SEARNN: Training RNNs with Global-Local Losses

SEARNN: Training RNNs with Global-Local Losses

14 June 2017

Jean-Baptiste Alayrac

Simon Lacoste-Julien

Papers citing "SEARNN: Training RNNs with Global-Local Losses"

11 / 11 papers shown

Title
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 31 239 0 03 Oct 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 29 79 0 03 Apr 2022
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation Michalis Korakakis Andreas Vlachos CLL 31 2 0 13 Sep 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 26 156 0 19 Aug 2021
Structured Convolutional Kernel Networks for Airline Crew Scheduling Yassine Yaakoubi F. Soumis Simon Lacoste-Julien AI4TS 20 10 0 25 May 2021
Active Imitation Learning with Noisy Guidance Kianté Brantley Amr Sharaf Hal Daumé 19 23 0 26 May 2020
Estimating Gradients for Discrete Random Variables by Sampling without Replacement W. Kool H. V. Hoof Max Welling BDL 31 49 0 14 Feb 2020
Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation Weijia Xu Xing Niu Marine Carpuat 16 10 0 04 Apr 2019
Seq2Slate: Re-ranking and Slate Optimization with RNNs Irwan Bello Sayali Kulkarni Sagar Jain Craig Boutilier Ed H. Chi Elad Eban Xiyang Luo Alan Mackey Ofer Meshi 25 91 0 04 Oct 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 22 19 0 14 May 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015