Papers
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J Kim
Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings
Sangwon Yu, Jongyoon Song, Heeseung Kim et al.
Learning Token-Based Representation for Image Retrieval
Hui Wu, Min Wang, Wengang Zhou et al.
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation
Tianyu Liu, Yizhe Zhang, Chris Brockett et al.
Pre-trained Token-replaced Detection Model as Few-shot Learner
Zicheng Li, Shoushan Li, Guodong Zhou
Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition
Jonathan Kamp, Lisa Beinborn, Antske Fokkens
ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-Wise Semantic Alignment and Generation
Jianan Wang, Guansong Lu, Hang Xu et al.
Not All Tokens Are Equal: Human-Centric Visual Analysis via Token Clustering Transformer
Wang Zeng, Sheng Jin, Wentao Liu et al.
PPT: Token-Pruned Pose Transformer for Monocular and Multi-View Human Pose Estimation
Haoyu Ma, Zhe Wang, Yifei Chen et al.
Improved Masked Image Generation with Token-Critic
José Lezama, Huiwen Chang, Lu Jiang et al.
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation
Jannis Bulian, Christian Buck, Wojciech Gajewski et al.
Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation
Junpeng Liu, Kaiyu Huang, Jiuyi Li et al.
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval
Wei Zhong, Jheng-Hong Yang, Yuqing Xie et al.
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models
Siddhant Arora, Siddharth Dalmia, Brian Yan et al.
Unsupervised Token-level Hallucination Detection from Summary Generation By-products
Andreas Marfurt, James Henderson
A Token-pair Framework for Information Extraction from Dialog Transcripts in SereTOD Challenge
Chenyue Wang, Xiangxing Kong, Mengzuo Huang et al.
Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph
Dacheng Yin, Xuanchi Ren, Chong Luo et al.
Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings
Naoyuki Kanda, Jian Wu, Yu Wu et al.
Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire
Zhiyun Fan, Zhenlin Liang, Linhao Dong et al.
Streaming Multi-Talker ASR with Token-Level Serialized Output Training
Naoyuki Kanda, Jian Wu, Yu Wu et al.
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
Yixuan Su, Fangyu Liu, Zaiqiao Meng et al.
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks
Chin-Lun Fu, Zih-Ching Chen, Yun-Ru Lee et al.
AttCAT: Explaining Transformers via Attentive Class Activation Tokens
Yao Qiang, Deng Pan, Chengyin Li et al.
Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization
Huaibo Huang, Xiaoqiang Zhou, Ran He
VITA: Video Instance Segmentation via Object Token Association
Miran Heo, Sukjun Hwang, Seoung Wug Oh et al.