multilingual generation

Evaluating the Impact of SAE-based Language Steering on LLM Performance EACL 2026 Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models EACL 2026 Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ACL 2026 Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation ACL 2026 YNWAAZ at SemEval-2026 Task 1: Bridging the Semantic-Visual Gap: Multimodal Humor Generation SemEval 2026 Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities AAAI 2025 MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language EMNLP 2025 SRS-Stories: Vocabulary-constrained multilingual story generation for language learning 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 Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model AAAI 2024 Multilingual Generation in Abstractive Summarization: A Comparative Study COLING 2024 Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024 Towards Visual Text Design Transfer Across Languages NeurIPS 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 Surface Realization Shared Task 2019 (MSR19): The Team 6 Approach EMNLP 2019