Why is constrained neural language generation particularly challenging?

11 June 2022

Papers citing "Why is constrained neural language generation particularly challenging?"

18 / 18 papers shown

Title
WildIFEval: Instruction Following in the Wild Gili Lior Asaf Yehudai Ariel Gera L. Ein-Dor 66 0 0 09 Mar 2025
Combining Constraint Programming Reasoning with Large Language Model Predictions Florian Régin Elisabetta De Maria Alexandre Bonlarron 51 2 0 18 Jul 2024
Benchmarking Complex Instruction-Following with Multiple Constraints Composition Bosi Wen Pei Ke Xiaotao Gu Lindong Wu Hao Huang ... Jiaxin Xu Yiming Liu Jie Tang Hongning Wang Minlie Huang CoGe 57 30 0 04 Jul 2024
Intertwining CP and NLP: The Generation of Unreasonably Constrained Sentences Alexandre Bonlarron Jean-Charles Régin 34 1 0 15 Jun 2024
Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation Do June Min Verónica Pérez-Rosas Kenneth Resnicow Rada Mihalcea OffRL 48 2 0 20 Mar 2024
Advancing Perception in Artificial Intelligence through Principles of Cognitive Science Palaash Agrawal Cheston Tan Heena Rathore 44 1 0 13 Oct 2023
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation Jonathan Pei Kevin Kaichuang Yang Dan Klein 38 21 0 06 Jul 2023
Gender Neutralization for an Inclusive Machine Translation: from Theoretical Foundations to Open Challenges Andrea Piergentili Dennis Fucci Beatrice Savoldi L. Bentivogli Matteo Negri AI4CE 22 16 0 24 Jan 2023
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models Jonas Belouadi Steffen Eger 44 24 0 20 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 36 4 0 07 Dec 2022
IFDID: Information Filter upon Diversity-Improved Decoding for Diversity-Faithfulness Tradeoff in NLG Han Meng Xiaosong He Zexing Chen F. Zhou 32 0 0 25 Oct 2022
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,587 0 18 Sep 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 206 616 0 03 Sep 2019
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 185 711 0 17 Apr 2018
Adversarial Evaluation of Dialogue Models Anjuli Kannan Oriol Vinyals AAML ALM 131 76 0 27 Jan 2017
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,253 0 14 Nov 2016
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 196 223 0 23 Sep 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 198 1,327 0 05 Jun 2016