conftrace_

lightweight transformer

10 papers

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Co-occurring keywords · papers mentioning both

model compression (4) machine translation (3) lightweight model (2) efficient computing (2) neural machine translation (2) knowledge distillation (2) text classification (2) character-level language model (1) reference-free metric (1) adapter training (1)

Papers

Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025 RSSN at Multilingual Counterspeech Generation: Leveraging Lightweight Transformers for Efficient and Context-Aware Counter-Narrative Generation COLING 2025 EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics EMNLP 2023 Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking ICCV 2023 LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023 DictFormer: Tiny Transformer with Shared Dictionary ICLR 2022 HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers CVPR 2021 HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021 The NiuTrans System for the WMT 2021 Efficiency Task EMNLP 2021 Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model COLING 2020