Transformers

Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling ACL 2023 Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments EMNLP 2023 Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention EMNLP 2023 Synthetic Voice Spoofing Detection based on Feature Pyramid Conformer Interspeech 2023 T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023 T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics EMNLP 2023 TableVLM: Multi-modal Pre-training for Table Structure Recognition ACL 2023 TabMT: Generating tabular data with masked transformers NeurIPS 2023 TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second ICLR 2023 TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023 TALL: Thumbnail Layout for Deepfake Video Detection ICCV 2023 TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model ACL 2023 Target Active Speaker Detection with Audio-visual Cues Interspeech 2023 TarViS: A Unified Approach for Target-Based Video Segmentation CVPR 2023 Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation EMNLP 2023 Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering ACL 2023 TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding ICLR 2023 TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving CVPR 2023 TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023 Teaching Matters: Investigating the Role of Supervision in Vision Transformers CVPR 2023 Team Bias Busters at WASSA 2023 Empathy, Emotion and Personality Shared Task: Emotion Detection with Generative Pretrained Transformers ACL 2023 Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023 TeamEC at SemEval-2023 Task 4: Transformers vs. Low-Resource Dictionaries, Expert Dictionary vs. Learned Dictionary SemEval 2023 Team Error Point at BLP-2023 Task 1: A Comprehensive Approach for Violence Inciting Text Detection using Deep Learning and Traditional Machine Learning Algorithm EMNLP 2023 Team_Hawk at WASSA 2023 Empathy, Emotion, and Personality Shared Task: Multi-tasking Multi-encoder based transformers for Empathy and Emotion Prediction in Conversations ACL 2023