Tailoring Language Generation Models under Total Variation Distance

26 February 2023

Papers citing "Tailoring Language Generation Models under Total Variation Distance"

10 / 10 papers shown

Title
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters Teng Xiao Yige Yuan Ziyang Chen Mingxiao Li Shangsong Liang Zhaochun Ren V. Honavar 177 8 0 21 Feb 2025
Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation Yiming Wang Pei Zhang Baosong Yang Derek F. Wong Rui Wang LRM 76 9 0 17 Oct 2024
Evaluating Distributional Distortion in Neural Language Modeling Benjamin LeBrun Alessandro Sordoni Timothy J. O'Donnell 41 22 0 24 Mar 2022
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation Haoran Xu Benjamin Van Durme Kenton W. Murray 60 58 0 09 Sep 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence Jian Guan Xiaoxi Mao Changjie Fan Zitao Liu Wenbiao Ding Minlie Huang AuLLM 86 81 0 19 May 2021
Robust Bayesian Inference for Discrete Outcomes with the Total Variation Distance Jeremias Knoblauch Lara Vomfell 48 7 0 26 Oct 2020
Reducing Quantity Hallucinations in Abstractive Summarization Zheng Zhao Shay B. Cohen Bonnie Webber HILM 49 38 0 28 Sep 2020
On the Weaknesses of Reinforcement Learning for Neural Machine Translation Leshem Choshen Lior Fox Zohar Aizenbud Omri Abend 68 106 0 03 Jul 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 52 223 0 04 Apr 2019
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 133 2,695 0 02 Sep 2015