Alessandro Moschitti

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