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Transformers

1,816 papers

Papers per year

Papers

GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024
Adventures of Trustworthy Vision-Language Models: A Survey AAAI 2024
Transformer-Empowered Multi-Modal Item Embedding for Enhanced Image Search in E-commerce AAAI 2024
BERTground: A Transformer-Based Model of Background Spectra on the ISS-Based NICER Space Telescope AAAI 2024
“Allot?” is “A Lot!” Towards Developing More Generalized Speech Recognition System for Accessible Communication AAAI 2024
Enhanced Optical Character Recognition by Optical Sensor Combined with BERT and Cosine Similarity Scoring (Student Abstract) AAAI 2024
LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL 2024
Long-Context Language Modeling with Parallel Context Encoding ACL 2024
CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending ACL 2024
OLIVE: Object Level In-Context Visual Embeddings ACL 2024
Self-Modifying State Modeling for Simultaneous Machine Translation ACL 2024
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024
Sign Language Translation with Sentence Embedding Supervision ACL 2024
LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models ACL 2024
Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
Revisiting Multimodal Transformers for Tabular Data with Text Fields ACL 2024
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024
Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision ACL 2024
ViHateT5: Enhancing Hate Speech Detection in Vietnamese With a Unified Text-to-Text Transformer Model ACL 2024
SMR: State Memory Replay for Long Sequence Modeling ACL 2024
CTC-based Non-autoregressive Textless Speech-to-Speech Translation ACL 2024
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble ACL 2024
Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion ACL 2024
Repurformer: Transformers for Repurposing-Aware Molecule Generation ACL 2024