Transformers

FiLM Conditioning with Enhanced Feature to the Transformer-based End-to-End Noisy Speech Recognition Interspeech 2022 Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing NeurIPS 2022 Findings of the Shared Task on Detecting Signs of Depression from Social Media ACL 2022 Findings of the Shared Task on Speech Recognition for Vulnerable Individuals in Tamil ACL 2022 Finding Structural Knowledge in Multimodal-BERT ACL 2022 Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT ACL 2022 Fine-grained Contrastive Learning for Definition Generation AACL 2022 Fine-Tuning Image Transformers Using Learnable Memory CVPR 2022 Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees NeurIPS 2022 Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022 Fine-Tuning Pre-trained Transformers into Decaying Fast Weights EMNLP 2022 Fine-tuning Transformers with Additional Context to Classify Discursive Moves in Mathematics Classrooms NAACL 2022 FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness NeurIPS 2022 Flat Multi-modal Interaction Transformer for Named Entity Recognition COLING 2022 FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022 Flowformer: Linearizing Transformers with Conservation Flows ICML 2022 Flow-Guided Sparse Transformer for Video Deblurring ICML 2022 FNet: Mixing Tokens with Fourier Transforms NAACL 2022 Focal Modulation Networks NeurIPS 2022 Focus-Driven Contrastive Learning for Medical Question Summarization COLING 2022 Focused Concatenation for Context-Aware Neural Machine Translation EMNLP 2022 Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022 Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts NAACL 2022 Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022 ∞-former: Infinite Memory Transformer ACL 2022