KITLM: Domain-Specific Knowledge InTegration into Language Models for
Question Answering

KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering

7 August 2023

Sakharam Gawade

P. Bhattacharyya

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Papers citing "KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering"

13 / 13 papers shown

Title
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 401 2,394 0 09 Nov 2022
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain Ankush Agarwal Raju Gite Shreyash Laddha P. Bhattacharyya Satyanarayan Kar Asif Ekbal Prabhjit Thind Rajesh Zele Ravi Shankar 118 14 0 31 May 2022
Sequence-to-Sequence Knowledge Graph Completion and Question Answering Apoorv Saxena Adrian Kochsiek Rainer Gemulla AIMat 118 128 0 19 Mar 2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 78 231 0 21 Jan 2022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 103 416 0 02 Dec 2021
ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Yu Sun Shuohuan Wang Shikun Feng Siyu Ding Chao Pang ... Ouyang Xuan Dianhai Yu Hao Tian Hua Wu Haifeng Wang 107 472 0 05 Jul 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 60 596 0 13 Apr 2021
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 130 893 0 10 Feb 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 142 2,116 0 10 Feb 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 475 20,317 0 23 Oct 2019
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 307 793 0 17 Sep 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Haitian Sun Tania Bedrax-Weiss William W. Cohen RALM ReLM 89 356 0 21 Apr 2019
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 84 1,051 0 11 Apr 2018