most citedCopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning

11 citations · 11 across the 2 of their papers we have counts for

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cs.AI2026

AGORA: Adapter-Grounded Observation-Action Retention for Inference-Free Prompt Compression in LLM Agents

Haoran Zhang, Zhaohua Sun

The token-level extractive compressors widely used for general LM context are structurally inappropriate for LLM agents: across 17 (env, backbone, method) cells spanning two indepe…