Transformers

A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention NeurIPS 2024 Applying Transfer Learning to German Metaphor Prediction COLING 2024 Approximation Rate of the Transformer Architecture for Sequence Modeling NeurIPS 2024 AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries AAAI 2024 Arabic Synonym BERT-based Adversarial Examples for Text Classification EACL 2024 AraTar: A Corpus to Support the Fine-grained Detection of Hate Speech Targets in the Arabic Language COLING 2024 ArcGeo: Localizing Limited Field-of-View Images Using Cross-View Matching WACV 2024 ARC-NLP at ClimateActivism 2024: Stance and Hate Speech Detection by Generative and Encoder Models Optimized with Tweet-Specific Elements EACL 2024 Are Articulatory Feature Overlaps Shrouded in Speech Embeddings? Interspeech 2024 Are Self-Attentions Effective for Time Series Forecasting? NeurIPS 2024 Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators? ICLR 2024 ARIES: A General Benchmark for Argument Relation Identification ACL 2024 Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning AAAI 2024 ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning ICLR 2024 AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields NeurIPS 2024 AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation NeurIPS 2024 ASEM: Enhancing Empathy in Chatbot through Attention-based Sentiment and Emotion Modeling COLING 2024 A Simple Image Segmentation Framework via In-Context Examples NeurIPS 2024 A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis ICLR 2024 A Simple LLM Framework for Long-Range Video Question-Answering EMNLP 2024 A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction ICLR 2024 Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models NeurIPS 2024 ASOS at ArAIEval Shared Task: Integrating Text and Image Embeddings for Multimodal Propaganda Detection in Arabic Memes ACL 2024 Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations AAAI 2024 Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation NeurIPS 2024