What is recorded here?
Added trainable residual adapter capacity with domain-aware gating, near-neutral initialization and local sparsity/domain objectives, jointly studying data mixing and training for new-language extension.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits adapters and mixture-of-experts components. Near-zero original-domain residuals and retained performance are approximate and empirically tested, not exact non-forgetting guarantees; additional capacity and mixed-data training incur costs.
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People and systems
Franck Signe Talla; Hervé Jégou; Édouard Grave
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Neutral residues: gated capacity extension with reduced forgetting
Added trainable residual adapter capacity with domain-aware gating, near-neutral initialization and local sparsity/domain objectives, jointly studying data mixing and training for new-language extension.
Scientific scope
Inherits adapters and mixture-of-experts components. Near-zero original-domain residuals and retained performance are approximate and empirically tested, not exact non-forgetting guarantees; additional capacity and mixed-data training incur costs.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Franck Signe Talla; Hervé Jégou; Édouard Grave
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.