Alessandro Moschitti

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 143

Top Venues

Publications

Matteo Gabburo, Nicolaas Paul Jedema, Siddhant Garg, Leonardo F. R. Ribeiro, Alessandro Moschitti
Measuring Retrieval Complexity in Question Answering Systems. CoRR (2024)
Kexuan Sun, Nicolaas Paul Jedema, Karishma Sharma, Ruben Janssen, Jay Pujara, Pedro A. Szekely, Alessandro Moschitti
Efficient and Accurate Contextual Re-Ranking for Knowledge Graph Question Answering. LREC/COLING (2024)
Matteo Gabburo, Nicolaas Paul Jedema, Siddhant Garg, Leonardo F. R. Ribeiro, Alessandro Moschitti
Measuring Retrieval Complexity in Question Answering Systems. ACL (Findings) (2024)
Stefano Campese, Ivano Lauriola, Alessandro Moschitti
Pre-Training Methods for Question Reranking. EACL (2) (2024)
Matteo Gabburo, Stefano Campese, Federico Agostini, Alessandro Moschitti
Datasets for Multilingual Answer Sentence Selection. CoRR (2024)
Luca Di Liello, Siddhant Garg, Alessandro Moschitti
Context-Aware Transformer Pre-Training for Answer Sentence Selection. ACL (2) (2023)
Stefano Campese, Ivano Lauriola, Alessandro Moschitti
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval. EMNLP (Findings) (2023)
Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha, Alessandro Moschitti
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages. ACL (Findings) (2023)
Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators. ACL (1) (2023)
Zeyu Zhang, Thuy Vu, Alessandro Moschitti
Double Retrieval and Ranking for Accurate Question Answering. EACL (Findings) (2023)
Roshni G. Iyer, Thuy Vu, Alessandro Moschitti, Yizhou Sun
Question-Answer Sentence Graph for Joint Modeling Answer Selection. EACL (2023)
Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators. CoRR (2023)
Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References. CoRR (2023)
Liang Wang, Ivano Lauriola, Alessandro Moschitti
Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users. ACL (industry) (2023)
Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References. IJCNLP (2) (2023)
Luca Di Liello, Siddhant Garg, Alessandro Moschitti
Context-Aware Transformer Pre-Training for Answer Sentence Selection. CoRR (2023)
Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha, Alessandro Moschitti
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages. CoRR (2023)
Stefano Campese, Ivano Lauriola, Alessandro Moschitti
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval. CoRR (2023)
Zeyu Zhang, Thuy Vu, Alessandro Moschitti
In Situ Answer Sentence Selection at Web-scale. CoRR (2022)
Zeyu Zhang, Thuy Vu, Alessandro Moschitti
Double Retrieval and Ranking for Accurate Question Answering. CoRR (2022)
Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. CoRR (2022)
Roshni G. Iyer, Thuy Vu, Alessandro Moschitti, Yizhou Sun
Question-Answer Sentence Graph for Joint Modeling Answer Selection. CoRR (2022)
Ivano Lauriola, Kevin Small, Alessandro Moschitti
Building a Dataset for Automatically Learning to Detect Questions Requiring Clarification. LREC (2022)
Luca Di Liello, Matteo Gabburo, Alessandro Moschitti
Effective Pre-Training Objectives for Transformer-based Autoencoders. CoRR (2022)
Zeyu Zhang, Thuy Vu, Sunil Gandhi, Ankit Chadha, Alessandro Moschitti
WDRASS: A Web-scale Dataset for Document Retrieval and Answer Sentence Selection. CIKM (2022)
Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Paragraph-based Transformer Pre-training for Multi-Sentence Inference. NAACL-HLT (2022)
Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Paragraph-based Transformer Pre-training for Multi-Sentence Inference. CoRR (2022)
Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems. CoRR (2022)
Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems. EMNLP (Findings) (2022)
Matteo Gabburo, Rik Koncel-Kedziorski, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Knowledge Transfer from Answer Ranking to Answer Generation. EMNLP (2022)
Gianni Barlacchi, Ivano Lauriola, Alessandro Moschitti, Marco Del Tredici, Xiaoyu Shen, Thuy Vu, Bill Byrne, Adrià de Gispert
FocusQA: Open-Domain Question Answering with a Context in Focus. EMNLP (Findings) (2022)
Nic Jedema, Thuy Vu, Manish Gupta, Alessandro Moschitti
DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection. CoRR (2022)
Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski, Eric Lind, Alessandro Moschitti
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation. AACL/IJCNLP (1) (2022)
Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. EMNLP (2022)
Matteo Gabburo, Rik Koncel-Kedziorski, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Knowledge Transfer from Answer Ranking to Answer Generation. CoRR (2022)
Luca Di Liello, Matteo Gabburo, Alessandro Moschitti
Effective Pretraining Objectives for Transformer-based Autoencoders. EMNLP (Findings) (2022)
Luca Di Liello, Olga Uryupina, Alessandro Moschitti
Language Transfer for Identifying Diagnostic Paragraphs in Clinical Notes. CLiC-it (2021)
Rujun Han, Luca Soldaini, Alessandro Moschitti
Modeling Context in Answer Sentence Selection Systems on a Latency Budget. EACL (2021)
Ivano Lauriola, Alberto Lavelli, Alessandro Moschitti, Fabio Aiolli
Exploring the structure of BERT through Kernel Learning. IJCNN (2021)
Zeyu Zhang, Thuy Vu, Alessandro Moschitti
Joint Models for Answer Verification in Question Answering Systems. ACL/IJCNLP (1) (2021)
Thuy Vu, Alessandro Moschitti
Machine Translation Customization via Automatic Training Data Selection from the Web. ECIR (1) (2021)
Thuy Vu, Alessandro Moschitti
Machine Translation Customization via Automatic Training Data Selection from the Web. CoRR (2021)
Thuy Vu, Alessandro Moschitti
CDA: a Cost Efficient Content-based Multilingual Web Document Aligner. CoRR (2021)
Gianni Barlacchi, Bruno Lepri, Alessandro Moschitti
Land Use Classification With Point of Interests and Structural Patterns. IEEE Trans. Knowl. Data Eng. 33 (9) (2021)
Siddhant Garg, Alessandro Moschitti
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering. CoRR (2021)
Iryna Haponchyk, Alessandro Moschitti
Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents. NAACL-HLT (2021)
Rujun Han, Luca Soldaini, Alessandro Moschitti
Modeling Context in Answer Sentence Selection Systems on a Latency Budget. CoRR (2021)
Thuy Vu, Alessandro Moschitti
Multilingual Answer Sentence Reranking via Automatically Translated Data. CoRR (2021)
Chao-Chun Hsu, Eric Lind, Luca Soldaini, Alessandro Moschitti
Answer Generation for Retrieval-based Question Answering Systems. ACL/IJCNLP (Findings) (2021)
Siddhant Garg, Alessandro Moschitti
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering. EMNLP (1) (2021)
Thuy Vu, Alessandro Moschitti
CDA: a Cost Efficient Content-based Multilingual Web Document Aligner. EACL (2021)
Luca Di Liello, Matteo Gabburo, Alessandro Moschitti
Efficient pre-training objectives for Transformers. CoRR (2021)
Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti
Reference-based Weak Supervision for Answer Sentence Selection using Web Data. EMNLP (Findings) (2021)
Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti
Reference-based Weak Supervision for Answer Sentence Selection using Web Data. CoRR (2021)
Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski, Eric Lind, Alessandro Moschitti
Cross-Lingual GenQA: A Language-Agnostic Generative Question Answering Approach for Open-Domain Question Answering. CoRR (2021)
Ivano Lauriola, Alessandro Moschitti
Answer Sentence Selection Using Local and Global Context in Transformer Models. ECIR (1) (2021)
Kateryna Tymoshenko, Alessandro Moschitti
Strong and Light Baseline Models for Fact-Checking Joint Inference. ACL/IJCNLP (Findings) (2021)
Thuy Vu, Alessandro Moschitti
AVA: an Automatic eValuation Approach for Question Answering Systems. NAACL-HLT (2021)
Zeyu Zhang, Thuy Vu, Alessandro Moschitti
Joint Models for Answer Verification in Question Answering Systems. CoRR (2021)
Chao-Chun Hsu, Eric Lind, Luca Soldaini, Alessandro Moschitti
Answer Generation for Retrieval-based Question Answering Systems. CoRR (2021)
Nachshon Cohen, Oren Kalinsky, Yftah Ziser, Alessandro Moschitti
WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation. ACL/IJCNLP (2) (2021)
Luca Soldaini, Alessandro Moschitti
The Cascade Transformer: an Application for Efficient Answer Sentence Selection. CoRR (2020)
Luca Soldaini, Alessandro Moschitti
The Cascade Transformer: an Application for Efficient Answer Sentence Selection. ACL (2020)
Daniele Bonadiman, Alessandro Moschitti
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection. COLING (2020)
Ivano Lauriola, Alessandro Moschitti
Context-based Transformer Models for Answer Sentence Selection. CoRR (2020)
Antonio E. Uva, Pierluigi Roberti, Alessandro Moschitti
Dialog-based Help Desk through Automated Question Answering and Intent Detection. CLiC-it (2020)
Siddhant Garg, Thuy Vu, Alessandro Moschitti
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection. AAAI (2020)
Thuy Vu, Alessandro Moschitti
AVA: an Automatic eValuation Approach to Question Answering Systems. CoRR (2020)
Daniele Bonadiman, Alessandro Moschitti
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection. CoRR (2020)
Yoshitomo Matsubara, Thuy Vu, Alessandro Moschitti
Reranking for Efficient Transformer-based Answer Selection. SIGIR (2020)
Luca Di Liello, Daniele Bonadiman, Alessandro Moschitti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli
Cross-Language Transformer Adaptation for Frequently Asked Questions. CLiC-it (2020)
Iryna Haponchyk, Alessandro Moschitti
A Study of Latent Structured Prediction Approaches to Passage Reranking. NAACL-HLT (1) (2019)
Kateryna Tymoshenko, Alessandro Moschitti
Shallow and Deep Syntactic/Semantic Structures for Passage Reranking in Question-Answering Systems. ACM Trans. Inf. Syst. 37 (1) (2019)
Preslav Nakov, Doris Hoogeveen, Lluís Màrquez, Alessandro Moschitti, Hamdy Mubarak, Timothy Baldwin, Karin Verspoor
SemEval-2017 Task 3: Community Question Answering. CoRR (2019)
Salvatore Romeo, Giovanni Da San Martino, Yonatan Belinkov, Alberto Barrón-Cedeño, Mohamed Eldesouki, Kareem Darwish, Hamdy Mubarak, James R. Glass, Alessandro Moschitti
Language processing and learning models for community question answering in Arabic. Inf. Process. Manag. 56 (2) (2019)
Lingzhen Chen, Alessandro Moschitti
Transfer Learning for Sequence Labeling Using Source Model and Target Data. CoRR (2019)
Giovanni Da San Martino, Alessandro Sperduti, Fabio Aiolli, Alessandro Moschitti
Efficient Online Learning for Mapping Kernels on Linguistic Structures. AAAI (2019)
Preslav Nakov, Lluís Màrquez, Walid Magdy, Alessandro Moschitti, James R. Glass, Bilal Randeree
SemEval-2015 Task 3: Answer Selection in Community Question Answering. CoRR (2019)
Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
Global Thread-Level Inference for Comment Classification in Community Question Answering. CoRR (2019)
Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, Walid Magdy, Hamdy Mubarak, Abed Alhakim Freihat, James R. Glass, Bilal Randeree
SemEval-2016 Task 3: Community Question Answering. CoRR (2019)
Lingzhen Chen, Alessandro Moschitti
Transfer Learning for Sequence Labeling Using Source Model and Target Data. AAAI (2019)
Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, Hamdy Mubarak
Arabic community question answering. Nat. Lang. Eng. 25 (1) (2019)
Siddhant Garg, Thuy Vu, Alessandro Moschitti
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection. CoRR (2019)
Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti
A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines. ACL (4) (2018)
Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov
Adversarial Domain Adaptation for Duplicate Question Detection. CoRR (2018)
Antonio Uva, Daniele Bonadiman, Alessandro Moschitti
Injecting Relational Structural Representation in Neural Networks for Question Similarity. CoRR (2018)
Antonio Uva, Daniele Bonadiman, Alessandro Moschitti
Injecting Relational Structural Representation in Neural Networks for Question Similarity. ACL (2) (2018)
Kateryna Tymoshenko, Alessandro Moschitti
Cross-Pair Text Representations for Answer Sentence Selection. EMNLP (2018)
Ramy Baly, Mitra Mohtarami, James R. Glass, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
Integrating Stance Detection and Fact Checking in a Unified Corpus. NAACL-HLT (2) (2018)
Mitra Mohtarami, Ramy Baly, James R. Glass, Preslav Nakov, Lluís Màrquez, Alessandro Moschitti
Automatic Stance Detection Using End-to-End Memory Networks. CoRR (2018)
Simone Filice, Alessandro Moschitti
Learning pairwise patterns in Community Question Answering. Intelligenza Artificiale 12 (2) (2018)
Andrei Catalin, Giacomo Zara, Yaroslav Nechaev, Gianni Barlacchi, Alessandro Moschitti
Exploiting Deep Neural Networks for Tweet-based Emoji Prediction. NL4AI@AI*IA (2018)
Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov
Adversarial Domain Adaptation for Duplicate Question Detection. EMNLP (2018)
Lingzhen Chen, Alessandro Moschitti, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli
Transfer Learning for Industrial Applications of Named Entity Recognition. NL4AI@AI*IA (2018)
Mitra Mohtarami, Ramy Baly, James R. Glass, Preslav Nakov, Lluís Màrquez, Alessandro Moschitti
Automatic Stance Detection Using End-to-End Memory Networks. NAACL-HLT (2018)
Lingzhen Chen, Alessandro Moschitti
Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models. COLING (2018)
Massimo Nicosia, Alessandro Moschitti
Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection. EMNLP (2018)
Iryna Haponchyk, Antonio Uva, Seunghak Yu, Olga Uryupina, Alessandro Moschitti
Supervised Clustering of Questions into Intents for Dialog System Applications. EMNLP (2018)
Ramy Baly, Mitra Mohtarami, James R. Glass, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
Integrating Stance Detection and Fact Checking in a Unified Corpus. CoRR (2018)
Daniele Bonadiman, Antonio E. Uva, Alessandro Moschitti
Multitask Learning with Deep Neural Networks for Community Question Answering. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alessandro Moschitti