Sequence-to-Sequence Learning as Beam-Search Optimization

9 June 2016

Papers citing "Sequence-to-Sequence Learning as Beam-Search Optimization"

50 / 277 papers shown

Title
Medical Image Captioning via Generative Pretrained Transformers Alexander Selivanov Oleg Y. Rogov Daniil Chesakov Artem Shelmanov Irina Fedulova Dmitry V. Dylov MedIm 59 56 0 28 Sep 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 47 1 0 15 Sep 2022
Automatic Comment Generation via Multi-Pass Deliberation Fangwen Mu Xiao Chen Lin Shi Song Wang Qing Wang 52 12 0 14 Sep 2022
An End-to-End OCR Framework for Robust Arabic-Handwriting Recognition using a Novel Transformers-based Model and an Innovative 270 Million-Words Multi-Font Corpus of Classical Arabic with Diacritics Aly M. Kassem Omar Mohamed Ali Ashraf Ahmed Elbehery Salma Jamal Anas Salah A. Ghoneim 30 4 0 20 Aug 2022
Video Question Answering with Iterative Video-Text Co-Tokenization A. Piergiovanni K. Morton Weicheng Kuo Michael S. Ryoo A. Angelova 39 18 0 01 Aug 2022
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer Lalithkumar Seenivasan Mobarakol Islam Adithya K. Krishna Hongliang Ren MedIm 26 45 0 22 Jun 2022
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Subhro Roy Sam Thomson Tongfei Chen Richard Shin Adam Pauls Jason Eisner Benjamin Van Durme ALM 41 12 0 21 Jun 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 74 211 0 26 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 31 68 0 19 May 2022
End-to-end symbolic regression with transformers Pierre-Alexandre Kamienny Stéphane dÁscoli Guillaume Lample Franccois Charton 44 169 0 22 Apr 2022
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning Geunseob Oh Rahul Goel Christopher Hidey Shachi Paul Aditya Gupta Pararth Shah Rushin Shah 23 2 0 14 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 34 8 0 11 Apr 2022
Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction Zhuangwei Shi Yang Hu Guangliang Mo Jianguo Wu AIFin 33 18 0 06 Apr 2022
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 22 281 0 31 Mar 2022
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models Changye Li D. Knopman Weizhe Xu T. Cohen Serguei V. S. Pakhomov 19 19 0 25 Mar 2022
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records Daeyoung Kim Seongsu Bae S. Kim Edward Choi 23 6 0 14 Mar 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 176 86 0 06 Dec 2021
CALText: Contextual Attention Localization for Offline Handwritten Text Tayaba Anjum Nazar Khan 24 7 0 06 Nov 2021
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs Yongrui Chen Huiying Li Guilin Qi Tianxing Wu Tenggou Wang 47 22 0 01 Nov 2021
Semi-Autoregressive Image Captioning Xu Yan Zhengcong Fei Zekang Li Shuhui Wang Qingming Huang Qi Tian 40 23 0 11 Oct 2021
Simulated annealing for optimization of graphs and sequences Xianggen Liu Pengyong Li Fandong Meng Hao Zhou Huasong Zhong Jie Zhou Lili Mou Sen Song 54 19 0 01 Oct 2021
Relating Neural Text Degeneration to Exposure Bias Ting-Rui Chiang Yun-Nung Chen 53 17 0 17 Sep 2021
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation Michalis Korakakis Andreas Vlachos CLL 36 2 0 13 Sep 2021
Adversarial Parameter Defense by Multi-Step Risk Minimization Zhiyuan Zhang Ruixuan Luo Xuancheng Ren Qi Su Liangyou Li Xu Sun AAML 30 6 0 07 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 52 153 0 01 Sep 2021
Structured Prediction in NLP -- A survey Chauhan Dev Naman Biyani Nirmal P. Suthar Prashant Kumar Priyanshu Agarwal AI4TS AI4CE 38 0 0 31 Aug 2021
Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Yijin Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 33 16 0 30 Aug 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 40 0 0 27 Aug 2021
Modelling Latent Translations for Cross-Lingual Transfer Edoardo Ponti Julia Kreutzer Ivan Vulić Siva Reddy 45 18 0 23 Jul 2021
Mixed Cross Entropy Loss for Neural Machine Translation Haoran Li Wei Lu 29 16 0 30 Jun 2021
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction Liliang Ren Chenkai Sun Heng Ji Julia Hockenmaier 43 14 0 30 Jun 2021
Towards User-Driven Neural Machine Translation Huan Lin Liang Yao Baosong Yang Dayiheng Liu Haibo Zhang Weihua Luo Degen Huang Jinsong Su 39 22 0 11 Jun 2021
A Globally Normalized Neural Model for Semantic Parsing Chenyang Huang Wei Yang Yanshuai Cao Osmar Zaïane Lili Mou 32 3 0 07 Jun 2021
Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 48 51 0 04 Jun 2021
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore Inigo Jauregi Unanue Jacob Parnell Massimo Piccardi 31 32 0 04 Jun 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Yixin Liu Peng Liu AILaw 33 257 0 03 Jun 2021
Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving S. Tsai Chao-Chun Liang Hsin-Min Wang Keh-Yih Su AIMat 16 20 0 02 Jun 2021
FiSH: Fair Spatial Hotspots Deepak P Sowmya S. Sundaram 48 1 0 01 Jun 2021
Reinforcement Learning for on-line Sequence Transformation Grzegorz Rypesc Lukasz Lepak Pawel Wawrzyñski OffRL 22 0 0 28 May 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation Mathias Müller Rico Sennrich 24 59 0 18 May 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 53 30 0 02 May 2021
Incorporating Transformer and LSTM to Kalman Filter with EM algorithm for state estimation Zhuang Shi 69 11 0 01 May 2021
Improving Response Quality with Backward Reasoning in Open-domain Dialogue Systems Ziming Li Julia Kiseleva Maarten de Rijke 24 12 0 30 Apr 2021
Reward Optimization for Neural Machine Translation with Learned Metrics Raphael Shu Kang Min Yoo Jung-Woo Ha 50 12 0 15 Apr 2021
Learning from Executions for Semantic Parsing Bailin Wang Mirella Lapata Ivan Titov 25 11 0 12 Apr 2021
Attention Forcing for Machine Translation Qingyun Dou Yiting Lu Potsawee Manakul Xixin Wu Mark Gales 36 7 0 02 Apr 2021
$Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks$ Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks Liping Yuan Jiangtao Feng Xiaoqing Zheng Xuanjing Huang 33 1 0 22 Mar 2021
Set-to-Sequence Methods in Machine Learning: a Review Mateusz Jurewicz Leon Derczynski BDL 32 9 0 17 Mar 2021
Deep Policy Dynamic Programming for Vehicle Routing Problems W. Kool H. V. Hoof J. Gromicho Max Welling 51 117 0 23 Feb 2021
Deep Structured Feature Networks for Table Detection and Tabular Data Extraction from Scanned Financial Document Images Siwen Luo Mengting Wu Yiwen Gong Wanying Zhou Josiah Poon 21 4 0 20 Feb 2021