Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

7 October 2016

Ashwin K. Vijayakumar

Michael Cogswell

Ramprasaath R. Selvaraju

Papers citing "Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models"

34 / 34 papers shown

Title
First Finish Search: Efficient Test-Time Scaling in Large Language Models Aradhye Agarwal Ayan Sengupta Tanmoy Chakraborty ReLM RALM ALM LRM 52 0 0 23 May 2025
Weight Ensembling Improves Reasoning in Language Models Xingyu Dang Christina Baek Kaiyue Wen Zico Kolter Aditi Raghunathan MoMe LRM 87 1 0 14 Apr 2025
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval Enrico Palumbo Gustavo Penha Andreas Damianou José Luis Redondo García Timothy Christopher Heath Alice Wang Hugues Bouchard M. Lalmas 103 0 0 31 Mar 2025
Drift: Decoding-time Personalized Alignments with Implicit User Preferences Minbeom Kim Kang-il Lee Seongho Joo Hwaran Lee Thibaut Thonet Kyomin Jung AI4TS 143 1 0 20 Feb 2025
Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption Alireza Nik Michael A. Riegler Pål Halvorsen 76 1 0 17 Feb 2025
Automatic Evaluation of Healthcare LLMs Beyond Question-Answering Anna Arias-Duart Pablo A. Martin-Torres Daniel Hinjos Pablo Bernabeu Perez Lucia Urcelay-Ganzabal Marta Gonzalez-Mallo Ashwin Kumar Gururajan Enrique Lopez-Cuena Sergio Alvarez-Napagao Dario Garcia-Gasulla LM&MA ELM 204 3 0 10 Feb 2025
Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities Chung-En Sun Xiaodong Liu Weiwei Yang Tsui-Wei Weng Hao Cheng Aidan San Michel Galley Jianfeng Gao 76 2 0 24 Oct 2024
REFFLY: Melody-Constrained Lyrics Editing Model Songyan Zhao Bingxuan Li Yufei Tian Nanyun Peng 49 0 0 30 Aug 2024
CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT Volumes Theo Di Piazza 55 1 0 21 Aug 2024
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai Jialong Wu Congzhi Zhang Haowen Sun Deyu Zhou 75 4 0 02 Jul 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 71 0 0 17 Jun 2024
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models Sarah E. Finch Jinho D. Choi LRM 105 0 0 13 Jun 2024
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 92 15 0 11 Jun 2022
How Decoding Strategies Affect the Verifiability of Generated Text Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 71 50 0 09 Nov 2019
How hard can it be? Estimating the difficulty of visual search in an image Radu Tudor Ionescu B. Alexe Marius Leordeanu Marius Popescu Dim P. Papadopoulos V. Ferrari 50 140 0 23 May 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 834 6,768 0 26 Sep 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 70 1,901 0 29 Jul 2016
Smart Reply: Automated Response Suggestion for Email Anjuli Kannan Karol Kurach Sujith Ravi Tobias Kaufmann Andrew Tomkins ... G. Corrado László Lukács Marina Ganea Peter Young Vivek Ramavajjala VLM 44 309 0 15 Jun 2016
Visual Storytelling Ting-Hao 'Kenneth' Huang Huang Francis Ferraro N. Mostafazadeh Ishan Misra ... C. L. Zitnick Devi Parikh Lucy Vanderwende Michel Galley Margaret Mitchell VGen 53 470 0 13 Apr 2016
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Chia-Wei Liu Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau 94 1,292 0 25 Mar 2016
Mutual Information and Diverse Decoding Improve Neural Machine Translation Jiwei Li Dan Jurafsky 54 120 0 04 Jan 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 113 2,380 0 11 Oct 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 101 1,768 0 19 Jun 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 102 1,417 0 03 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 162 5,421 0 03 May 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 72 5,569 0 07 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 244 4,451 0 20 Nov 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 199 6,009 0 17 Nov 2014
Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets Adarsh Prasad Stefanie Jegelka Dhruv Batra 35 68 0 06 Nov 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 422 27,205 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 340 43,290 0 01 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 323 33,445 0 16 Oct 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 184 8,503 0 22 Mar 2013
Chameleons in imagined conversations: A new approach to understanding coordination of linguistic style in dialogs Cristian Danescu-Niculescu-Mizil Lillian Lee 89 425 0 15 Jun 2011