agents, diffusion LLM training with informed masking, speculative decoding via early-layer collaboration, token-budgeted reasoning, neural architecture search with code semantics, and proactive mobile agents with pre-reasoning perception.

EMNLP 2026LLM efficiencyXiaomi
0 likes · 16 min read
Xiaomi's 8 EMNLP 2026 Papers: Mobile Agents, Efficient LLMs, Proactive AI