DEIM: An effective deep encoding and interaction model for sentence matching

20 March 2022

Papers citing "DEIM: An effective deep encoding and interaction model for sentence matching"

25 / 25 papers shown

Title
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification Tianyi Lei Honghui Hu Qiaoyang Luo Dezhong Peng Xu Wang 55 12 0 10 Sep 2022
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 75 203 0 03 Jun 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 237 3,371 0 18 Apr 2021
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Bang Liu Haojie Wei Di Niu Haolan Chen Yancheng He 61 93 0 27 Jan 2020
Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets Saku Sugawara Pontus Stenetorp Kentaro Inui Akiko Aizawa 35 86 0 21 Nov 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.0K 12,129 0 27 Aug 2019
DELTA: A DEep learning based Language Technology plAtform Kun Han Junwen Chen Hui Zhang Haiyang Xu Yiping Peng ... Cheng Gong Yunbo Wang Wei Zou Hui Song Xiangang Li VLM 18 9 0 02 Aug 2019
Simple and Effective Text Matching with Richer Alignment Features Runqi Yang Jianhai Zhang Xing Gao Feng Ji Haiqing Chen 3DV 49 153 0 01 Aug 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 518 24,351 0 26 Jul 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng Zhang 69 264 0 25 Feb 2019
Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News Luís Borges Bruno Martins P. Calado 31 69 0 02 Nov 2018
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
Learning to Compose over Tree Structures via POS Tags Gehui Shen Zhihong Deng Ting Huang Xi Chen 36 15 0 18 Aug 2018
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 54 217 0 29 May 2018
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms Dinghan Shen Guoyin Wang Wenlin Wang Martin Renqiang Min Qinliang Su Yizhe Zhang Chunyuan Li Ricardo Henao Lawrence Carin 60 331 0 24 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 184 11,542 0 15 Feb 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Yi Tay Anh Tuan Luu S. Hui 64 100 0 30 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 628 130,942 0 12 Jun 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 497 4,473 0 18 Apr 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 67 801 0 13 Feb 2017
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 131 2,089 0 05 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
Learning Natural Language Inference with LSTM Shuohang Wang Jing Jiang 96 446 0 30 Dec 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 60 761 0 22 Sep 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 284 4,280 0 21 Aug 2015