https://seongtaehong.github.io/ https://seongtaehong.github.io/publications/2026-mlaire-multilingual-language-aware-information-retrieval/ https://seongtaehong.github.io/publications/2026-reducing-representational-interference-retrieval-embeddings-trainable-prefix-tokens/ https://seongtaehong.github.io/publications/2026-skin-deep-geometric-diagnostic-alignment-fragility/ https://seongtaehong.github.io/publications/2026-distilling-directional-verification/ https://seongtaehong.github.io/publications/2026-refusal-localizes-damage-relocates-safety-layers/ https://seongtaehong.github.io/publications/2026-dart-draft-agreement-routing-training-free/ https://seongtaehong.github.io/publications/2026-shift-semantic-harmonization-index-side-feature/ https://seongtaehong.github.io/publications/2026-mimo-multilingual-information-retrieval-monolingual-objectives/ https://seongtaehong.github.io/publications/2026-sembridge-language-transfer-sparse-encoders-multilingual/ https://seongtaehong.github.io/publications/2026-renderrank-learning-rerank-text-compressed-visual-tokens/ https://seongtaehong.github.io/publications/2026-activation-kv-cache-sparsity-cross-llm-decoding/ https://seongtaehong.github.io/publications/2026-vision-not-overhead-one-pass-block-drafting/ https://seongtaehong.github.io/publications/2026-funnel-thoughts-efficient-test-time-scaling/ https://seongtaehong.github.io/publications/2026-lamar-open-language-aware-multilingual-alignment-reranker/ https://seongtaehong.github.io/publications/2026-improving-korean-english-cross-lingual-retrieval/ https://seongtaehong.github.io/publications/2026-beyond-hard-negatives-importance-score-distribution/ https://seongtaehong.github.io/publications/2026-query-synergy-leveraging-high-resource-languages/ https://seongtaehong.github.io/publications/2026-i-dont-need-solution-i-need/ https://seongtaehong.github.io/publications/2026-clear-cross-lingual-enhancement-retrieval-reverse/ https://seongtaehong.github.io/publications/2026-beyond-penalizing-mistakes-stabilizing-efficiency-training/ https://seongtaehong.github.io/publications/2026-rescaling-mlm-head-neural-sparse-retrieval/ https://seongtaehong.github.io/publications/2026-improving-semantic-proximity-english-centric-information/ https://seongtaehong.github.io/publications/2026-semantic-fragment-similarity-representation-learning-information/ https://seongtaehong.github.io/publications/2025-metric-calculating-benchmark-code-verifiable-complicate/ https://seongtaehong.github.io/publications/2025-cross-lingual-optimization-language-transfer-large/ https://seongtaehong.github.io/publications/2025-revise-framework-revising-ocred-text-practical/ https://seongtaehong.github.io/publications/2025-ambiguity-accuracy-transformative-effect-coreference-resolution/ https://seongtaehong.github.io/publications/2025-semantic-aware-linear-transfer-by-recycling/ https://seongtaehong.github.io/publications/2025-migrate-cross-lingual-adaptation-domain-specific/ https://seongtaehong.github.io/publications/2024-intelligent-predictive-maintenance-rag-framework-power/ https://seongtaehong.github.io/publications/2024-translation-multifaceted-data-without-re-training/ https://seongtaehong.github.io/publications/2024-kocommongen-v2-benchmark-navigating-korean-commonsense/