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"

50 / 125 papers shown

Title
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models Junda Zhao Yuliang Song Eldan Cohen 21 0 0 14 May 2025
LookAlike: Consistent Distractor Generation in Math MCQs Nisarg Parikh Nigel Fernandez Alexander Scarlatos Simon Woodhead Andrew S. Lan 53 0 0 03 May 2025
Multi-agents based User Values Mining for Recommendation L. Chen Wei Yuan Tong Chen Xiangyu Zhao Nguyen Quoc Viet Hung Hongzhi Yin OffRL 52 0 0 02 May 2025
Jekyll-and-Hyde Tipping Point in an AI's Behavior Neil F. Johnson Frank Yingjie Huo 46 0 0 29 Apr 2025
Weight Ensembling Improves Reasoning in Language Models Xingyu Dang Christina Baek Kaiyue Wen Zico Kolter Aditi Raghunathan MoMe LRM 65 1 0 14 Apr 2025
Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts Elisei Rykov Kseniia Petrushina Kseniia Titova Alexander Panchenko Vasily Konovalov 48 0 0 20 Mar 2025
BRIDO: Bringing Democratic Order to Abstractive Summarization Junhyun Lee Harshith Goka Hyeonmok Ko HILM 54 0 0 25 Feb 2025
Drift: Decoding-time Personalized Alignments with Implicit User Preferences Minbeom Kim Kang-il Lee Seongho Joo Hwaran Lee Thibaut Thonet Kyomin Jung AI4TS 121 1 0 20 Feb 2025
Implicit Causality-biases in humans and LLMs as a tool for benchmarking LLM discourse capabilities Florian Kankowski Torgrim Solstad Sina Zarriess Oliver Bott 87 1 0 22 Jan 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 46 2 0 24 Oct 2024
REFFLY: Melody-Constrained Lyrics Editing Model Songyan Zhao Bingxuan Li Yufei Tian Nanyun Peng 33 0 0 30 Aug 2024
CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT Volumes Theo Di Piazza 32 0 0 21 Aug 2024
StyEmp: Stylizing Empathetic Response Generation via Multi-Grained Prefix Encoder and Personality Reinforcement Yahui Fu Chenhui Chu Tatsuya Kawahara 42 2 0 05 Aug 2024
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation Esteban Garces Arias Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 43 4 0 26 Jul 2024
Overview of AI-Debater 2023: The Challenges of Argument Generation Tasks Jiayu Lin Guanrong Chen Bojun Jin Chenyang Li Shutong Jia ... R. Xu Long Zhang Jiuxin Cao Ting Jin Zhongyu Wei 39 0 0 20 Jul 2024
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai Jialong Wu Congzhi Zhang Haowen Sun Deyu Zhou 49 2 0 02 Jul 2024
Machine Learning Predictors for Min-Entropy Estimation Javier Blanco-Romero Vicente Lorenzo Florina Almenáres Mendoza Daniel Díaz Sánchez 30 1 0 28 Jun 2024
Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors Vikas Yadav Zheng Tang Vijay Srinivasan 40 8 0 24 Jun 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 40 0 0 17 Jun 2024
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models Sarah E. Finch Jinho D. Choi LRM 81 0 0 13 Jun 2024
SemEval-2024 Shared Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes Timothee Mickus Elaine Zosa Raúl Vázquez Teemu Vahtola Jörg Tiedemann Vincent Segonne Alessandro Raganato Marianna Apidianaki HILM LRM 43 21 0 12 Mar 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 32 4 0 06 Mar 2024
ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI Sarah E. Finch Jinho D. Choi LRM 21 3 0 27 Jan 2024
Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models Erik Arakelyan Zhaoqi Liu Isabelle Augenstein AAML 45 10 0 25 Jan 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
Visual Question Generation in Bengali Mahmud Hasan Labiba Islam J. Ruma T. Mayeesha Rashedur Rahman 24 1 0 12 Oct 2023
Aligning Language Models with Human Preferences via a Bayesian Approach Jiashuo Wang Haozhao Wang Shichao Sun Wenjie Li ALM 40 22 0 09 Oct 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 47 0 06 Oct 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 18 10 0 28 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 30 4 0 17 May 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization Griffin Adams Bichlien H. Nguyen Jake A. Smith Yingce Xia Shufang Xie Anna Ostropolets Budhaditya Deb Yuan Chen Tristan Naumann Noémie Elhadad 32 8 0 12 May 2023
DISTO: Evaluating Textual Distractors for Multi-Choice Questions using Negative Sampling based Approach Bilal Ghanem Alona Fyshe 32 4 0 10 Apr 2023
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization Qianqian Xie Jiayu Zhou Yifan Peng Fei Wang HILM MedIm 42 10 0 15 Mar 2023
Coherence and Diversity through Noise: Self-Supervised Paraphrase Generation via Structure-Aware Denoising Rishabh Gupta Venktesh V. Mukesh Mohania Vikram Goyal 19 1 0 06 Feb 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 24 8 0 31 Jan 2023
Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise Zheng-Wen Lin Yeyun Gong Yelong Shen Tong Wu Zhihao Fan Chen Lin Nan Duan Weizhu Chen AI4CE DiffM VLM 40 61 0 22 Dec 2022
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 29 3 0 20 Dec 2022
Automatic Generation of Factual News Headlines in Finnish Maximilian Koppatz Khalid Alnajjar Mika Hämäläinen Thierry Poibeau 29 2 0 05 Dec 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 42 19 0 30 Oct 2022
Transformer-Based Conditioned Variational Autoencoder for Dialogue Generation Huihui Yang 24 0 0 22 Oct 2022
Towards Summary Candidates Fusion Mathieu Ravaut Chenyu You Nancy F. Chen 32 14 0 17 Oct 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 23 0 29 Sep 2022
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge Lingzhi Wang Chenyu You Wei Gao Xingshan Zeng Kam-Fai Wong 22 9 0 23 Sep 2022
The first neural machine translation system for the Erzya language David Dale 78 7 0 19 Sep 2022
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation Hongyuan Lu W. Lam 16 9 0 17 Aug 2022
Learning from flowsheets: A generative transformer model for autocompletion of flowsheets Gabriel Vogel Lukas Schulze Balhorn Artur M. Schweidtmann AI4CE 40 33 0 01 Aug 2022
Learning to Diversify for Product Question Generation Haggai Roitman Uriel Singer Yotam Eshel A. Nus E. Kiperwasser 18 1 0 06 Jul 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations Damilola Omitaomu Shabnam Tafreshi Tingting Liu Sven Buechel Chris Callison-Burch J. Eichstaedt Lyle Ungar João Sedoc 47 48 0 25 May 2022
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search Tianlin Li Zhe Chen Bo Jiang Jin Tang Bin Luo Dacheng Tao 45 18 0 19 May 2022