Radu Florian

From Multiple-Choice to Extractive QA: A Case Study for English and Arabic COLING 2025 A Grounded Preference Model for LLM Alignment ACL 2024 CHRONOS: A Schema-Based Event Understanding and Prediction System AAAI 2024 Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023 GAAMA 2.0: An Integrated System That Answers Boolean and Extractive Questions AAAI 2023 Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023 PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development ACL 2023 UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers EMNLP 2023 DocAMR: Multi-Sentence AMR Representation and Evaluation NAACL 2022 Inducing and Using Alignments for Transition-based AMR Parsing NAACL 2022 Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022 Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022 AMR Parsing with Action-Pointer Transformer NAACL 2021 Bootstrapping Multilingual AMR with Contextual Word Alignments EACL 2021 IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News ACL 2021 IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification ACL 2021 KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 2021 Multilingual Transfer Learning for QA using Translation as Data Augmentation AAAI 2021 Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing EMNLP 2021 VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ACL 2021 A Multilingual Reading Comprehension System for more than 100 Languages COLING 2020 ARES: A Reading Comprehension Ensembling Service EMNLP 2020 GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020 Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020 Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks EMNLP 2020 Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020 Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers COLING 2020 The TechQA Dataset ACL 2020 Towards building a Robust Industry-scale Question Answering System COLING 2020 Transition-based Parsing with Stack-Transformers EMNLP 2020 CFO: A Framework for Building Production NLP Systems EMNLP 2019 Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping EMNLP 2019 Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ACL 2019 Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking ACL 2018 Bilateral Multi-Perspective Matching for Natural Language Sentences IJCAI 2017 Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures EMNLP 2017 Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection ACL 2017 Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping EMNLP 2016 One for All: Towards Language Independent Named Entity Linking ACL 2016 A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization ACL 2013 Finding What Matters in Questions NAACL 2013 Tutorial Abstracts at the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies NAACL 2012 Improving Mention Detection Robustness to Noisy Input EMNLP 2010 Learning to Predict Readability using Diverse Linguistic Features COLING 2010 Improving Coreference Resolution by Using Conversational Metadata NAACL 2009 Mention Detection Crossing the Language Barrier EMNLP 2008 Factorizing Complex Models: A Case Study in Mention Detection ACL 2006 HowtogetaChineseName(Entity): Segmentation and Combination Issues EMNLP 2003 Named Entity Recognition through Classifier Combination CoNLL 2003 TIPS: A Translingual Information Processing System NAACL 2003 Modeling Consensus: Classifier Combination for Word Sense Disambiguation EMNLP 2002 Named Entity Recognition as a House of Cards: Classifier Stacking CoNLL 2002 Multidimensional transformation-based learning CoNLL 2001 Transformation Based Learning in the Fast Lane NAACL 2001 Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists ACL 2000