A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection

4 March 2020

Papers citing "A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection"

26 / 26 papers shown

Title
The Cascade Transformer: an Application for Efficient Answer Sentence Selection Luca Soldaini Alessandro Moschitti 52 44 0 05 May 2020
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection Siddhant Garg Thuy Vu Alessandro Moschitti 63 215 0 11 Nov 2019
Knowledge Distillation from Internal Representations Gustavo Aguilar Yuan Ling Yu Zhang Benjamin Yao Xing Fan Edward Guo 70 181 0 08 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 198 7,481 0 02 Oct 2019
A Gated Self-attention Memory Network for Answer Selection T. Lai Quan Hung Tran Trung Bui Daisuke Kihara 34 40 0 13 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 520 24,351 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 215 8,415 0 19 Jun 2019
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 62 2,647 0 05 Jun 2019
Understanding the Behaviors of BERT in Ranking Yifan Qiao Chenyan Xiong Zhenghao Liu Zhiyuan Liu 69 216 0 16 Apr 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 116 1,088 0 13 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Adaptive Document Retrieval for Deep Question Answering Bernhard Kratzwald Stefan Feuerriegel 42 52 0 20 Aug 2018
Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction Yi Tay Anh Tuan Luu S. Hui 42 35 0 03 Jun 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 904 7,141 0 20 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 186 11,542 0 15 Feb 2018
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering Seunghyun Yoon Joongbo Shin Kyomin Jung BDL 53 34 0 10 Oct 2017
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering Yi Tay Anh Tuan Luu S. Hui 64 112 0 25 Jul 2017
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge R. Speer Joanna Lowry-Duda 40 115 0 11 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 108 2,007 0 31 Mar 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 135 2,721 0 28 Nov 2016
A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang Jing Jiang 58 276 0 06 Nov 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 92 1,130 0 20 Sep 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 233 8,113 0 16 Jun 2016
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui Yulia Tsvetkov Pushpendre Rastogi Chris Dyer 52 280 0 08 May 2016
Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks Aliaksei Severyn Alessandro Moschitti 38 49 0 05 Apr 2016
Deep Learning for Answer Sentence Selection Lei Yu Karl Moritz Hermann Phil Blunsom S. Pulman 56 413 0 04 Dec 2014