Sequence Level Training with Recurrent Neural Networks

20 November 2015

Papers citing "Sequence Level Training with Recurrent Neural Networks"

50 / 257 papers shown

Title
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 83 4 0 19 Mar 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation Sucheng Ren Qihang Yu Ju He Xiaohui Shen Alan Yuille Liang-Chieh Chen VGen 83 6 0 27 Feb 2025
A Fokker-Planck-Based Loss Function that Bridges Dynamics with Density Estimation Zhixin Lu Łukasz Kuśmierz Stefan Mihalas 65 0 0 24 Feb 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization Zhili Feng Dhananjay Ram Cole Hawkins Aditya Rawal Jinman Zhao Sheng Zha 59 0 0 23 Feb 2025
Decoupled Sequence and Structure Generation for Realistic Antibody Design Nayoung Kim Minsu Kim Sungsoo Ahn Jinkyoo Park 47 0 0 20 Jan 2025
Investigating Length Issues in Document-level Machine Translation Ziqian Peng Rachel Bawden François Yvon 69 1 0 23 Dec 2024
Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings Miguel Moura Ramos Tomás Almeida Daniel Vareta Filipe Azevedo Sweta Agrawal Patrick Fernandes André F. T. Martins 31 1 0 08 Nov 2024
Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multi-Agent Trajectory Prediction Siyuan Chen Jiahai Wang 38 10 0 28 Oct 2024
Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokens Zhepeng Cen Yao Liu Siliang Zeng Pratik Chaudhar Huzefa Rangwala George Karypis Rasool Fakoor SyDa AIFin 34 3 0 18 Oct 2024
Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation Hui Ma Bo Zhang Bo Xu Jian Wang Hongfei Lin Xiao Sun 52 1 0 06 Aug 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 38 18 0 08 Jul 2024
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories Tianlong Wang Xianfeng Jiao Yifan He Zhongzhi Chen Yinghao Zhu Xu Chu Junyi Gao Yasha Wang Liantao Ma LLMSV 61 7 0 26 May 2024
Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations Ziqiao Ma Zekun Wang Joyce Chai 52 2 0 22 May 2024
What Have We Achieved on Non-autoregressive Translation? Yafu Li Huajian Zhang Jianhao Yan Yongjing Yin Yue Zhang 31 1 0 21 May 2024
Reinforcement Learning-Guided Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo OffRL 29 0 0 02 May 2024
The pitfalls of next-token prediction Gregor Bachmann Vaishnavh Nagarajan 37 59 0 11 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 63 211 0 22 Jan 2024
Reasons to Reject? Aligning Language Models with Judgments Weiwen Xu Deng Cai Zhisong Zhang Wai Lam Shuming Shi ALM 19 14 0 22 Dec 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 29 15 0 23 Nov 2023
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning Kazuma Hashimoto K. Raman Michael Bendersky 35 2 0 16 Nov 2023
Context Consistency between Training and Testing in Simultaneous Machine Translation M. Zhong Lemao Liu Kehai Chen Mingming Yang Min Zhang LRM 27 0 0 13 Nov 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 17 0 0 01 Nov 2023
Tuna: Instruction Tuning using Feedback from Large Language Models Haoran Li Yiran Liu Xingxing Zhang Wei Lu Furu Wei ALM 30 3 0 20 Oct 2023
Exploiting the Signal-Leak Bias in Diffusion Models Martin Nicolas Everaert Athanasios Fitsios Marco Bocchio Sami Arpa Sabine Süsstrunk R. Achanta DiffM 22 25 0 27 Sep 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 111 35 0 29 Aug 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 46 10 0 28 Aug 2023
ViCo: Engaging Video Comment Generation with Human Preference Rewards Yuchong Sun Bei Liu Xu Chen Ruihua Song Jianlong Fu VGen 20 2 0 22 Aug 2023
A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing Ye Ma Mingming Sun P. Li GNN 23 1 0 21 Jun 2023
Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation Wei Liu Michael Strube 19 15 0 10 Jun 2023
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation Minki Kang Jin Myung Kwak Jinheon Baek Sung Ju Hwang RALM 14 57 0 30 May 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 18 10 0 28 May 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 28 0 0 24 May 2023
Utility-Probability Duality of Neural Networks Bojun Huang Fei Yuan UQCV 25 1 0 24 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition Hong Liu Z. Lv Zhijian Ou Wenbo Zhao Qing Xiao 22 0 0 22 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 22 4 0 17 May 2023
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training Nitay Calderon Subhabrata Mukherjee Roi Reichart Amir Kantor 31 17 0 03 May 2023
Tuning computer vision models with task rewards André Susano Pinto Alexander Kolesnikov Yuge Shi Lucas Beyer Xiaohua Zhai VLM 25 40 0 16 Feb 2023
Audience-Centric Natural Language Generation via Style Infusion Samraj Moorjani A. Krishnan Hari Sundaram E. Maslowska Aravind Sankar 13 4 0 24 Jan 2023
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers Khalil Damak Sami Khenissi O. Nasraoui BDL 24 7 0 22 Jan 2023
RMM: Reinforced Memory Management for Class-Incremental Learning Yaoyao Liu Bernt Schiele Qianru Sun CLL 21 92 0 14 Jan 2023
Human-in-the-loop Abstractive Dialogue Summarization Jiaao Chen Mohan Dodda Diyi Yang 20 10 0 19 Dec 2022
BJTU-WeChat's Systems for the WMT22 Chat Translation Task Yunlong Liang Fandong Meng Jinan Xu Yufeng Chen Jie Zhou 16 2 0 28 Nov 2022
Fine-tuning language models to find agreement among humans with diverse preferences Michiel A. Bakker Martin Chadwick Hannah R. Sheahan Michael Henry Tessler Lucy Campbell-Gillingham ... Nat McAleese Amelia Glaese John Aslanides M. Botvinick Christopher Summerfield ALM 35 215 0 28 Nov 2022
How to Describe Images in a More Funny Way? Towards a Modular Approach to Cross-Modal Sarcasm Generation Jie Ruan Yue Wu Xiaojun Wan Yuesheng Zhu 24 1 0 20 Nov 2022
Reward Gaming in Conditional Text Generation Richard Yuanzhe Pang Vishakh Padmakumar Thibault Sellam Ankur P. Parikh He He 21 24 0 16 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 32 0 0 07 Nov 2022
Deliberation Networks and How to Train Them Qingyun Dou Mark J. F. Gales 19 0 0 06 Nov 2022
Contrastive Decoding: Open-ended Text Generation as Optimization Xiang Lisa Li Ari Holtzman Daniel Fried Percy Liang Jason Eisner Tatsunori Hashimoto Luke Zettlemoyer M. Lewis 30 321 0 27 Oct 2022