← Authors

Radu Florian

62 papers · 2000–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (25) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (72) πŸ† Keyword Champion (2) πŸ‘₯ Mega-Team (21) 🀝 Dynamic Duo (24) πŸ”¬ Deep Specialist (10) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (172) πŸ’Ž Century Club (62) πŸ”₯ Unstoppable (10) ❓ The Questioner ⚑ Prolific Year (11)

Conferences

EMNLP (18) ACL (15) NAACL (9) COLING (6) IJCNLP (5) AAAI (4) CONLL (3) EACL (1) IJCAI (1)

Top co-authors

Salim Roukos (24) Avi Sil (13) Tahira Naseem (12) Anthony Ferritto (10) Vittorio Castelli (8) Jian Ni (8) Young-Suk Lee (8) Rishav Chakravarti (6) Todd Ward (6) Parul Awasthy (6)

Keywords

machine reading comprehension (10) question answering (8) transfer learning (7) semantic parsing (7) amr parsing (6) abstract meaning representation (6) transition-based parsing (5) information retrieval (5) language model (5) cross-lingual transfer (5) multilingual nlp (4) neural network (4) named entity recognition (3) graph parsing (3) knowledge distillation (3) domain adaptation (3) reading comprehension (3) transformer architecture (3) dependency parsing (3) graph representation (3)

Papers

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