If beam search is the answer, what was the question?

6 October 2020

Papers citing "If beam search is the answer, what was the question?"

42 / 42 papers shown

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 42 2 0 17 Apr 2025
Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies Sijin Chen Omar Hagrass Jason M. Klusowski 32 3 0 04 Oct 2024
Entropy-Reinforced Planning with Large Language Models for Drug Discovery Xuefeng Liu Chih-chan Tien Peng Ding Songhao Jiang Rick L. Stevens 45 4 0 11 Jun 2024
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation Yuqiao Wen Behzad Shayegh Chenyang Huang Yanshuai Cao Lili Mou 58 4 0 29 Feb 2024
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding Yuu Jinnai Ukyo Honda Tetsuro Morimura Peinan Zhang 34 6 0 10 Jan 2024
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 32 34 0 09 Oct 2023
Utility-Probability Duality of Neural Networks Bojun Huang Fei Yuan UQCV 35 1 0 24 May 2023
Revisiting Entropy Rate Constancy in Text Vivek Verma Nicholas Tomlin Dan Klein 21 4 0 20 May 2023
How do decoding algorithms distribute information in dialogue responses? Saranya Venkatraman He He David Reitter 19 5 0 29 Mar 2023
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents Wenlong Huang Fei Xia Dhruv Shah Danny Driess Andy Zeng ... Pete Florence Igor Mordatch Sergey Levine Karol Hausman Brian Ichter LM&Ro 32 43 0 01 Mar 2023
RCsearcher: Reaction Center Identification in Retrosynthesis via Deep Q-Learning Zixun Lan Zuo Zeng Binjie Hong Zhenfu Liu Fei Ma 27 10 0 28 Jan 2023
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 31 3 0 20 Dec 2022
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei Xu 29 63 0 19 Dec 2022
DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding Jianhao Yan Jin Xu Fandong Meng Jie Zhou Yue Zhang 24 3 0 08 Dec 2022
CUNI Submission in WMT22 General Task Josef Jon Martin Popel Ondrej Bojar 6 6 0 29 Nov 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 37 5 0 22 Nov 2022
Wall Street Tree Search: Risk-Aware Planning for Offline Reinforcement Learning D. Elbaz Gal Novik Oren Salzman OffRL 33 0 0 06 Nov 2022
Offline RL for Natural Language Generation with Implicit Language Q Learning Charles Burton Snell Ilya Kostrikov Yi Su Mengjiao Yang Sergey Levine OffRL 144 103 0 05 Jun 2022
GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation Rolandos Alexandros Potamias Alexandros Neofytou Kyriaki-Margarita Bintsi S. Zafeiriou 35 13 0 30 May 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization Puyuan Liu Chenyang Huang Lili Mou 35 20 0 28 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
Quality-Aware Decoding for Neural Machine Translation Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins 43 57 0 02 May 2022
The Implicit Length Bias of Label Smoothing on Beam Search Decoding Bowen Liang Pidong Wang Yuan Cao 24 1 0 02 May 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 28 6 0 11 Apr 2022
On the probability-quality paradox in language generation Clara Meister Gian Wiher Tiago Pimentel Ryan Cotterell 36 14 0 31 Mar 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 29 30 0 28 Mar 2022
Enabling arbitrary translation objectives with Adaptive Tree Search Wang Ling Wojciech Stokowiec Domenic Donato Laurent Sartran Lei Yu Austin Matthews Chris Dyer 16 0 0 23 Feb 2022
Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding Peter Sullivan Toshiko Shibano Muhammad Abdul-Mageed 44 11 0 10 Feb 2022
Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu Siddhartha Reddy Jonnalagadda Greg Durrett AI4CE 40 8 0 14 Dec 2021
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Alexander Fraser 65 28 0 15 Oct 2021
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 110 170 0 14 Oct 2021
Conditional Poisson Stochastic Beam Search Clara Meister Afra Amini Tim Vieira Ryan Cotterell 26 10 0 22 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
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation Ivan Provilkov A. Malinin 25 4 0 13 Sep 2021
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation Bryan Eikema Wilker Aziz 28 45 0 10 Aug 2021
Determinantal Beam Search Clara Meister Martina Forster Ryan Cotterell 19 13 0 14 Jun 2021
Offline Reinforcement Learning as One Big Sequence Modeling Problem Michael Janner Qiyang Li Sergey Levine OffRL 68 651 0 03 Jun 2021
A Cognitive Regularizer for Language Modeling Jason W. Wei Clara Meister Ryan Cotterell 21 21 0 15 May 2021
A New Approach to Overgenerating and Scoring Abstractive Summaries Kaiqiang Song Bingqing Wang Z. Feng Fei Liu 22 17 0 05 Apr 2021
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 28 12 0 15 Sep 2020
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,209 0 12 Jun 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016