Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 4,872 papers shown

Title
InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management Wonbeom Lee Jungi Lee Junghwan Seo Jaewoong Sim RALM 34 75 0 28 Jun 2024
DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems Kexiong Yu Hang Zhao Yuhang Huang Renjiao Yi Kai Xu Chenyang Zhu 51 0 0 28 Jun 2024
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning Shaobo Cui Zhijing Jin Bernhard Schölkopf Boi Faltings CML LRM 47 4 0 27 Jun 2024
CharED: Character-wise Ensemble Decoding for Large Language Models Kevin Gu Eva Tuecke Dmitriy Katz R. Horesh David Alvarez-Melis Mikhail Yurochkin 33 2 0 25 Jun 2024
Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition Xi Chen Julien Cumin F. Ramparany Dominique Vaufreydaz 34 1 0 25 Jun 2024
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models Sean Welleck Amanda Bertsch Matthew Finlayson Hailey Schoelkopf Alex Xie Graham Neubig Ilia Kulikov Zaid Harchaoui 33 51 0 24 Jun 2024
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach Yuxuan Wan Chaozheng Wang Yi Dong Wenxuan Wang Shuqing Li Yintong Huo M. Lyu 3DV 76 10 0 24 Jun 2024
F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting with Proxy Data Zexing Xu Linjun Zhang Sitan Yang Rasoul Etesami Hanghang Tong Huan Zhang Jiawei Han AI4TS 36 3 0 23 Jun 2024
Accelerating Matrix Diagonalization through Decision Transformers with Epsilon-Greedy Optimization Kshitij Bhatta Geigh Zollicoffer Manish Bhattarai Phil Romero C. Negre Anders M. N. Niklasson A. Adedoyin 19 0 0 23 Jun 2024
Reading Is Believing: Revisiting Language Bottleneck Models for Image Classification Honori Udo Takafumi Koshinaka VLM 43 0 0 22 Jun 2024
Depth $F_1$ : Improving Evaluation of Cross-Domain Text Classification by Measuring Semantic Generalizability Parker Seegmiller Joseph Gatto S. Preum VLM 37 0 0 20 Jun 2024
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks Yaochu Jin Xueming Yan Shiqing Liu Xiangyu Wang 51 3 0 19 Jun 2024
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting Yue Jiang Xiucheng Li Yile Chen Shuai Liu Weilong Kong Antonis F. Lentzakis Gao Cong AI4TS AI4CE 31 1 0 18 Jun 2024
GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting Fan Zhou Chen Pan Lintao Ma Yu Liu James Zhang ... Weitao Lin Zi Zhuang Wenxin Ning Yunhua Hu Siqiao Xue AI4TS 32 1 0 18 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
A Survey on Human Preference Learning for Large Language Models Ruili Jiang Kehai Chen Xuefeng Bai Zhixuan He Juntao Li Muyun Yang Tiejun Zhao Liqiang Nie Min Zhang 49 8 0 17 Jun 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 40 0 0 17 Jun 2024
SPEAR: Receiver-to-Receiver Acoustic Neural Warping Field Yuhang He Shitong Xu Jia-Xing Zhong Sangyun Shin Niki Trigoni Andrew Markham 38 0 0 16 Jun 2024
Reinforced Decoder: Towards Training Recurrent Neural Networks for Time Series Forecasting Qi Sima Xinze Zhang Yukun Bao Siyue Yang Liang Shen AI4TS 53 1 0 14 Jun 2024
Investigating the translation capabilities of Large Language Models trained on parallel data only Javier García Gilabert Carlos Escolano Aleix Sant Savall Francesca de Luca Fornaciari Audrey Mash Xixian Liao Maite Melero LRM 42 2 0 13 Jun 2024
Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records Junghwan Lee Simin Ma N. Serban Shihao Yang CML 21 0 0 13 Jun 2024
Transformer-based Model for ASR N-Best Rescoring and Rewriting Iwen E. Kang Christophe Van Gysel Man-Hung Siu 39 2 0 12 Jun 2024
Semi-Supervised Spoken Language Glossification Huijie Yao Wengang Zhou Hao Zhou Houqiang Li 34 0 0 12 Jun 2024
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems Qianli Wang Tatiana Anikina Nils Feldhus Simon Ostermann Sebastian Möller 24 2 0 12 Jun 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey Hao Yang Yanyan Zhao Yang Wu Shilong Wang Tian Zheng Hongbo Zhang Zongyang Ma Wanxiang Che Bing Qin 47 9 0 12 Jun 2024
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding Trang Le Daniel Lazar Suyoun Kim Shan Jiang Duc Le Adithya Sagar Aleksandr Livshits Ahmed Aly Akshat Shrivastava 48 0 0 12 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 77 53 0 12 Jun 2024
Agent-SiMT: Agent-assisted Simultaneous Machine Translation with Large Language Models Shoutao Guo Shaolei Zhang Zhengrui Ma Min Zhang Yang Feng LLMAG 33 1 0 11 Jun 2024
What Can We Learn from State Space Models for Machine Learning on Graphs? Yinan Huang Siqi Miao Pan Li 47 7 0 09 Jun 2024
Recent advancements in computational morphology : A comprehensive survey Jatayu Baxi Brijesh S. Bhatt AI4CE 43 1 0 08 Jun 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach Difan Deng Marius Lindauer AI4TS 53 0 0 07 Jun 2024
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models L. Aichberger Kajetan Schweighofer Mykyta Ielanskyi Sepp Hochreiter HILM 30 10 0 06 Jun 2024
Proactive Detection of Physical Inter-rule Vulnerabilities in IoT Services Using a Deep Learning Approach Bing Huang Chen Chen K. Lam Fuqun Huang AAML 22 1 0 06 Jun 2024
DEER: A Delay-Resilient Framework for Reinforcement Learning with Variable Delays Bo Xia Yilun Kong Yongzhe Chang Bo Yuan Zhiheng Li Xueqian Wang Bin Liang OffRL 50 3 0 05 Jun 2024
RadBARTsum: Domain Specific Adaption of Denoising Sequence-to-Sequence Models for Abstractive Radiology Report Summarization Jinge Wu Abul Hasan Honghan Wu 31 0 0 05 Jun 2024
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms Firas Trabelsi David Vilar Mara Finkelstein Markus Freitag 37 6 0 05 Jun 2024
Short-term Inland Vessel Trajectory Prediction with Encoder-Decoder Models Kathrin Donandt Karim Böttger Dirk Söffker 24 8 0 04 Jun 2024
SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices Ruslan Svirschevski Avner May Zhuoming Chen Beidi Chen Zhihao Jia Max Ryabinin 39 12 0 04 Jun 2024
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models Zhuoyang Li Liran Deng Hui Liu Qiaoqiao Liu Junzhao Du RALM 40 4 0 04 Jun 2024
A Global Geometric Analysis of Maximal Coding Rate Reduction Peng Wang Huikang Liu Druv Pai Yaodong Yu Zhihui Zhu Q. Qu Yi Ma 39 6 0 04 Jun 2024
Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision Saierdaer Yusuyin Te Ma Hao Huang Wenbo Zhao Zhijian Ou 52 2 0 04 Jun 2024
Sequence-to-Sequence Multi-Modal Speech In-Painting Mahsa Kadkhodaei Elyaderani S. Shirani 14 1 0 03 Jun 2024
Robust Multi-Modal Speech In-Painting: A Sequence-to-Sequence Approach Mahsa Kadkhodaei Elyaderani Shahram Shirani 43 0 0 02 Jun 2024
YODAS: Youtube-Oriented Dataset for Audio and Speech Xinjian Li Shinnosuke Takamichi Takaaki Saeki William Chen Sayaka Shiota Shinji Watanabe 42 17 0 02 Jun 2024
Formality Style Transfer in Persian P. Falakaflaki M. Shamsfard 13 1 0 02 Jun 2024
RNNs, CNNs and Transformers in Human Action Recognition: A Survey and a Hybrid Model Khaled Alomar Halil Ibrahim Aysel Xiaohao Cai MedIm ViT 43 7 0 02 Jun 2024
Amalgam: A Framework for Obfuscated Neural Network Training on the Cloud Sifat Ut Taki Spyridon Mastorakis FedML 34 1 0 02 Jun 2024
Recurrent neural networks: vanishing and exploding gradients are not the end of the story Nicolas Zucchet Antonio Orvieto ODL AAML 45 9 0 31 May 2024
WaveCastNet: An AI-enabled Wavefield Forecasting Framework for Earthquake Early Warning Dongwei Lyu R. Nakata Pu Ren Michael W. Mahoney A. Pitarka Nori Nakata N. Benjamin Erichson 41 2 0 30 May 2024
Deep Learning Approaches for Detecting Adversarial Cyberbullying and Hate Speech in Social Networks S. Azumah Nelly Elsayed Zag ElSayed Murat Ozer Amanda La Guardia 51 1 0 30 May 2024