Consistency of a Recurrent Language Model With Respect to Incomplete Decoding

6 February 2020

Papers citing "Consistency of a Recurrent Language Model With Respect to Incomplete Decoding"

24 / 24 papers shown

Title
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
Amortizing intractable inference in diffusion models for vision, language, and control S. Venkatraman Moksh Jain Luca Scimeca Minsu Kim Marcin Sendera ... Alexandre Adam Jarrid Rector-Brooks Yoshua Bengio Glen Berseth Nikolay Malkin 70 25 0 31 May 2024
The pitfalls of next-token prediction Gregor Bachmann Vaishnavh Nagarajan 37 63 0 11 Mar 2024
LongStory: Coherent, Complete and Length Controlled Long story Generation Kyeongman Park Nakyeong Yang Kyomin Jung 43 4 0 26 Nov 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
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation Jian Guan Minlie Huang 32 0 0 04 Jul 2023
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents Wenlong Huang Fei Xia Dhruv Shah Danny Driess Andy Zeng ... Pete Florence Igor Mordatch Sergey Levine Karol Hausman Brian Ichter LM&Ro 27 42 0 01 Mar 2023
MAUVE Scores for Generative Models: Theory and Practice Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 35 22 0 30 Dec 2022
A Measure-Theoretic Characterization of Tight Language Models Li Du Lucas Torroba Hennigen Tiago Pimentel Clara Meister Jason Eisner Ryan Cotterell 36 30 0 20 Dec 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 35 5 0 22 Nov 2022
Reward Gaming in Conditional Text Generation Richard Yuanzhe Pang Vishakh Padmakumar Thibault Sellam Ankur P. Parikh He He 35 24 0 16 Nov 2022
Truncation Sampling as Language Model Desmoothing John Hewitt Christopher D. Manning Percy Liang BDL 44 76 0 27 Oct 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations Jaehun Jung Lianhui Qin Sean Welleck Faeze Brahman Chandra Bhagavatula Ronan Le Bras Yejin Choi ReLM LRM 229 190 0 24 May 2022
Multi-segment preserving sampling for deep manifold sampler Daniel Berenberg Jae Hyeon Lee S. Kelow Ji Won Park Andrew Watkins Vladimir Gligorijević Richard Bonneau Stephen Ra Kyunghyun Cho MedIm 24 5 0 09 May 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 25 14 0 06 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
Evaluating Distributional Distortion in Neural Language Modeling Benjamin LeBrun Alessandro Sordoni Timothy J. O'Donnell 22 22 0 24 Mar 2022
AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts Tongshuang Wu Michael Terry Carrie J. Cai LLMAG AI4CE LRM 37 447 0 04 Oct 2021
Symbolic Brittleness in Sequence Models: on Systematic Generalization in Symbolic Mathematics Sean Welleck Peter West Jize Cao Yejin Choi 21 28 0 28 Sep 2021
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Rada Mihalcea 27 14 0 27 Apr 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 42 343 0 02 Feb 2021
Limitations of Autoregressive Models and Their Alternatives Chu-cheng Lin Aaron Jaech Xin Li Matthew R. Gormley Jason Eisner 29 58 0 22 Oct 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,748 0 26 Sep 2016