Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering

14 September 2021

Papers citing "Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering"

35 / 35 papers shown

Title
Knowing More About Questions Can Help: Improving Calibration in Question Answering Shujian Zhang Chengyue Gong Eunsol Choi UQLM 41 58 0 02 Jun 2021
Modeling Context in Answer Sentence Selection Systems on a Latency Budget Rujun Han Luca Soldaini Alessandro Moschitti 40 14 0 28 Jan 2021
Towards Confident Machine Reading Comprehension Rishav Chakravarti Avirup Sil 38 4 0 20 Jan 2021
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension Xuguang Wang Linjun Shou Ming Gong Nan Duan Daxin Jiang 31 12 0 25 Sep 2020
Revisiting the Open-Domain Question Answering Pipeline Sina J. Semnani Manish Pandey RALM LRM 28 5 0 02 Sep 2020
Selective Question Answering under Domain Shift Amita Kamath Robin Jia Percy Liang OOD 25 209 0 16 Jun 2020
The Cascade Transformer: an Application for Efficient Answer Sentence Selection Luca Soldaini Alessandro Moschitti 45 44 0 05 May 2020
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference Ji Xin Raphael Tang Jaejun Lee Yaoliang Yu Jimmy J. Lin 35 370 0 27 Apr 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices Zhiqing Sun Hongkun Yu Xiaodan Song Renjie Liu Yiming Yang Denny Zhou MQ 77 807 0 06 Apr 2020
FastBERT: a Self-distilling BERT with Adaptive Inference Time Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Haotang Deng Qi Ju 68 356 0 05 Apr 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 56 284 0 24 Nov 2019
How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions Zewei Chu Mingda Chen Jiehua Chen Miaosen Wang Kevin Gimpel Manaal Faruqui Xiance Si 47 19 0 21 Nov 2019
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection Siddhant Garg Thuy Vu Alessandro Moschitti 50 214 0 11 Nov 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 50 105 0 10 Nov 2019
Answering Complex Open-domain Questions Through Iterative Query Generation Peng Qi Xiaowen Lin L. Mehr Zijian Wang Christopher D. Manning RALM ReLM LRM 193 118 0 15 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 94 7,386 0 02 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 242 6,420 0 26 Sep 2019
TinyBERT: Distilling BERT for Natural Language Understanding Xiaoqi Jiao Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Linlin Li F. Wang Qun Liu VLM 40 1,838 0 23 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 364 24,160 0 26 Jul 2019
A Compare-Aggregate Model with Latent Clustering for Answer Selection Seunghyun Yoon Franck Dernoncourt Doo Soon Kim Trung Bui Kyomin Jung 15 69 0 30 May 2019
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang RALM 43 114 0 17 May 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 36 50 0 09 Apr 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 84 494 0 05 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 821 93,936 0 11 Oct 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 110 2,577 0 25 Sep 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text Haitian Sun Bhuwan Dhingra Manzil Zaheer Kathryn Mazaitis Ruslan Salakhutdinov William W. Cohen 49 412 0 04 Sep 2018
Identifying Well-formed Natural Language Questions Manaal Faruqui Dipanjan Das 57 49 0 28 Aug 2018
What Makes Reading Comprehension Questions Easier? Saku Sugawara Kentaro Inui Satoshi Sekine Akiko Aizawa 48 117 0 28 Aug 2018
Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction Yi Tay Anh Tuan Luu S. Hui 38 35 0 03 Jun 2018
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning Christian Buck Jannis Bulian Massimiliano Ciaramita Wojciech Gajewski Andrea Gesmundo N. Houlsby Wei Wang 41 167 0 22 May 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 83 2,003 0 31 Mar 2017
A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang Jing Jiang 47 275 0 06 Nov 2016
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks Dan Hendrycks Kevin Gimpel UQCV 88 3,420 0 07 Oct 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 118 8,067 0 16 Jun 2016
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 161 19,448 0 09 Mar 2015