Transformers

MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition NeurIPS 2023 MIMT: Masked Image Modeling Transformer for Video Compression ICLR 2023 Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker ACL 2023 MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents ACL 2023 MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023 Misery Loves Complexity: Exploring Linguistic Complexity in the Context of Emotion Detection EMNLP 2023 MIST: Multi-Modal Iterative Spatial-Temporal Transformer for Long-Form Video Question Answering CVPR 2023 Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals NeurIPS 2023 Mixed-domain Language Modeling for Processing Long Legal Documents EMNLP 2023 MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers CVPR 2023 MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer ICLR 2023 Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models EMNLP 2023 ML-Decoder: Scalable and Versatile Classification Head WACV 2023 mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences EMNLP 2023 MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks EMNLP 2023 MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer ICCV 2023 mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations EMNLP 2023 MMTN: Multi-Modal Memory Transformer Network for Image-Report Consistent Medical Report Generation AAAI 2023 Mnemosyne: Learning to Train Transformers with Transformers NeurIPS 2023 Modality-Invariant Visual Odometry for Embodied Vision CVPR 2023 Model-assisted Lexical Tone Evaluation of three-year-old Chinese-speaking Children by also Considering Segment Production Interspeech 2023 Modelling Temporal Document Sequences for Clinical ICD Coding EACL 2023 Model-tuning Via Prompts Makes NLP Models Adversarially Robust EMNLP 2023 Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference ACL 2023 Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs AAAI 2023