Title
Contextual Chart Generation for Cyber Deception David D. Nguyen David Liebowitz Surya Nepal S. Kanhere Sharif Abuadbba 41 0 0 07 Apr 2024
On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers Cai Zhou Rose Yu Yusu Wang 32 7 0 04 Apr 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling Mahdi Karami Ali Ghodsi VLM 42 6 0 28 Feb 2024
Transformers are Expressive, But Are They Expressive Enough for Regression? Swaroop Nath H. Khadilkar Pushpak Bhattacharyya 26 3 0 23 Feb 2024
Multimodal Transformer With a Low-Computational-Cost Guarantee Sungjin Park Edward Choi 46 1 0 23 Feb 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Guanming Xiong Junwei Bao Wen Zhao KELM 51 8 0 23 Feb 2024
Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark Xiuying Chen Tairan Wang Qingqing Zhu Taicheng Guo Shen Gao Zhiyong Lu Xin Gao Xiangliang Zhang 70 2 0 22 Feb 2024
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference Siyu Ren Kenny Q. Zhu 18 27 0 09 Feb 2024
Jacquard V2: Refining Datasets using the Human In the Loop Data Correction Method Qiuhao Li Shenghai Yuan 27 5 0 08 Feb 2024
Interpretation of Intracardiac Electrograms Through Textual Representations William Jongwon Han Diana Gomez Avi Alok Chaojing Duan Michael A. Rosenberg Douglas Weber Emerson Liu Ding Zhao 23 1 0 02 Feb 2024
FIMBA: Evaluating the Robustness of AI in Genomics via Feature Importance Adversarial Attacks Heorhii Skovorodnikov Hoda AlKhzaimi AAML 20 1 0 19 Jan 2024
LoMA: Lossless Compressed Memory Attention Yumeng Wang Zhenyang Xiao 14 3 0 16 Jan 2024
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering Alsu Sagirova Mikhail Burtsev RALM 28 1 0 29 Nov 2023
Meta-learning of semi-supervised learning from tasks with heterogeneous attribute spaces Tomoharu Iwata Atsutoshi Kumagai 24 2 0 09 Nov 2023
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel Xuan Li Zhanke Zhou Jiangchao Yao Yu Rong Lu Zhang Bo Han 31 3 0 02 Nov 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets Han Jiang Rui Wang Zhihua Wei Yu Li Xinpeng Wang 35 4 0 20 Oct 2023
Multilingual estimation of political-party positioning: From label aggregation to long-input Transformers Dmitry Nikolaev Tanise Ceron Sebastian Padó 19 1 0 19 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 33 3 0 13 Oct 2023
Larth: Dataset and Machine Translation for Etruscan Gianluca Vico Gerasimos Spanakis 6 1 0 09 Oct 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models Yifan Wei Yisong Su Huanhuan Ma Xiaoyan Yu Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu LRM 17 10 0 08 Oct 2023
Training a Large Video Model on a Single Machine in a Day Yue Zhao Philipp Krahenbuhl VLM 29 15 0 28 Sep 2023
Dynamic Multi-Scale Context Aggregation for Conversational Aspect-Based Sentiment Quadruple Analysis Yuqing Li Wenyuan Zhang Binbin Li Siyu Jia Zisen Qi Xingbang Tan 34 3 0 27 Sep 2023
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Yukang Chen Shengju Qian Haotian Tang Xin Lai Zhijian Liu Song Han Jiaya Jia 37 151 0 21 Sep 2023
Language Modeling Is Compression Grégoire Delétang Anian Ruoss Paul-Ambroise Duquenne Elliot Catt Tim Genewein ... Wenliang Kevin Li Matthew Aitchison Laurent Orseau Marcus Hutter J. Veness AI4CE 30 129 0 19 Sep 2023
Improving Domain Generalization for Sound Classification with Sparse Frequency-Regularized Transformer Honglin Mu Wentian Xia Wanxiang Che 10 1 0 19 Jul 2023
Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study Damith Premasiri Tharindu Ranasinghe R. Mitkov VLM 21 1 0 18 Jul 2023
Gloss Attention for Gloss-free Sign Language Translation Aoxiong Yin Tianyun Zhong Lilian H. Y. Tang Weike Jin Tao Jin Zhou Zhao SLR 16 37 0 14 Jul 2023
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding Titouan Parcollet Rogier van Dalen Shucong Zhang S. Bhattacharya 16 6 0 12 Jul 2023
A Side-by-side Comparison of Transformers for English Implicit Discourse Relation Classification Bruce W. Lee Bongseok Yang J. Lee 16 0 0 07 Jul 2023
LongNet: Scaling Transformers to 1,000,000,000 Tokens Jiayu Ding Shuming Ma Li Dong Xingxing Zhang Shaohan Huang Wenhui Wang Nanning Zheng Furu Wei CLL 35 151 0 05 Jul 2023
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting Chen Chen Yufei Wang Aixin Sun Bing Li Kwok-Yan Lam 24 39 0 04 Jul 2023
Analyzing Multiple-Choice Reading and Listening Comprehension Tests Vatsal Raina Adian Liusie Mark J. F. Gales ELM 33 2 0 03 Jul 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking Björn Bebensee Haejun Lee 23 4 0 15 Jun 2023
Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis Zhiyu Jin Xuli Shen Bin Li Xiangyang Xue 24 36 0 14 Jun 2023
$S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput$ S $^{3}$ : Increasing GPU Utilization during Generative Inference for Higher Throughput Yunho Jin Chun-Feng Wu David Brooks Gu-Yeon Wei 29 62 0 09 Jun 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Zhao Cao Maosong Sun KELM 22 5 0 28 May 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 29 21 0 26 May 2023
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers Sotiris Anagnostidis Dario Pavllo Luca Biggio Lorenzo Noci Aurélien Lucchi Thomas Hofmann 34 53 0 25 May 2023
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator Ziwei He Meng-Da Yang Minwei Feng Jingcheng Yin X. Wang Jingwen Leng Zhouhan Lin ViT 29 11 0 24 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 76 556 0 22 May 2023
FIT: Far-reaching Interleaved Transformers Ting-Li Chen Lala Li 21 12 0 22 May 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences David C. Uthus Santiago Ontañón Joshua Ainslie Mandy Guo VLM 28 10 0 18 May 2023
CageViT: Convolutional Activation Guided Efficient Vision Transformer Hao Zheng Jinbao Wang Xiantong Zhen H. Chen Jingkuan Song Feng Zheng ViT 10 0 0 17 May 2023
Ray-Patch: An Efficient Querying for Light Field Transformers T. B. Martins Javier Civera ViT 36 0 0 16 May 2023
DLUE: Benchmarking Document Language Understanding Ruoxi Xu Hongyu Lin Xinyan Guan Xianpei Han Yingfei Sun Le Sun ELM 18 0 0 16 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 20 10 0 15 May 2023
Legal Extractive Summarization of U.S. Court Opinions Emmanuel J. Bauer Dominik Stammbach Nianlong Gu Elliott Ash AILaw ELM 18 7 0 15 May 2023
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens Zhanpeng Zeng Cole Hawkins Min-Fong Hong Aston Zhang Nikolaos Pappas Vikas Singh Shuai Zheng 19 6 0 07 May 2023
The Role of Global and Local Context in Named Entity Recognition Arthur Amalvy Vincent Labatut Richard Dufour 38 4 0 04 May 2023