Title
Efficient Time Series Forecasting via Hyper-Complex Models and Frequency Aggregation Eyal Yakir Dor Tsur H. Permuter AI4TS 66 0 0 27 Feb 2025
EVaDE : Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning Siddharth Aravindan Dixant Mittal Wee Sun Lee BDL 79 0 0 17 Jan 2025
Domain adapted machine translation: What does catastrophic forgetting forget and why? Danielle Saunders Steve DeNeefe AI4CE 26 0 0 23 Dec 2024
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch Donglin Di Weinan Zhang Yue Zhang Fanglin Wang 23 1 0 24 Oct 2024
A survey of neural-network-based methods utilising comparable data for finding translation equivalents Michaela Denisová Pavel Rychlý 24 0 0 19 Oct 2024
Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations Zhicheng Ren Zhiping Xiao Yizhou Sun 38 0 0 04 Sep 2024
DLP: towards active defense against backdoor attacks with decoupled learning process Zonghao Ying Bin Wu AAML 44 6 0 18 Jun 2024
Separable Physics-Informed Neural Networks for the solution of elasticity problems V. A. Es'kin Danil V. Davydov Julia V. Guréva Alexey O. Malkhanov Mikhail E. Smorkalov PINN AI4CE 20 2 0 24 Jan 2024
Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselines Stephen Lawrence Bothwell Justin DeBenedetto Theresa Crnkovich Hildegund Müller David Chiang ObjD 19 2 0 30 Nov 2023
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code Nadezhda Chirkova Sergey Troshin 21 8 0 01 Aug 2023
3D Medical Image Segmentation based on multi-scale MPU-Net Zeqiu Yu Shuo Han Ziheng Song 3DV 11 3 0 11 Jul 2023
Urania: Visualizing Data Analysis Pipelines for Natural Language-Based Data Exploration Yi Guo Nana Cao Xiaoyu Qi Haoyang Li Danqing Shi Jing Zhang Qing Chen Daniel Weiskopf 19 4 0 13 Jun 2023
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language Shantipriya Parida Idris Abdulmumin Shamsuddeen Hassan Muhammad Aneesh Bose Guneet Singh Kohli I. Ahmad Ketan Kotwal S. Sarkar Ondrej Bojar Habeebah Adamu Kakudi 22 4 0 28 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
Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation Zhuoyuan Mao Raj Dabre Qianying Liu Haiyue Song Chenhui Chu Sadao Kurohashi 11 7 0 16 May 2023
AttentionViz: A Global View of Transformer Attention Catherine Yeh Yida Chen Aoyu Wu Cynthia Chen Fernanda Viégas Martin Wattenberg ViT 33 52 0 04 May 2023
string2string: A Modern Python Library for String-to-String Algorithms Mirac Suzgun Stuart M. Shieber Dan Jurafsky 39 7 0 27 Apr 2023
Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder Z. Fu W. Lam Qian Yu Anthony Man-Cho So Shengding Hu Zhiyuan Liu Nigel Collier AuLLM 28 41 0 08 Apr 2023
Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition Yi Guo Nana Cao Ligan Cai Yanqiu Wu Daniel Weiskopf Danqing Shi Qing Chen 23 1 0 06 Apr 2023
About optimal loss function for training physics-informed neural networks under respecting causality V. A. Es'kin Danil V. Davydov Ekaterina D. Egorova Alexey O. Malkhanov Mikhail A. Akhukov Mikhail E. Smorkalov PINN 16 7 0 05 Apr 2023
Synthetically generated text for supervised text analysis Andrew Halterman DeLMO 32 6 0 28 Mar 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Mutation-Based Adversarial Attacks on Neural Text Detectors G. Liang Jesus Guerrero I. Alsmadi DeLMO 22 7 0 11 Feb 2023
ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text Sandra Mitrović Davide Andreoletti Omran Ayoub DeLMO 19 144 0 30 Jan 2023
CUNI Systems for the WMT22 Czech-Ukrainian Translation Task Martin Popel Jindrich Libovický Jindřich Helcl 19 4 0 01 Dec 2022
QNet: A Quantum-native Sequence Encoder Architecture Wei-Yen Day Hao-Sheng Chen Min Sun 21 0 0 31 Oct 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 31 2 0 22 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 27 82 0 13 Oct 2022
PARAGEN : A Parallel Generation Toolkit Jiangtao Feng Yi Zhou Jun Zhang Xian Qian Liwei Wu Zhexi Zhang Yanming Liu Mingxuan Wang Lei Li Hao Zhou VLM 30 3 0 07 Oct 2022
A Deep Investigation of RNN and Self-attention for the Cyrillic-Traditional Mongolian Bidirectional Conversion Muhan Na Rui Liu Feilong Guanglai Gao 25 0 0 24 Sep 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets Lily H. Zhang Veronica Tozzo J. Higgins Rajesh Ranganath BDL MoE 19 16 0 23 Jun 2022
B2T Connection: Serving Stability and Performance in Deep Transformers Sho Takase Shun Kiyono Sosuke Kobayashi Jun Suzuki 11 10 0 01 Jun 2022
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing Samuel Sousa Roman Kern PILM AILaw 20 39 0 20 May 2022
Optimizing Mixture of Experts using Dynamic Recompilations Ferdinand Kossmann Zhihao Jia A. Aiken 21 5 0 04 May 2022
Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translation Idris Abdulmumin S. Dash Musa Abdullahi Dawud Shantipriya Parida Shamsuddeen Hassan Muhammad I. Ahmad Subhadarshi Panda Ondrej Bojar B. Galadanci Bello Shehu Bello 16 16 0 02 May 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 25 10 0 27 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 26 6 0 11 Apr 2022
$Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$$ Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$ Adam Roberts Hyung Won Chung Anselm Levskaya Gaurav Mishra James Bradbury ... Brennan Saeta Ryan Sepassi A. Spiridonov Joshua Newlan Andrea Gesmundo ALM 43 193 0 31 Mar 2022
General-purpose, long-context autoregressive modeling with Perceiver AR Curtis Hawthorne Andrew Jaegle Cătălina Cangea Sebastian Borgeaud C. Nash ... Hannah R. Sheahan Neil Zeghidour Jean-Baptiste Alayrac João Carreira Jesse Engel 35 65 0 15 Feb 2022
Capitalization and Punctuation Restoration: a Survey V. Pais D. Tufis 17 19 0 21 Nov 2021
Benchmarking and scaling of deep learning models for land cover image classification Ioannis Papoutsis N. Bountos Angelos Zavras Dimitrios Michail Christos Tryfonopoulos 13 55 0 18 Nov 2021
Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learning Naveen Ram Tanay Gummadi Rahul Bhethanabotla Richard J. Savery Gil Weinberg 15 9 0 15 Nov 2021
Leveraging redundancy in attention with Reuse Transformers Srinadh Bhojanapalli Ayan Chakrabarti Andreas Veit Michal Lukasik Himanshu Jain Frederick Liu Yin-Wen Chang Sanjiv Kumar 18 23 0 13 Oct 2021
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation Orevaoghene Ahia Julia Kreutzer Sara Hooker 107 51 0 06 Oct 2021
Primer: Searching for Efficient Transformers for Language Modeling David R. So Wojciech Mañke Hanxiao Liu Zihang Dai Noam M. Shazeer Quoc V. Le VLM 85 152 0 17 Sep 2021
Miðeind's WMT 2021 submission Haukur Barri Símonarson Vésteinn Snæbjarnarson Pétur Orri Ragnarsson Haukur Páll Jónsson Vilhjálmur Þorsteinsson VLM 18 11 0 15 Sep 2021
CrossedWires: A Dataset of Syntactically Equivalent but Semantically Disparate Deep Learning Models Max Zvyagin Thomas Brettin Arvind Ramanathan Sumit Kumar Jha 14 1 0 29 Aug 2021
YANMTT: Yet Another Neural Machine Translation Toolkit Raj Dabre Eiichiro Sumita 31 13 0 25 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 34 11 0 07 Aug 2021
Residual Tree Aggregation of Layers for Neural Machine Translation Guoliang Li Yiyang Li 35 0 0 19 Jul 2021