Hindsight: Posterior-guided training of retrievers for improved
open-ended generation

Hindsight: Posterior-guided training of retrievers for improved open-ended generation

14 October 2021

Ashwin Paranjape

Christopher Potts

Matei A. Zaharia

Christopher D. Manning

Papers citing "Hindsight: Posterior-guided training of retrievers for improved open-ended generation"

11 / 11 papers shown

Title
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 223 262 0 08 Dec 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 97 1,337 0 27 Apr 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 84 2,050 0 10 Feb 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 98 957 0 04 Dec 2019
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 125 837 0 01 Nov 2019
A Dataset for Document Grounded Conversations Kangyan Zhou Shrimai Prabhumoye A. Black 47 241 0 19 Sep 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 102 1,652 0 27 Aug 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 107 1,633 0 14 Mar 2018
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 168 2,576 0 09 May 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 96 2,003 0 31 Mar 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 168 3,696 0 28 Feb 2017