decoder-only model

Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models EACL 2026 Sequence Repetition Enhances Token Embeddings and Improves Sequence Labeling with Decoder-only Language Models EACL 2026 Tokenizer-Aware Cross-Lingual Adaptation of Decoder-Only LLMs through Embedding Relearning and Swapping EACL 2026 Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning AAAI 2026 Adapting LLMs for Minimal-edit Grammatical Error Correction ACL 2025 Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025 DONUT: A Decoder-Only Model for Trajectory Prediction ICCV 2025 High-Fidelity Simultaneous Speech-To-Speech Translation ICML 2025 ImpRAG: Retrieval-Augmented Generation with Implicit Queries EMNLP 2025 Improving Cross Lingual Transfer by Pretraining with Active Forgetting EMNLP 2025 LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias ICLR 2025 MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025 Scaling Laws for Multilingual Language Models ACL 2025 AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4 SemEval 2024 Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024 Embedded Named Entity Recognition using Probing Classifiers EMNLP 2024 Exploring the limits of decoder-only models trained on public speech recognition corpora Interspeech 2024 On the Effectiveness of Acoustic BPE in Decoder-Only TTS Interspeech 2024 PolyVoice: Language Models for Speech to Speech Translation ICLR 2024 Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task EMNLP 2024 An Efficient Conversational Smart Compose System ACL 2023 DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability SemEval 2023 BERTGen: Multi-task Generation through BERT ACL 2021