Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Context-based Transformer Models for Answer Sentence Selection

Jun 01, 2020
Ivano Lauriola, Alessandro Moschitti


  Access Model/Code and Paper
The Cascade Transformer: an Application for Efficient Answer Sentence Selection

May 07, 2020
Luca Soldaini, Alessandro Moschitti

* Accepted to ACL 2020 (long) 

  Access Model/Code and Paper
AVA: an Automatic eValuation Approach to Question Answering Systems

May 02, 2020
Thuy Vu, Alessandro Moschitti


  Access Model/Code and Paper
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection

Mar 04, 2020
Daniele Bonadiman, Alessandro Moschitti


  Access Model/Code and Paper
SemEval-2016 Task 3: Community Question Answering

Dec 03, 2019
Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, Walid Magdy, Hamdy Mubarak, Abed Alhakim Freihat, James Glass, Bilal Randeree

* SemEval-2016 
* community question answering, question-question similarity, question-comment similarity, answer reranking, English, Arabic. arXiv admin note: substantial text overlap with arXiv:1912.00730 

  Access Model/Code and Paper
SemEval-2017 Task 3: Community Question Answering

Dec 02, 2019
Preslav Nakov, Doris Hoogeveen, Lluís Màrquez, Alessandro Moschitti, Hamdy Mubarak, Timothy Baldwin, Karin Verspoor

* SemEval-2017 
* community question answering, question-question similarity, question-comment similarity, answer reranking, Multi-domain Question Duplicate Detection, StackExchange, English, Arabic 

  Access Model/Code and Paper
SemEval-2015 Task 3: Answer Selection in Community Question Answering

Nov 26, 2019
Preslav Nakov, Lluís Màrquez, Walid Magdy, Alessandro Moschitti, James Glass, Bilal Randeree

* SemEval-2015 
* community question answering, answer selection, English, Arabic 

  Access Model/Code and Paper
Global Thread-Level Inference for Comment Classification in Community Question Answering

Nov 20, 2019
Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov

* EMNLP-2015 
* community question answering, thread-level inference, graph-cut, inductive logic programming 

  Access Model/Code and Paper
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection

Nov 20, 2019
Siddhant Garg, Thuy Vu, Alessandro Moschitti

* Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), Oral Presentation 

  Access Model/Code and Paper
Transfer Learning for Sequence Labeling Using Source Model and Target Data

Feb 14, 2019
Lingzhen Chen, Alessandro Moschitti

* 9 pages, 4 figures, 3 tables, accepted paper in the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) 

  Access Model/Code and Paper
Adversarial Domain Adaptation for Duplicate Question Detection

Sep 07, 2018
Darsh J Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov

* EMNLP 2018 short paper - camera ready. 8 pages 

  Access Model/Code and Paper
Injecting Relational Structural Representation in Neural Networks for Question Similarity

Jun 20, 2018
Antonio Uva, Daniele Bonadiman, Alessandro Moschitti

* ACL2018 

  Access Model/Code and Paper
Integrating Stance Detection and Fact Checking in a Unified Corpus

Apr 21, 2018
Ramy Baly, Mitra Mohtarami, James Glass, Lluis Marquez, Alessandro Moschitti, Preslav Nakov

* Stance Detection, Fact-Checking, Veracity, Arabic, NAACL-2018 

  Access Model/Code and Paper
Automatic Stance Detection Using End-to-End Memory Networks

Apr 20, 2018
Mitra Mohtarami, Ramy Baly, James Glass, Preslav Nakov, Lluis Marquez, Alessandro Moschitti

* NAACL-2018; Stance detection; Fact-Checking; Veracity; Memory networks; Neural Networks; Distributed Representations 

  Access Model/Code and Paper
Cross-Language Question Re-Ranking

Oct 04, 2017
Giovanni Da San Martino, Salvatore Romeo, Alberto Barron-Cedeno, Shafiq Joty, Lluis Marquez, Alessandro Moschitti, Preslav Nakov

* SIGIR 2017: 1145-1148 
* SIGIR-2017; Community Question Answering; Cross-language Approaches; Question Retrieval; Kernel-based Methods; Neural Networks; Distributed Representations 

  Access Model/Code and Paper
Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics

Oct 02, 2017
Martin Boyanov, Ivan Koychev, Preslav Nakov, Alessandro Moschitti, Giovanni Da San Martino

* RANLP-2017 

  Access Model/Code and Paper
Multitask Learning with Deep Neural Networks for Community Question Answering

Feb 13, 2017
Daniele Bonadiman, Antonio Uva, Alessandro Moschitti


  Access Model/Code and Paper
Addressing Community Question Answering in English and Arabic

Oct 18, 2016
Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Alessandro Moschitti, Shafiq Joty, Fahad A. Al Obaidli, Kateryna Tymoshenko, Antonio Uva

* presented at Second WebQA workshop, SIGIR2016 (http://plg2.cs.uwaterloo.ca/~avtyurin/WebQA2016/

  Access Model/Code and Paper
Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks

Apr 05, 2016
Aliaksei Severyn, Alessandro Moschitti


  Access Model/Code and Paper
Semi-supervised Question Retrieval with Gated Convolutions

Apr 04, 2016
Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi Jaakkola, Katerina Tymoshenko, Alessandro Moschitti, Lluis Marquez

* NAACL 2016 

  Access Model/Code and Paper