Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

29 July 2019

Papers citing "Leveraging Pre-trained Checkpoints for Sequence Generation Tasks"

50 / 65 papers shown

Title
FASST: Fast LLM-based Simultaneous Speech Translation Siqi Ouyang Xi Xu Chinmay Dandekar Lei Li 23 3 0 18 Aug 2024
Event-enhanced Retrieval in Real-time Search Yanan Zhang Xiaoling Bai Tianhua Zhou 29 1 0 09 Apr 2024
Action-Item-Driven Summarization of Long Meeting Transcripts Logan Golia Jugal Kalita 18 1 0 29 Dec 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 17 0 0 01 Nov 2023
Towards End-to-end Speech-to-text Summarization Raul Monteiro Diogo Pernes 9 1 0 06 Jun 2023
A Method to Automate the Discharge Summary Hospital Course for Neurology Patients Vince C. Hartman Sanika S. Bapat M. Weiner B. Navi E. Sholle T. Campion 32 18 0 10 May 2023
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages Rahul Aralikatte Ziling Cheng Sumanth Doddapaneni Jackie C.K. Cheung 35 8 0 10 May 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 17 41 0 10 Mar 2023
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models Jonas Belouadi Steffen Eger 44 24 0 20 Dec 2022
Template-based Recruitment Email Generation For Job Recommendation Qiuchi Li Christina Lioma 22 0 0 06 Dec 2022
Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task Shangda Wu Maosong Sun 11 20 0 21 Nov 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 30 2 0 23 Oct 2022
Summary Workbench: Unifying Application and Evaluation of Text Summarization Models S. Syed Dominik Schwabe Martin Potthast 22 0 0 18 Oct 2022
Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning Zhuoxuan Jiang Lingfeng Qiao Di Yin Shanshan Feng Bo Ren SyDa 28 2 0 10 Oct 2022
Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems Zhensu Sun Xiaoning Du Fu Song Shangwen Wang Mingze Ni Li Li 21 10 0 13 Sep 2022
Why So Toxic? Measuring and Triggering Toxic Behavior in Open-Domain Chatbots Waiman Si Michael Backes Jeremy Blackburn Emiliano De Cristofaro Gianluca Stringhini Savvas Zannettou Yang Zhang 24 58 0 07 Sep 2022
Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization Hyun-Yong Lee Jaewoong Yun Hyunjin Choi Seongho Joe Youngjune Gwon 16 3 0 01 Sep 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 51 50 0 24 Aug 2022
Comparative Snippet Generation Saurabh Jain Yisong Miao Min-Yen Kan 8 0 0 11 Jun 2022
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 31 27 0 30 May 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 16 10 0 25 May 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 35 2 0 23 May 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 25 47 0 08 May 2022
Text Revision by On-the-Fly Representation Optimization Jingjing Li Zichao Li Tao Ge Irwin King M. Lyu BDL 20 17 0 15 Apr 2022
Call-sign recognition and understanding for noisy air-traffic transcripts using surveillance information Alexander Blatt M. Kocour Karel Veselý Igor Szöke Dietrich Klakow 23 10 0 13 Apr 2022
Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study Serra Sinem Tekiroğlu Helena Bonaldi Margherita Fanton Marco Guerini 16 43 0 04 Apr 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 18 30 0 28 Mar 2022
AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization Moussa Kamal Eddine Nadi Tomeh Nizar Habash Joseph Le Roux Michalis Vazirgiannis 15 44 0 21 Mar 2022
Leveraging Pre-trained BERT for Audio Captioning Xubo Liu Xinhao Mei Qiushi Huang Jianyuan Sun Jinzheng Zhao Haohe Liu Mark D. Plumbley Volkan Kilicc Wenwu Wang 25 29 0 06 Mar 2022
Data-to-text Generation with Variational Sequential Planning Ratish Puduppully Yao Fu Mirella Lapata 48 21 0 28 Feb 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 34 850 0 07 Feb 2022
Pre-Trained Neural Language Models for Automatic Mobile App User Feedback Answer Generation Yue Cao Fatemeh H. Fard 14 7 0 04 Feb 2022
Improving Chest X-Ray Report Generation by Leveraging Warm Starting Aaron Nicolson Jason Dowling Bevan Koopman ViT LM&MA MedIm 17 90 0 24 Jan 2022
Assemble Foundation Models for Automatic Code Summarization Jian Gu P. Salza H. Gall 25 34 0 13 Jan 2022
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 23 6 0 22 Sep 2021
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Nguyen Luong Tran Duong Minh Le Dat Quoc Nguyen 19 51 0 20 Sep 2021
Single-Read Reconstruction for DNA Data Storage Using Transformers Yotam Nahum Eyar Ben-Tolila Leon Anavy 66 5 0 12 Sep 2021
Multilingual Translation via Grafting Pre-trained Language Models Zewei Sun Mingxuan Wang Lei Li AI4CE 183 22 0 11 Sep 2021
BiSECT: Learning to Split and Rephrase Sentences with Bitexts Joongwon Kim Mounica Maddela Reno Kriz Wei-ping Xu Chris Callison-Burch 54 25 0 10 Sep 2021
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation Haoran Xu Benjamin Van Durme Kenton W. Murray 42 57 0 09 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation Raj Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 33 70 0 07 Sep 2021
Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Yijin Liu Fandong Meng Yufeng Chen Jinan Xu Jie Zhou 20 16 0 30 Aug 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 10 84 0 15 Aug 2021
Musical Speech: A Transformer-based Composition Tool Jason dÉon Sri Harsha Dumpala Chandramouli Shama Sastry Daniel Oore Sageev Oore 18 1 0 02 Aug 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 33 58 0 09 Jul 2021
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Tahmid Hasan Abhik Bhattacharjee Md. Saiful Islam Kazi Samin Mubasshir Yuan-Fang Li Yong-Bin Kang M. Rahman Rifat Shahriyar 17 340 0 25 Jun 2021
Generative Conversational Networks Alexandros Papangelis Karthik Gopalakrishnan Aishwarya Padmakumar Seokhwan Kim Gökhan Tür Dilek Z. Hakkani-Tür 14 18 0 15 Jun 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua-Hong Wu Haifeng Wang 23 45 0 25 May 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen Fan Zhang Kazoo Sone Dan Roth HILM 29 104 0 19 Apr 2021
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Tarek Naous Wissam Antoun Reem A. Mahmoud Hazem M. Hajj 36 18 0 07 Mar 2021