conftrace_

multilingual generation

22 papers

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large language model (13587) low-resource language (2273) text generation (2913) multilingual nlp (1426) text-to-image generation (587) machine translation (2499) image generation (2073) cross-lingual generation (14) diffusion model (3751) instruction tuning (838)

Papers

Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ACL 2026
Evaluating the Impact of SAE-based Language Steering on LLM Performance EACL 2026
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation ACL 2026
Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models EACL 2026
SRS-Stories: Vocabulary-constrained multilingual story generation for language learning EMNLP 2025
MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language EMNLP 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure IJCNLP 2025
Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models NAACL 2025
Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities AAAI 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure AACL 2025
Multilingual Generation in Abstractive Summarization: A Comparative Study COLING 2024
Towards Visual Text Design Transfer Across Languages NIPS 2024
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024
Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model AAAI 2024
Understanding and Mitigating Language Confusion in LLMs EMNLP 2024
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings ACL 2022
Language-agnostic Semantic Consistent Text-to-Image Generation ACL 2022
Multichannel Generative Language Model: Learning All Possible Factorizations Within and Across Channels EMNLP 2020
Multilingual AMR-to-Text Generation EMNLP 2020
Surface Realisation Using Full Delexicalisation EMNLP 2019
Synchronously Generating Two Languages with Interactive Decoding IJCNLP 2019
Surface Realization Shared Task 2019 (MSR19): The Team 6 Approach EMNLP 2019