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# Text Matching Papers

## *Text Matching - CNN*
**A Convolutional Neural Network for Modelling Sentences**. *ACL 2014*. [[PDF]()]

**Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks**. *SIGIR 2015*.  [[PDF](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.723.6492&rep=rep1&type=pdf)]

## *Text Matching - RNN/LSTM*
**Recurrent convolutional neural networks for text classification**. *AAAI 2015*. [[PDF](https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/download/9745/9552)]

**Siamese Recurrent Architectures for Learning Sentence Similarity**. *AAAI 2016*. [[PDF](https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/viewPDFInterstitial/12195/12023)]

**Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity**. *AAAI 2018*. [[PDF](https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/download/17114/15696)]

## *Text Matching - Attentive*
**Bridging the Gap of Relevance Matching and Semantic Matching with Hierarchical Co-Attention Network**. *EMNLP 2019*. [[PDF](https://pdfs.semanticscholar.org/9082/0988957e74db0fbb1df79175610e08016ba4.pdf)]

Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching. *EMNLP 2019*. [[PDF](https://www.aclweb.org/anthology/D19-1626.pdf)]

Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information. *AAAI 2019*. [[PDF](https://www.aaai.org/ojs/index.php/AAAI/article/download/4627/4505)]

DRr-Net: Dynamic Re-read Network for Sentence Semantic Matching. *AAAI 2019*. [[PDF](https://www.aaai.org/Papers/AAAI/2019/AAAI-ZhangKun.5147.pdf)]

**Simple and Effective Text Matching with Richer Alignment Features**. *ACL 2019*. [[PDF](https://arxiv.org/pdf/1908.00300)]

**Improved Representation Learning for Question Answer Matching**. *ACL 2016*. [[PDF](https://www.aclweb.org/anthology/P16-1044.pdf)]

## *Text Matching - MI*
**Improved Text Matching by Enhancing Mutual Information**. *AAAI 2018*. [[PDF](https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/download/16214/16077)]

## *Text Representations*
**Distributed Representations of Sentences and Documents**. *JRML 2014*. (**Doc2Vec**) [[PDF](http://www.jmlr.org/proceedings/papers/v32/le14.pdf)]

**From word embeddings to document distances**. *JRML 2015*. (**WMD**) [[PDF](http://www.jmlr.org/proceedings/papers/v37/kusnerb15.pdf)]

**Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks**. *SIGIR 2015*. [[PDF](http://eecs.csuohio.edu/~sschung/CIS660/RankShortTextCNNACM2015.pdf)]

**Optimal Transport-based Alignment of Learned Character Representations for String Similarity**. *ACL 2019*. [[PDF](https://arxiv.org/pdf/1907.10165)]

Multi‐level Head‐wise Match and Aggregation in Transformer for Textual Sequence Matching. *AAAI 2020*.

## *Text Matching - Metrics*
**Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization**. *ACL 2019*. [[PDF](https://arxiv.org/pdf/1906.00072)]

**Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models**. *ACL 2019*. [[PDF](https://pdfs.semanticscholar.org/26bd/2ed1b00f99ea65012cb389e0b6a59847830b.pdf)]

## *Text Matching - Probability*
CompareLDA A Topic Model for Document Comparison. *AAAI 2019*. [[PDF](https://pdfs.semanticscholar.org/f821/a6f243ff41676699289c28042e01ac8dc802.pdf)]

Quantifying Similarity between Relations with Fact Distribution. *ACL 2019*. [[PDF](https://arxiv.org/pdf/1907.08937)]

Density Matching for Bilingual Word Embedding. *NAACL 2019*. [[PDF](https://www.aclweb.org/anthology/N19-1161)] \
*In this paper, we propose an approach that instead expresses the two monolingual embedding spaces as
probability densities defined by a Gaussian mixture model, and matches the two densities using a method called normalizing flow.*

## *Text Matching - Latent Variable*
**Document Similarity for Texts of Varying Lengths via Hidden Topics**. *ACL 2018*. [[PDF](https://arxiv.org/pdf/1903.10675)]

Deconvolutional Latent-Variable Model for Text Sequence Matching. *AAAI 2018*. [[PDF](https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/download/16921/16098)]

## *Text Matching - Graph
Matching Article Pairs with Graphical Decomposition and Convolutions. *ACL 2019*. [[PDF](https://www.aclweb.org/anthology/P19-1632.pdf)]

## *Text Matching - VAE*
Dual-View Variational Autoencoders for Semi-Supervised Text Matching. *IJCAI 2019*. [[PDF](http://mashuai.buaa.edu.cn/pubs/ijcai2019.pdf)]

## *Text Matching - Knowledge*
Knowledge Enhanced Hybrid Neural Network for Text Matching. *AAAI 2018*. [[PDF](https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/download/16225/16116)]

## *Text Matching - Application*
Semantic Text Matching for Long-Form Documents. *WWW 2019*. [[PDF](https://dl.acm.org/citation.cfm?id=3313707)]
Knowledge and Cross‐Pair Pattern Guided Semantic Matching for Question Answering. *AAAI 2020*.

## *Text Matching - Multimodal*
A Multimodal Text Matching Model for Obfuscated Language Identification in Adversarial Communication. *WWW 2019*. [[PDF](https://dl.acm.org/ft_gateway.cfm?id=3313410&ftid=2057270&dwn=1&CFID=170138107&CFTOKEN=a7c6ebaf4135480a-B4350875-A08C-34F8-4E6099F3994307CD)]
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs. *AAAI 2020*.
Expressing Objects just like Words: Recurrent Visual Embedding for Image‐Text Matching. *AAAI 2020*.

## *Others*
Leveraging Meta Information in Short Text Aggregation. *ACL 2019*

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