← Authors

Alessandro Moschitti

151 papers · 2004–2025 · 12 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) πŸƒ Academic Marathon (21) 🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (17) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (35) 🐺 Lone Wolf (7) 🧬 Topic Evolution πŸ† Keyword Champion (6) 🀝 Dynamic Duo (15) πŸ”¬ Deep Specialist (32) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (246) πŸ’Ž Century Club (151) πŸš€ Conference Pioneer ⚑ Prolific Year (8) πŸ”₯ Unstoppable (22)

Conferences

ACL (35) EMNLP (27) NAACL (16) COLING (15) CONLL (15) IJCNLP (14) EACL (11) SEMEVAL (10) AAAI (3) AACL (3) IJCAI (1) JMLR (1)

Top co-authors

Lluis Marquez (15) Preslav Nakov (14) Giovanni Da San Martino (14) Massimo Nicosia (12) Aliaksei Severyn (11) Siddhant Garg (10) Shafiq Joty (10) Thuy Vu (10) Simone Filice (10) Luca Soldaini (10)

Keywords

question answering (23) answer sentence selection (17) community question answering (6) tree kernel (6) knowledge distillation (6) document retrieval (6) information retrieval (6) transfer learning (5) answer selection (5) semantic similarity (5) text generation (4) answer verification (4) transformer model (4) question similarity (4) structured prediction (4) multilingual model (3) named entity recognition (3) coreference resolution (3) support vector machine (3) online learning (3)

Papers

Improving Document Retrieval Coherence for Semantically Equivalent Queries IJCNLP 2025
Retrieving Support to Rank Answers in Open-Domain Question Answering EMNLP 2025
Improving Document Retrieval Coherence for Semantically Equivalent Queries AACL 2025
Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning NAACL 2025
Analyzing and Improving Coherence of Large Language Models in Question Answering NAACL 2025
Efficient and Accurate Contextual Re-Ranking for Knowledge Graph Question Answering COLING 2024
Datasets for Multilingual Answer Sentence Selection EMNLP 2024
Pre-Training Methods for Question Reranking EACL 2024
Speechworthy Instruction-tuned Language Models EMNLP 2024
Measuring Retrieval Complexity in Question Answering Systems ACL 2024
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval EMNLP 2023
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References AACL 2023
Question-Answer Sentence Graph for Joint Modeling Answer Selection EACL 2023
Double Retrieval and Ranking for Accurate Question Answering EACL 2023
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages ACL 2023
Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users ACL 2023
Context-Aware Transformer Pre-Training for Answer Sentence Selection ACL 2023
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators ACL 2023
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References IJCNLP 2023
Effective Pretraining Objectives for Transformer-based Autoencoders EMNLP 2022
Paragraph-based Transformer Pre-training for Multi-Sentence Inference NAACL 2022
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation IJCNLP 2022
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation AACL 2022
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems EMNLP 2022
FocusQA: Open-Domain Question Answering with a Context in Focus EMNLP 2022
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection EMNLP 2022
Knowledge Transfer from Answer Ranking to Answer Generation EMNLP 2022
Modeling Context in Answer Sentence Selection Systems on a Latency Budget EACL 2021
AVA: an Automatic eValuation Approach for Question Answering Systems NAACL 2021
Answer Generation for Retrieval-based Question Answering Systems IJCNLP 2021
WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation IJCNLP 2021
Strong and Light Baseline Models for Fact-Checking Joint Inference IJCNLP 2021
Joint Models for Answer Verification in Question Answering Systems ACL 2021
WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation ACL 2021
Answer Generation for Retrieval-based Question Answering Systems ACL 2021
Strong and Light Baseline Models for Fact-Checking Joint Inference ACL 2021
Joint Models for Answer Verification in Question Answering Systems IJCNLP 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering EMNLP 2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data EMNLP 2021
CDA: a Cost Efficient Content-based Multilingual Web Document Aligner EACL 2021
Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents NAACL 2021
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection AAAI 2020
The Cascade Transformer: an Application for Efficient Answer Sentence Selection ACL 2020
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection COLING 2020
A Study of Latent Structured Prediction Approaches to Passage Reranking NAACL 2019
Efficient Online Learning for Mapping Kernels on Linguistic Structures AAAI 2019
Transfer Learning for Sequence Labeling Using Source Model and Target Data AAAI 2019
Supervised Clustering of Questions into Intents for Dialog System Applications EMNLP 2018
Cross-Pair Text Representations for Answer Sentence Selection EMNLP 2018
Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models COLING 2018
Adversarial Domain Adaptation for Duplicate Question Detection EMNLP 2018
KELP: a Kernel-based Learning Platform JMLR 2018
A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL 2018
Injecting Relational Structural Representation in Neural Networks for Question Similarity ACL 2018
Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection EMNLP 2018
Integrating Stance Detection and Fact Checking in a Unified Corpus NAACL 2018
Automatic Stance Detection Using End-to-End Memory Networks NAACL 2018
Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model EMNLP 2017
Don’t understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures ACL 2017
Self-Crowdsourcing Training for Relation Extraction ACL 2017
RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations ACL 2017
Collaborative Partitioning for Coreference Resolution CONLL 2017
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information CONLL 2017
A Practical Perspective on Latent Structured Prediction for Coreference Resolution EACL 2017
Effective shared representations with Multitask Learning for Community Question Answering EACL 2017
SemEval-2017 Task 3: Community Question Answering SEMEVAL 2017
KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering SEMEVAL 2017
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification NAACL 2016
LiMoSINe Pipeline: Multilingual UIMA-based NLP Platform ACL 2016
SemEval-2016 Task 3: Community Question Answering SEMEVAL 2016
Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking COLING 2016
Semi-supervised Question Retrieval with Gated Convolutions NAACL 2016
Neural Attention for Learning to Rank Questions in Community Question Answering COLING 2016
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora SEMEVAL 2016
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers SEMEVAL 2016
Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking NAACL 2016
An Interactive System for Exploring Community Question Answering Forums COLING 2016
Structural Representations for Learning Relations between Pairs of Texts IJCNLP 2015
Thread-Level Information for Comment Classification in Community Question Answering ACL 2015
UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification SEMEVAL 2015
SemEval-2015 Task 3: Answer Selection in Community Question Answering SEMEVAL 2015
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English SEMEVAL 2015
On the Automatic Learning of Sentiment Lexicons NAACL 2015
High-Order Low-Rank Tensors for Semantic Role Labeling NAACL 2015
Structural Representations for Learning Relations between Pairs of Texts ACL 2015
SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem IJCNLP 2015
Thread-Level Information for Comment Classification in Community Question Answering IJCNLP 2015
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles IJCNLP 2015
Global Thread-level Inference for Comment Classification in Community Question Answering EMNLP 2015
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles ACL 2015
SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem ACL 2015
Discriminative Reranking of Discourse Parses Using Tree Kernels EMNLP 2014
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling COLING 2014
Learning to Rank Answer Candidates for Automatic Resolution of Crossword Puzzles CONLL 2014
Opinion Mining on YouTube ACL 2014
Encoding Semantic Resources in Syntactic Structures for Passage Reranking EACL 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) EMNLP 2014
Learning to Differentiate Better from Worse Translations EMNLP 2014
Semantic Kernels for Semantic Parsing EMNLP 2014
Learning Adaptable Patterns for Passage Reranking CONLL 2013
Automatic Feature Engineering for Answer Selection and Extraction EMNLP 2013
Fast Linearization of Tree Kernels over Large-Scale Data IJCAI 2013
Multilingual Mention Detection for Coreference Resolution IJCNLP 2013
Long-Distance Time-Event Relation Extraction IJCNLP 2013
Learning Semantic Textual Similarity with Structural Representations ACL 2013
Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction ACL 2013
Towards Robust Linguistic Analysis using OntoNotes CONLL 2013
CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes CONLL 2012
BART goes multilingual: The UniTN / Essex submission to the CoNLL-2012 Shared Task CONLL 2012
State-of-the-Art Kernels for Natural Language Processing ACL 2012
Translating Questions to SQL Queries with Generative Parsers Discriminatively Reranked COLING 2012
Joint Conference on EMNLP and CoNLL - Shared Task CONLL 2012
Verb Classification using Distributional Similarity in Syntactic and Semantic Structures ACL 2012
Modeling Topic Dependencies in Hierarchical Text Categorization ACL 2012
Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy! EMNLP 2011
Joint Distant and Direct Supervision for Relation Extraction IJCNLP 2011
Extracting Opinion Expressions and Their Polarities – Exploration of Pipelines and Joint Models ACL 2011
End-to-End Relation Extraction Using Distant Supervision from External Semantic Repositories ACL 2011
Structured Lexical Similarity via Convolution Kernels on Dependency Trees EMNLP 2011
Kernel Engineering for Fast and Easy Design of Natural Language Applications COLING 2010
Syntactic and Semantic Structure for Opinion Expression Detection CONLL 2010
On Reverse Feature Engineering of Syntactic Tree Kernels CONLL 2010
Syntactic/Semantic Structures for Textual Entailment Recognition NAACL 2010
Reranking Models in Fine-grained Opinion Analysis COLING 2010
Kernel-based Reranking for Named-Entity Extraction COLING 2010
Coling 2010: Kernel Engineering for Fast and Easy Design of Natural Language Applications–Tutorial notes COLING 2010
Shallow Semantic Parsing for Spoken Language Understanding NAACL 2009
Re-Ranking Models for Spoken Language Understanding EACL 2009
Efficient Linearization of Tree Kernel Functions CONLL 2009
Syntactic and Semantic Kernels for Short Text Pair Categorization EACL 2009
Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction EMNLP 2009
Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding EMNLP 2009
Reverse Engineering of Tree Kernel Feature Spaces EMNLP 2009
BART: A Modular Toolkit for Coreference Resolution ACL 2008
Kernels on Linguistic Structures for Answer Extraction ACL 2008
Semantic Role Labeling Systems for Arabic using Kernel Methods ACL 2008
Coreference Systems Based on Kernels Methods COLING 2008
CUNIT: A Semantic Role Labeling System for Modern Standard Arabic SEMEVAL 2007
RTV: Tree Kernels for Thematic Role Classification SEMEVAL 2007
Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification ACL 2007
Syntactic Kernels for Natural Language Learning: the Semantic Role Labeling Case NAACL 2006
Semantic Role Labeling via FrameNet, VerbNet and PropBank COLING 2006
Semantic Role Labeling via Tree Kernel Joint Inference CONLL 2006
Semantic Role Labeling via FrameNet, VerbNet and PropBank ACL 2006
Automatic Learning of Textual Entailments with Cross-Pair Similarities ACL 2006
Making Tree Kernels Practical for Natural Language Learning EACL 2006
Automatic Learning of Textual Entailments with Cross-Pair Similarities COLING 2006
Hierarchical Semantic Role Labeling CONLL 2005
Effective use of WordNet Semantics via Kernel-Based Learning CONLL 2005
A Semantic Kernel for Predicate Argument Classification CONLL 2004
A Study on Convolution Kernels for Shallow Statistic Parsing ACL 2004