Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation

18 April 2018

Papers citing "Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation"

50 / 179 papers shown

Title
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models Donghoon Kim Minji Bae Kyuhong Shim B. Shim 38 0 0 13 May 2025
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 44 0 0 04 May 2025
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models Haotian Ye Himanshu Jain Chong You A. Suresh Haowei Lin James Zou Felix X. Yu 36 0 0 12 Apr 2025
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization Zhouhong Gu Xingzhou Chen Xiaoran Shi Tao Wang Suhang Zheng Tianyu Li Hongwei Feng Yanghua Xiao 78 0 0 26 Mar 2025
Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation Bryan Li Jiaming Luo Eleftheria Briakou Colin Cherry 40 0 0 06 Mar 2025
Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding Kimia Ramezan Alireza Amiri Bavandpour Yifei Yuan Clemencia Siro Mohammad Aliannejadi 33 0 0 17 Feb 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 173 0 0 31 Dec 2024
Control Large Language Models via Divide and Conquer Bingxuan Li Yiwei Wang Tao Meng Kai-Wei Chang Nanyun Peng 31 0 0 06 Oct 2024
Edit-Constrained Decoding for Sentence Simplification Tatsuya Zetsu Yuki Arase Tomoyuki Kajiwara 30 0 0 28 Sep 2024
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking Zhuoer Wang Leonardo F. R. Ribeiro Alexandros Papangelis Rohan Mukherjee Tzu-Yen Wang Xinyan Zhao Arijit Biswas James Caverlee A. Metallinou 44 0 0 18 Jul 2024
Combining Constraint Programming Reasoning with Large Language Model Predictions Florian Régin Elisabetta De Maria Alexandre Bonlarron 53 2 0 18 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 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 32 1 0 04 Jul 2024
A Data-Driven Guided Decoding Mechanism for Diagnostic Captioning Panagiotis Kaliosis John Pavlopoulos Foivos Charalampakos Georgios Moschovis Ion Androutsopoulos MedIm 29 1 0 20 Jun 2024
Intertwining CP and NLP: The Generation of Unreasonably Constrained Sentences Alexandre Bonlarron Jean-Charles Régin 34 1 0 15 Jun 2024
Markov Constraint as Large Language Model Surrogate Alexandre Bonlarron Jean-Charles Régin 32 1 0 11 Jun 2024
Grammar-Aligned Decoding Kanghee Park Jiayu Wang Taylor Berg-Kirkpatrick Nadia Polikarpova Loris Dántoni 42 10 0 31 May 2024
Constrained Decoding for Secure Code Generation Yanjun Fu Ethan Baker Yu Ding Yizheng Chen AAML 40 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
Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata Jinghong Chen Weizhe Lin Jingbiao Mei Bill Byrne AI4CE 40 1 0 10 Apr 2024
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models Yantao Liu Zijun Yao Xin Lv Yuchen Fan S. Cao Jifan Yu Lei Hou Juanzi Li 47 2 0 04 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 38 2 0 30 Mar 2024
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 30 2 0 10 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
Distilling Text Style Transfer With Self-Explanation From LLMs Chiyu Zhang Honglong Cai Yuezhang Li Li Yuexin Wu Le Hou Muhammad Abdul-Mageed 50 10 0 02 Mar 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons Zheng-Xin Yong Cristina Menghini Stephen H. Bach 45 3 0 21 Feb 2024
JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models Jillian R. Fisher Ximing Lu Jaehun Jung Liwei Jiang Zaid Harchaoui Yejin Choi 39 6 0 13 Feb 2024
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability Xing-ming Guo Fangxu Yu Huan Zhang Lianhui Qin Bin Hu AAML 117 70 0 13 Feb 2024
Constrained Decoding for Cross-lingual Label Projection Duong Minh Le Yang Chen Alan Ritter Wei-ping Xu 27 7 0 05 Feb 2024
Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting Ke Min Wang Jun Xie Yuqi Zhang Yu Zhao AI4CE 22 2 0 08 Dec 2023
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints Kareem Ahmed Kai-Wei Chang Mathias Niepert 34 10 0 06 Dec 2023
To be or not to be? an exploration of continuously controllable prompt engineering Yuhan Sun Mukai Li Yixin Cao Kun Wang Wenxiao Wang Xingyu Zeng Rui Zhao LLMAG 34 2 0 16 Nov 2023
Prompt Sketching for Large Language Models Luca Beurer-Kellner Mark Niklas Muller Marc Fischer Martin Vechev KELM LRM 35 3 0 08 Nov 2023
Evaluating, Understanding, and Improving Constrained Text Generation for Large Language Models Xiang Chen Xiaojun Wan 27 0 0 25 Oct 2023
Evaluating Large Language Models on Controlled Generation Tasks Jiao Sun Yufei Tian Wangchunshu Zhou Nan Xu Qian Hu Rahul Gupta John Wieting Nanyun Peng Xuezhe Ma LRM ELM 40 61 0 23 Oct 2023
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification Yingjie Zhu Jiasheng Si Yibo Zhao Haiyang Zhu Deyu Zhou Yulan He 41 6 0 23 Oct 2023
Domain Terminology Integration into Machine Translation: Leveraging Large Language Models Yasmin Moslem Gianfranco Romani Mahdi Molaei Rejwanul Haque John D. Kelleher Andy Way 33 16 0 22 Oct 2023
IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems Xu Huang Zhirui Zhang Ruize Gao Yichao Du Lemao Liu Gouping Huang Shuming Shi Jiajun Chen Shujian Huang VLM 21 0 0 17 Oct 2023
Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning Shitong Duan Xiaoyuan Yi Peng Zhang T. Lu Xing Xie Ning Gu 24 9 0 17 Oct 2023
Gotta be SAFE: A New Framework for Molecular Design Emmanuel Noutahi Cristian Gabellini Michael Craig Jonathan S.C Lim Prudencio Tossou 29 16 0 16 Oct 2023
Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans Aviv Slobodkin Avi Caciularu Eran Hirsch Ido Dagan 20 3 0 13 Oct 2023
Formally Specifying the High-Level Behavior of LLM-Based Agents M. Crouse Ibrahim Abdelaziz Ramón Fernández Astudillo Kinjal Basu Soham Dan Sadhana Kumaravel Achille Fokoue Pavan Kapanipathi Salim Roukos Luis Lastras LLMAG 23 8 0 12 Oct 2023
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models Archiki Prasad Elias Stengel-Eskin Mohit Bansal ReLM LRM 33 8 0 09 Oct 2023
Constraints First: A New MDD-based Model to Generate Sentences Under Constraints Alexandre Bonlarron Aurélie Calabrèse Pierre Kornprobst Jean-Charles Régin 11 3 0 21 Sep 2023
Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding André Storhaug Jingyue Li Tianyuan Hu AAML 34 14 0 18 Sep 2023
A Benchmark for Text Expansion: Datasets, Metrics, and Baselines Yi Chen Haiyun Jiang Wei Bi Rui Wang Longyue Wang Shuming Shi Ruifeng Xu VLM 30 0 0 17 Sep 2023
VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model Tianyu Chen Lin Li ZhuLiuchuan ZhuLiuchuan Zongyang Li Xueqing Liu Guangtai Liang Qianxiang Wang Tao Xie 16 3 0 09 Aug 2023
Negative Lexical Constraints in Neural Machine Translation Josef Jon Duvsan Varivs Michal Novák João Paulo Aires Ondrej Bojar 19 1 0 07 Aug 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 21 5 0 21 Jun 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training Komal K. Teru 40 5 0 16 Jun 2023