Trainable Greedy Decoding for Neural Machine Translation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017

8 February 2017

Papers citing "Trainable Greedy Decoding for Neural Machine Translation"

50 / 77 papers shown

Title
SecInfer: Preventing Prompt Injection via Inference-time Scaling Yupei Liu Yanting Wang Yuqi Jia Jinyuan Jia Neil Zhenqiang Gong SILM AAML LRM 148 2 0 29 Sep 2025
Planning without Search: Refining Frontier LLMs with Offline Goal-Conditioned RL Joey Hong Anca Dragan Sergey Levine OffRL LLMAG LRM 194 0 0 23 May 2025
Steered Generation via Gradient Descent on Sparse Features Sumanta Bhattacharyya Pedram Rooshenas LLMSV 160 0 0 25 Feb 2025
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 224 40 0 08 Jul 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? Shubhashis Roy Dipta Sadat Shahriar DeLMO 124 4 0 19 Feb 2024
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models Marwa Abdulhai Isadora White Charles Burton Snell Charles Sun Joey Hong Yuexiang Zhai Kelvin Xu Sergey Levine LLMAG OffRL LRM 156 52 0 30 Nov 2023
Zero-Shot Goal-Directed Dialogue via RL on Imagined Conversations Joey Hong Sergey Levine Anca Dragan OffRL LLMAG 133 30 0 09 Nov 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Zhongliang Zhou Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 198 11 0 30 Oct 2023
Advancements in Scientific Controllable Text Generation Methods Arnav Goel Medha Hira Avinash Anand Siddhesh Bangar R. Shah 130 7 0 08 Jul 2023
An Overview on Language Models: Recent Developments and OutlookAPSIPA Transactions on Signal and Information Processing (TASIP), 2023 Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 165 52 0 10 Mar 2023
Describe me an Aucklet: Generating Grounded Perceptual Category DescriptionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Bill Noble N. Ilinykh 150 0 0 07 Mar 2023
Rephrasing the Reference for Non-Autoregressive Machine TranslationAAAI Conference on Artificial Intelligence (AAAI), 2022 Chenze Shao Jinchao Zhang Jie Zhou Yang Feng 123 5 0 30 Nov 2022
Zero-Shot Video Captioning with Evolving Pseudo-Tokens Yoad Tewel Yoav Shalev Roy Nadler Idan Schwartz Lior Wolf 143 31 0 22 Jul 2022
Plug and Play Counterfactual Text Generation for Model Robustness Nishtha Madaan Srikanta J. Bedathur Diptikalyan Saha 113 4 0 21 Jun 2022
Offline RL for Natural Language Generation with Implicit Language Q LearningInternational Conference on Learning Representations (ICLR), 2022 Charles Burton Snell Ilya Kostrikov Yi Su Mengjiao Yang Sergey Levine OffRL 323 128 0 05 Jun 2022
A Mixture-of-Expert Approach to RL-based Dialogue ManagementInternational Conference on Learning Representations (ICLR), 2022 Yinlam Chow Azamat Tulepbergenov Ofir Nachum Moonkyung Ryu Mohammad Ghavamzadeh Craig Boutilier MoE 113 16 0 31 May 2022
Long-term Control for Dialogue Generation: Methods and EvaluationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Ramya Ramakrishnan H. Narangodage M. Schilman Kilian Q. Weinberger Ryan T. McDonald 124 9 0 15 May 2022
Extracting Latent Steering Vectors from Pretrained Language ModelsFindings (Findings), 2022 Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 134 130 0 10 May 2022
Amortized Noisy Channel Neural Machine Translation Richard Yuanzhe Pang He He Kyunghyun Cho 139 5 0 16 Dec 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 84 0 0 27 Aug 2021
Incremental Beam Manipulation for Natural Language GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 J. Hargreaves Andreas Vlachos Guy Edward Toh Emerson 76 7 0 04 Feb 2021
DORB: Dynamically Optimizing Multiple Rewards with BanditsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 104 7 0 15 Nov 2020
Target Conditioning for One-to-Many GenerationFindings (Findings), 2020 Marie-Anne Lachaux Armand Joulin Guillaume Lample 108 13 0 21 Sep 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Kyunghyun Cho 132 9 0 04 Jun 2020
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Lifu Tu Richard Yuanzhe Pang Sam Wiseman Kevin Gimpel 207 55 0 02 May 2020
Reverse Engineering Configurations of Neural Text Generation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Yi Tay Dara Bahri Che Zheng Clifford Brunk Donald Metzler Andrew Tomkins DeLMO 76 34 0 13 Apr 2020
Non-Autoregressive Neural Dialogue Generation Qinghong Han Yuxian Meng Leilei Gan Jiwei Li 118 14 0 11 Feb 2020
Plug and Play Language Models: A Simple Approach to Controlled Text GenerationInternational Conference on Learning Representations (ICLR), 2019 Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 246 1,058 0 04 Dec 2019
Neural Machine Translation: A Review and SurveyJournal of Artificial Intelligence Research (JAIR), 2019 Felix Stahlberg 3DV AI4TS MedIm 271 364 0 04 Dec 2019
Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine TranslationAAAI Conference on Artificial Intelligence (AAAI), 2019 Chenze Shao Jinchao Zhang Yang Feng Fandong Meng Jie Zhou 145 94 0 21 Nov 2019
Countering Language Drift via Visual GroundingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Jason D. Lee Kyunghyun Cho Douwe Kiela 139 72 0 10 Sep 2019
Retrieving Sequential Information for Non-Autoregressive Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Chenze Shao Yang Feng Jinchao Zhang Fandong Meng Xilin Chen Jie Zhou 91 43 0 22 Jun 2019
Comparison of Diverse Decoding Methods from Conditional Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Daphne Ippolito Reno Kriz M. Kustikova João Sedoc Chris Callison-Burch AI4CE 121 124 0 14 Jun 2019
GLTR: Statistical Detection and Visualization of Generated TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush DeLMO 219 644 0 10 Jun 2019
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Tianxing He Jingzhao Zhang Zhiming Zhou James R. Glass 330 41 0 25 May 2019
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation Chenze Shao Yang Feng Xilin Chen 97 28 0 10 Sep 2018
Characters Detection on Namecard with faster RCNN Weitong Zhang 30 2 0 27 Jul 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 267 599 0 28 May 2018
A Stable and Effective Learning Strategy for Trainable Greedy DecodingConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Yun Chen Victor O.K. Li Kyunghyun Cho Samuel R. Bowman 108 29 0 21 Apr 2018
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks Noah Weber L. Shekhar Niranjan Balasubramanian Kyunghyun Cho 120 10 0 19 Mar 2018
Online Learning for Effort Reduction in Interactive Neural Machine Translation Álvaro Peris F. Casacuberta 104 49 0 10 Feb 2018
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu Jianfei Cai G. Wang Tsuhan Chen 167 183 0 11 Sep 2017
Named Entity Recognition with stack residual LSTM and trainable bias decoding Q. Tran Andrew D. MacKinlay Antonio Jimeno Yepes 120 57 0 23 Jun 2017
Optimizing Differentiable Relaxations of Coreference Evaluation Metrics Phong Le Ivan Titov 70 3 0 14 Apr 2017
Later-stage Minimum Bayes-Risk Decoding for Neural Machine Translation Raphael Shu Hideki Nakayama 101 17 0 11 Apr 2017
Learning to Decode for Future Success Jiwei Li Will Monroe Dan Jurafsky 113 60 0 23 Jan 2017
A Simple, Fast Diverse Decoding Algorithm for Neural Generation Jiwei Li Will Monroe Dan Jurafsky 115 247 0 25 Nov 2016
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder Thanh-Le Ha Jan Niehues A. Waibel AI4CE 144 295 0 15 Nov 2016
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 306 2,132 0 14 Nov 2016
A Convolutional Encoder Model for Neural Machine Translation Jonas Gehring Michael Auli David Grangier Yann N. Dauphin 239 459 0 07 Nov 2016