Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search

24 April 2017

Qun Liu

Papers citing "Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search"

50 / 79 papers shown

Title
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 47 0 0 04 May 2025
Edit-Constrained Decoding for Sentence Simplification Tatsuya Zetsu Yuki Arase Tomoyuki Kajiwara 30 0 0 28 Sep 2024
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering Zhenyu Bi Daniel Hajialigol Zhongkai Sun Jie Hao Xuan Wang LRM 37 1 0 04 Jul 2024
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 109 23 0 15 May 2024
Creative Beam Search: LLM-as-a-Judge For Improving Response Generation Giorgio Franceschelli Mirco Musolesi 36 8 0 30 Apr 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 28 1 0 24 Apr 2024
DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference Jinwei Yao Kaiqi Chen Kexun Zhang Jiaxuan You Binhang Yuan Zeke Wang Tao Lin 48 2 0 30 Mar 2024
DECIDER: A Dual-System Rule-Controllable Decoding Framework for Language Generation Chen Xu Tian Lan Changlong Yu Wei Wang Jun Gao ... Qunxi Dong Kun Qian Piji Li Wei Bi Bin Hu 50 0 0 04 Mar 2024
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access Saibo Geng Berkay Döner Chris Wendler Martin Josifoski Robert West 40 3 0 18 Jan 2024
Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting Ke Min Wang Jun Xie Yuqi Zhang Yu Zhao AI4CE 27 2 0 08 Dec 2023
Amortizing intractable inference in large language models Marvin Schmitt Moksh Jain Daniel Habermann Younesse Kaddar Ullrich Kothe Stefan T. Radev Nikolay Malkin AIFin BDL 32 49 0 06 Oct 2023
COLLIE: Systematic Construction of Constrained Text Generation Tasks Shunyu Yao Howard Chen Austin W. Hanjie Runzhe Yang Karthik Narasimhan 47 32 0 17 Jul 2023
Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints Yujin Baek Ko-tik Lee Dayeon Ki Hyoung-Gyu Lee Cheonbok Park Jaegul Choo 38 5 0 21 Jun 2023
Controlling Pre-trained Language Models for Grade-Specific Text Simplification Sweta Agrawal Marine Carpuat 24 14 0 24 May 2023
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning Saibo Geng Martin Josifosky Maxime Peyrard Robert West 42 60 0 23 May 2023
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models Hongyuan Lu Haoran Yang Haoyang Huang Dongdong Zhang Wai Lam Furu Wei LRM AI4CE 38 15 0 11 May 2023
User Adaptive Language Learning Chatbots with a Curriculum Kun Qian Ryan Shea Yu Li Luke K. Fryer Zhou Yu 35 12 0 11 Apr 2023
Adaptive Machine Translation with Large Language Models Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way AI4CE 30 75 0 30 Jan 2023
Plansformer: Generating Symbolic Plans using Transformers Vishal Pallagani Bharath Muppasani K. Murugesan F. Rossi L. Horesh Biplav Srivastava F. Fabiano Andrea Loreggia LM&Ro LLMAG OffRL 24 35 0 16 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 49 4 0 07 Dec 2022
Findings of the WMT 2022 Shared Task on Translation Suggestion Zhen Yang Fandong Meng Yingxue Zhang Ernan Li Jie Zhou LRM 48 2 0 30 Nov 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 37 5 0 22 Nov 2022
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso 27 7 0 15 Nov 2022
Bilingual Synchronization: Restoring Translational Relationships with Editing Operations Jitao Xu Josep Crego François Yvon 40 4 0 24 Oct 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning Xingwei He Yeyun Gong Alex Jin Weizhen Qi Hang Zhang Jian Jiao Bartuer Zhou Biao Cheng Sm Yiu Nan Duan 38 11 0 21 Oct 2022
The University of Edinburgh's Submission to the WMT22 Code-Mixing Shared Task (MixMT) Faheem Kirefu Vivek Iyer Pinzhen Chen Laurie Burchell MoE 26 1 0 20 Oct 2022
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT Ayush Maheshwari Piyush Sharma P. Jyothi Ganesh Ramakrishnan 36 3 0 13 Oct 2022
Generalization Analysis on Learning with a Concurrent Verifier Masaaki Nishino Kengo Nakamura Norihito Yasuda 39 1 0 11 Oct 2022
Knowledge Based Template Machine Translation In Low-Resource Setting Zilu Tang Derry Wijaya 24 0 0 08 Sep 2022
ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships Chen Zhang Luchin Chang Songruoyao Wu Xu Tan Tao Qin Tie-Yan Liu Kecheng Zhang 26 15 0 12 Jul 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 61 14 0 11 Jun 2022
A Template-based Method for Constrained Neural Machine Translation Shuo Wang Peng Li Zhixing Tan Zhaopeng Tu Maosong Sun Yang Liu BDL 16 2 0 23 May 2022
Multi-segment preserving sampling for deep manifold sampler Daniel Berenberg Jae Hyeon Lee S. Kelow Ji Won Park Andrew Watkins Vladimir Gligorijević Richard Bonneau Stephen Ra Kyunghyun Cho MedIm 27 5 0 09 May 2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features Yufei Tian Nanyun Peng 19 27 0 03 May 2022
Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding Soumya Chatterjee Sunita Sarawagi P. Jyothi 36 1 0 02 Apr 2022
General and Domain Adaptive Chinese Spelling Check with Error Consistent Pretraining Qi Lv Ziqiang Cao Lei Geng Chunhui Ai Xu Yan Guohong Fu 31 26 0 21 Mar 2022
GRS: Combining Generation and Revision in Unsupervised Sentence Simplification Mohammad Dehghan Dhruv Kumar Lukasz Golab 29 12 0 18 Mar 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection Thomas Hartvigsen Saadia Gabriel Hamid Palangi Maarten Sap Dipankar Ray Ece Kamar 38 353 0 17 Mar 2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search Daniel King Zejiang Shen Nishant Subramani Daniel S. Weld Iz Beltagy Doug Downey HILM 28 31 0 16 Mar 2022
UDAAN: Machine Learning based Post-Editing tool for Document Translation Ayush Maheshwari A. Ravindran Venkatapathy Subramanian Ganesh Ramakrishnan 26 7 0 03 Mar 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 58 144 0 23 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 79 2,248 0 08 Feb 2022
Lingua Custodia's participation at the WMT 2021 Machine Translation using Terminologies shared task Melissa Ailem Jinghsu Liu Raheel Qader 21 6 0 03 Nov 2021
WeTS: A Benchmark for Translation Suggestion Zhen Yang Fandong Meng Yingxue Zhang Ernan Li Jie Zhou VLM 32 11 0 11 Oct 2021
Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He 29 39 0 26 Sep 2021
A Plug-and-Play Method for Controlled Text Generation Damian Pascual Béni Egressy Clara Meister Ryan Cotterell Roger Wattenhofer 27 89 0 20 Sep 2021
CUNI systems for WMT21: Terminology translation Shared Task Josef Jon Michal Novák João Paulo Aires Duvsan Varivs Ondrej Bojar 24 4 0 20 Sep 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 43 76 0 04 Aug 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation Yufei Wang Can Xu Huang Hu Chongyang Tao Stephen Wan Mark Dras Mark Johnson Daxin Jiang 19 10 0 27 Jul 2021
On the Evaluation of Machine Translation for Terminology Consistency Md Mahfuz Ibn Alam Antonios Anastasopoulos Laurent Besacier James Cross Matthias Gallé Philipp Koehn Vassilina Nikoulina 42 33 0 22 Jun 2021