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Steering with Multilingual Lexicons for Sentiment Control in Low-Resource Languages

Paper recorded by Signals 4 on 2026-11-02 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-11-02 on arXiv · recorded by Signals 4 on 2026-11-03

Category: cs.CL · 自然语言处理 · first seen 2026-11-03

Abstract

Activation steering offers a lightweight mechanism for controlling model behavior, but existing methods depend on sentence-level contrastive data that is unavailable for most of the world's languages. We show that multilingual sentiment lexicons are a viable substitute across three model families: aggregated multilingual lexicons outperform English-derived steering vectors for mid- and low-resourc

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#20 most recent of 628 cs.CL papers we have recorded · ↑ newer: Characterizing When Language Models Take Harmful Actions to Protect Th · ↓ older: MultiInpaintCOCO: Fine-Grained Visual Understanding in Multiple Langua
Cite this page: Steering with Multilingual Lexicons for Sentiment Control in Low-Resource Languages: the #20 most recent of 628 cs.CL papers we have recorded (as of 2026-11-02). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/steering-with-multilingual-lexicons-for-sentiment-control-in-low-resource-langua.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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