Entity · technique

Incremental Context Expansion

techniqueactiveprovisionalincremental-context-expansion-dd98f201·1 events·first seen 34h ago

Aliases: Incremental Context Expansion

More like this (12)

Context-Driven Incremental Compression Context-Driven Incremental Compression for Multi-Turn Dialogue Generation ReContext Attention Expansion: Enhancing Keyphrase Extraction from Long Documents with Attention-Augmented Contextualized Embeddings End-to-End Context Compression at Scale Graph-Regularized Agentic Context Evolution Extending LLM Context via Associative Recurrent Memory Observe-and-Act Adaptive Context Selection Multi-Task Bayesian In-Context Learning Query Expansion context-rot In-Context Reward Adaptation

Recent events (1)

4arXiv · cs.CL·34h ago·source ↗

Spanish mental health NLP: domain-adapted models and Incremental Context Expansion for early risk detection

Researchers introduce three Spanish-language foundational models pre-trained on mental health domain data, alongside a novel automatic relabeling methodology called Incremental Context Expansion (ICE) for early disorder detection in social media posts. ICE identifies the minimal cumulative message window sufficient to evidence a disorder, generating more informative training samples and reducing detection latency. Evaluation on three Spanish benchmarks shows state-of-the-art improvements, and all models are publicly released.

Evaluation and Benchmarking Incremental Context Expansion