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conftrace_

decoder-only architecture

13 papers

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large language model (6) parameter-efficient fine-tuning (2) multimodal learning (2) attention mechanism (2) representation learning (2) ctc output (1) streaming transformer (1) long sequence (1) sequence transduction (1) decoder architecture (1)

Papers

Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025 Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025 Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation EMNLP 2025 Nesterov Method for Asynchronous Pipeline Parallel Optimization ICML 2025 NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction ICML 2025 RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025 Decoder-only Architecture for Streaming End-to-end Speech Recognition Interspeech 2024 Decoder-only Streaming Transformer for Simultaneous Translation ACL 2024 Investigating Decoder-only Large Language Models for Speech-to-text Translation Interspeech 2024 Online Knowledge Distillation of Decoder-Only Large Language Models for Efficient Speech Recognition Interspeech 2024 Unveiling Encoder-Free Vision-Language Models NeurIPS 2024 Achieving State-of-the-Art Multilingual Translation Model with Minimal Data and Parameters EMNLP 2023 Generating Wikipedia by Summarizing Long Sequences ICLR 2018