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 / 128 papers shown

Title
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 47 18 0 19 May 2022
Recovering Private Text in Federated Learning of Language Models Samyak Gupta Yangsibo Huang Zexuan Zhong Tianyu Gao Kai Li Danqi Chen FedML 40 75 0 17 May 2022
Diverse Image Captioning with Grounded Style Franz Klein Shweta Mahajan S. Roth 22 7 0 03 May 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages Bin Li Yixuan Weng Fei Xia Hanjun Deng 29 15 0 09 Apr 2022
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors Wanyu Du Jianqiao Zhao Liwei Wang Yangfeng Ji BDL 29 15 0 04 Apr 2022
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation Kushal Arora Layla El Asri Hareesh Bahuleyan Jackie C.K. Cheung 43 79 0 03 Apr 2022
On the probability-quality paradox in language generation Clara Meister Gian Wiher Tiago Pimentel Ryan Cotterell 36 14 0 31 Mar 2022
On Decoding Strategies for Neural Text Generators Gian Wiher Clara Meister Ryan Cotterell 30 65 0 29 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
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mathieu Ravaut Chenyu You Nancy F. Chen MoE 16 92 0 13 Mar 2022
Rethinking and Refining the Distinct Metric Siyang Liu Sahand Sabour Yinhe Zheng Pei Ke Xiaoyan Zhu Minlie Huang 36 11 0 28 Feb 2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation Jiacheng Ye Jiahui Gao Qintong Li Hang Xu Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa 47 212 0 16 Feb 2022
Wav2Vec2.0 on the Edge: Performance Evaluation Santosh Gondi 11 6 0 12 Feb 2022
Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu Siddhartha Reddy Jonnalagadda Greg Durrett AI4CE 40 8 0 14 Dec 2021
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 174 86 0 06 Dec 2021
Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs M. Jegadeesan Sachin Kumar John Wieting Yulia Tsvetkov SyDa 27 2 0 25 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
Teaching Models new APIs: Domain-Agnostic Simulators for Task Oriented Dialogue Moya Chen Paul A. Crook Stephen Roller ALM 48 7 0 13 Oct 2021
Semi-Autoregressive Image Captioning Xu Yan Zhengcong Fei Zekang Li Shuhui Wang Qingming Huang Qi Tian 35 23 0 11 Oct 2021
WeTS: A Benchmark for Translation Suggestion Zhen Yang Fandong Meng Yingxue Zhang Ernan Li Jie Zhou VLM 32 11 0 11 Oct 2021
Mixup Decoding for Diverse Machine Translation Jicheng Li Pengzhi Gao Xuanfu Wu Yang Feng Zhongjun He Hua Wu Haifeng Wang 33 14 0 08 Sep 2021
More but Correct: Generating Diversified and Entity-revised Medical Response Bin Li Encheng Chen Hongrui Liu Yixuan Weng Bin Sun Shutao Li Yongping Bai Meiling Hu MedIm 19 11 0 03 Aug 2021
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction Wei Wei Jiayi Liu Xian-Ling Mao G. Guo Feida Zhu Pan Zhou Yuchong Hu 53 56 0 06 Jun 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou ReLM LRM 24 26 0 02 Jun 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering Feng Nan Cicero Nogueira dos Santos Henghui Zhu Patrick Ng Kathleen McKeown Ramesh Nallapati Dejiao Zhang Zhiguo Wang Andrew O. Arnold Bing Xiang HILM 14 82 0 10 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
AMR Parsing with Action-Pointer Transformer Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Radu Florian 46 44 0 29 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 27 86 0 14 Apr 2021
Human-like Controllable Image Captioning with Verb-specific Semantic Roles Long Chen Zhihong Jiang Jun Xiao Wei Liu 30 74 0 22 Mar 2021
The Transformer Network for the Traveling Salesman Problem Xavier Bresson T. Laurent 19 85 0 04 Mar 2021
Query Rewriting via Cycle-Consistent Translation for E-Commerce Search Yiming Qiu Kang Zhang Han Zhang Songlin Wang Sulong Xu Yun Xiao Bo Long Wen-Yun Yang 54 16 0 01 Mar 2021
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Eyal Ben-David Nadav Oved Roi Reichart VLM OOD 17 88 0 24 Feb 2021
Generating Natural Questions from Images for Multimodal Assistants Alkesh Patel Akanksha Bindal Hadas Kotek Christopher Klein Jason D. Williams VGen 40 7 0 17 Nov 2020
Target Guided Emotion Aware Chat Machine Wei Wei Jiayi Liu Xian-Ling Mao G. Guo Feida Zhu Pan Zhou Yuchong Hu Shanshan Feng 30 24 0 15 Nov 2020
Are Some Words Worth More than Others? Shiran Dudy Steven Bedrick 18 14 0 12 Oct 2020
Towards Unique and Informative Captioning of Images Zeyu Wang Berthy Feng Karthik R. Narasimhan Olga Russakovsky 25 37 0 08 Sep 2020
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data Michael Cogswell Jiasen Lu Rishabh Jain Stefan Lee Devi Parikh Dhruv Batra VLM EgoV 36 15 0 24 Jul 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation Zhiliang Tian Wei Bi Dongkyu Lee Lanqing Xue Yiping Song Xiaojiang Liu N. Zhang 27 25 0 13 May 2020
Imitation Attacks and Defenses for Black-box Machine Translation Systems Eric Wallace Mitchell Stern D. Song AAML 22 119 0 30 Apr 2020
Trading Off Diversity and Quality in Natural Language Generation Hugh Zhang Daniel Duckworth Daphne Ippolito Arvind Neelakantan 22 93 0 22 Apr 2020
Robust Explanations for Visual Question Answering Badri N. Patro Shivansh Pate Vinay P. Namboodiri OOD AAML 25 20 0 23 Jan 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 25 312 0 04 Dec 2019
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 23 50 0 09 Nov 2019
Learning to Make Generalizable and Diverse Predictions for Retrosynthesis Benson Chen T. Shen Tommi Jaakkola Regina Barzilay 24 46 0 21 Oct 2019
Do Massively Pretrained Language Models Make Better Storytellers? A. See Aneesh S. Pappu Rohun Saxena Akhila Yerukola Christopher D. Manning 45 166 0 24 Sep 2019
A Multi-Turn Emotionally Engaging Dialog Model Yubo Xie Ekaterina Svikhnushina P. Pu 16 15 0 15 Aug 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 25 132 0 22 Jul 2019
Generating Question Relevant Captions to Aid Visual Question Answering Jialin Wu Zeyuan Hu Raymond J. Mooney 31 42 0 03 Jun 2019