Title
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 104 5 0 17 Apr 2025
Constrained Decoding with Speculative Lookaheads Nishanth Nakshatri Shamik Roy Rajarshi Das Suthee Chaidaroon Leonid Boytsov Rashmi Gangadharaiah 135 0 0 09 Dec 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Zhiyu Li Dianbo Sui DiffM LRM 124 21 0 18 Oct 2024
Neuro-symbolic Training for Reasoning over Spatial Language Tanawan Premsri Parisa Kordjamshidi LRM NAI 64 6 0 19 Jun 2024
Machine Translation Decoding beyond Beam Search Rémi Leblond Jean-Baptiste Alayrac Laurent Sifre Miruna Pislar Jean-Baptiste Lespiau Ioannis Antonoglou Karen Simonyan Oriol Vinyals 66 71 0 12 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 213 4,238 0 01 Jan 2021
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu Peter West Rowan Zellers Ronan Le Bras Chandra Bhagavatula Yejin Choi NAI 67 144 0 24 Oct 2020
Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models Peter West Ximing Lu Ari Holtzman Chandra Bhagavatula Jena D. Hwang Yejin Choi OffRL 29 13 0 16 Oct 2020
The Radicalization Risks of GPT-3 and Advanced Neural Language Models Kris McGuffie Alex Newhouse 55 150 0 15 Sep 2020
Best-First Beam Search Clara Meister Tim Vieira Ryan Cotterell 46 71 0 08 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 602 41,736 0 28 May 2020
Opportunistic Decoding with Timely Correction for Simultaneous Translation Renjie Zheng Mingbo Ma Baigong Zheng Kaibo Liu Liang Huang 62 18 0 02 May 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 62 158 0 22 Apr 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 121 968 0 04 Dec 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 39 575 0 12 Aug 2019
Comparison of Diverse Decoding Methods from Conditional Language Models Daphne Ippolito Reno Kriz M. Kustikova João Sedoc Chris Callison-Burch AI4CE 69 114 0 14 Jun 2019
Training Neural Machine Translation To Apply Terminology Constraints Georgiana Dinu Prashant Mathur Marcello Federico Yaser Al-Onaizan AI4CE 54 159 0 03 Jun 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 170 3,160 0 22 Apr 2019
Pragmatically Informative Text Generation Sheng Shen Daniel Fried Jacob Andreas Dan Klein 59 65 0 02 Apr 2019
Non-Monotonic Sequential Text Generation Sean Welleck Kianté Brantley Hal Daumé Kyunghyun Cho 63 130 0 05 Feb 2019
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling Ning Miao Hao Zhou Lili Mou Rui Yan Lei Li 126 192 0 14 Nov 2018
Findings of the E2E NLG Challenge Ondrej Dusek Jekaterina Novikova Verena Rieser 63 115 0 02 Oct 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 170 1,615 0 13 May 2018
Neural Machine Translation Decoding with Terminology Constraints Eva Hasler Adria de Gispert Gonzalo Iglesias Bill Byrne AI4CE 55 109 0 09 May 2018
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation Matt Post David Vilar 66 314 0 18 Apr 2018
Marian: Fast Neural Machine Translation in C++ Marcin Junczys-Dowmunt Roman Grundkiewicz Tomasz Dwojak Hieu T. Hoang Kenneth Heafield ... Ulrich Germann Alham Fikri Aji Nikolay Bogoychev André F. T. Martins Alexandra Birch 85 716 0 01 Apr 2018
Recurrent Neural Networks as Weighted Language Recognizers Yining Chen Sorcha Gilroy A. Maletti Jonathan May Kevin Knight 47 77 0 15 Nov 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 145 588 0 25 Jul 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Chris Hokamp Qun Liu 61 375 0 24 Apr 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 153 990 0 02 Mar 2017
Guided Open Vocabulary Image Captioning with Constrained Beam Search Peter Anderson Basura Fernando Mark Johnson Stephen Gould 73 234 0 02 Dec 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 84 1,909 0 29 Jul 2016
Global Neural CCG Parsing with Optimality Guarantees Kenton Lee M. Lewis Luke Zettlemoyer 45 40 0 05 Jul 2016
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings Ondrej Dusek Filip Jurcícek 52 187 0 17 Jun 2016
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories N. Mostafazadeh Nathanael Chambers Xiaodong He Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen 125 710 0 06 Apr 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic L. Rojas-Barahona Pei-hao Su David Vandyke S. Young 41 188 0 03 Mar 2016
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 250 4,471 0 20 Nov 2014