Transformers

Investigating grammatical abstraction in language models using few-shot learning of novel noun gender EACL 2024 INViTE: INterpret and Control Vision-Language Models with Text Explanations ICLR 2024 I/O Complexity of Attention, or How Optimal is FlashAttention? ICML 2024 IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images CVPR 2024 IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction WACV 2024 Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability ICLR 2024 ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations SemEval 2024 Is Mamba Capable of In-Context Learning? AutoML 2024 Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NeurIPS 2024 IT5: Text-to-text Pretraining for Italian Language Understanding and Generation COLING 2024 It Ain’t That Bad: Understanding the Mysterious Performance Drop in OOD Generalization for Generative Transformer Models IJCAI 2024 ITER: Iterative Transformer-based Entity Recognition and Relation Extraction EMNLP 2024 iTransformer: Inverted Transformers Are Effective for Time Series Forecasting ICLR 2024 IUST at ClimateActivism 2024: Towards Optimal Stance Detection: A Systematic Study of Architectural Choices and Data Cleaning Techniques EACL 2024 iVideoGPT: Interactive VideoGPTs are Scalable World Models NeurIPS 2024 Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains COLING 2024 Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization ICML 2024 Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article Using Transformer-based Models COLING 2024 JGU Mainz’s Submission to the AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2024 Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever EMNLP 2024 Joint Depth Prediction and Semantic Segmentation With Multi-View SAM WACV 2024 Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification AAAI 2024 Jointly Training Large Autoregressive Multimodal Models ICLR 2024 Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control Interspeech 2024 JoMA: Demystifying Multilayer Transformers via Joint Dynamics of MLP and Attention ICLR 2024