Contrastive Search Is What You Need For Neural Text Generation

25 October 2022

Papers citing "Contrastive Search Is What You Need For Neural Text Generation"

19 / 19 papers shown

Title
Context-Enhanced Contrastive Search for Improved LLM Text Generation Jaydip Sen Rohit Pandey Hetvi Waghela 46 0 0 22 Apr 2025
Quasi-random Multi-Sample Inference for Large Language Models Aditya Parashar Aditya Vikram Singh Avinash Amballa Jinlin Lai Benjamin Rozonoyer LRM 56 0 0 09 Nov 2024
Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework Esteban Garces Arias Hannah Blocher Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 23 1 0 24 Oct 2024
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation Esteban Garces Arias Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 36 3 0 26 Jul 2024
REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy Haw-Shiuan Chang Nanyun Peng Mohit Bansal Anil Ramakrishna Tagyoung Chung HILM 33 2 0 11 Jun 2024
Inconsistent dialogue responses and how to recover from them Mian Zhang Lifeng Jin Linfeng Song Haitao Mi Dong Yu 24 1 0 18 Jan 2024
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 22 1 0 15 Oct 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 30 4 0 22 May 2023
De-novo Identification of Small Molecules from Their GC-EI-MS Spectra Adam Hájek Michal Starý Filip Jozefov Helge Hecht E. Price Alevs Kvrenek 6 0 0 04 Apr 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 23 57 0 11 Feb 2023
Momentum Decoding: Open-ended Text Generation As Graph Exploration Tian Lan Yixuan Su Shuhang Liu Heyan Huang Xian-Ling Mao 34 5 0 05 Dec 2022
Contrastive Decoding: Open-ended Text Generation as Optimization Xiang Lisa Li Ari Holtzman Daniel Fried Percy Liang Jason Eisner Tatsunori Hashimoto Luke Zettlemoyer M. Lewis 20 321 0 27 Oct 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 16 68 0 19 May 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning Yixuan Su Fangyu Liu Zaiqiao Meng Tian Lan Lei Shu Ehsan Shareghi Nigel Collier 131 57 0 07 Nov 2021
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 148 192 0 29 Sep 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 210 1,485 0 02 Sep 2021
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 197 308 0 02 Mar 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018