Radu Florian
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
61
Venues
11
Active years
1998–2026
Best venue rank
A*
Where they publish
Papers
61 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | LREC | DialectalArabicMMLU: Benchmarking Dialectal Capabilities in Arabic and Multilingual Language Models. | Malik H. Altakrori, Nizar Habash, Teresa Lynn, Younes Samih, Abed Alhakim Freihat, Kirill Chirkunov, Muhammed AbuOdeh, Radu Florian, Preslav Nakov, Alham Fikri Aji |
| 2025 | COLING | From Multiple-Choice to Extractive QA: A Case Study for English and Arabic. | Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Kirill Chirkunov, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash |
| 2024 | AAAI | CHRONOS: A Schema-Based Event Understanding and Prediction System. | Maria Chang, Achille Fokoue, Rosario Uceda-Sosa, Parul Awasthy, Ken Barker, Sadhana Kumaravel, Oktie Hassanzadeh, Elton F. S. Soares, Tian Gao, Debarun Bhattacharjya, Radu Florian, Salim Roukos |
| 2024 | ACL | A Grounded Preference Model for LLM Alignment. | Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan, Asaf Yehudai, Subhajit Chaudhury, Radu Florian, Ramn Fernandez Astudillo, Asim Munawar |
| 2023 | AAAI | GAAMA 2.0: An Integrated System That Answers Boolean and Extractive Questions. | J. Scott McCarley, Mihaela A. Bornea, Sara Rosenthal, Anthony Ferritto, Md. Arafat Sultan, Avirup Sil, Radu Florian |
| 2023 | ACL | Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. | Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts |
| 2023 | ACL | PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development. | Avi Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela A. Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz A. Bhat, Jrgen Bro, Radu Florian, Salim Roukos |
| 2023 | EMNLP | Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs. | Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramn Fernandez Astudillo |
| 2023 | EMNLP | UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. | Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts |
| 2022 | EMNLP | Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering. | Md. Arafat Sultan, Avi Sil, Radu Florian |
| 2022 | NAACL | Inducing and Using Alignments for Transition-based AMR Parsing. | Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramn Fernandez Astudillo |
| 2022 | NAACL | Maximum Bayes Smatch Ensemble Distillation for AMR Parsing. | Young-Suk Lee, Ramn Fernandez Astudillo, Hoang Thanh Lam, Tahira Naseem, Radu Florian, Salim Roukos |
| 2022 | NAACL | DocAMR: Multi-Sentence AMR Representation and Evaluation. | Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramn Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider |
| 2021 | AAAI | Multilingual Transfer Learning for QA using Translation as Data Augmentation. | Mihaela A. Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil |
| 2021 | AAAI | KAAPA: Knowledge Aware Answers from PDF Analysis. | Nicolas R. Fauceglia, Mustafa Canim, Alfio Gliozzo, Jennifer J. Liang, Nancy Xin Ru Wang, Douglas Burdick, Nandana Mihindukulasooriya, Vittorio Castelli, Guy Feigenblat, David Konopnicki, Yannis Katsis, Radu Florian, Yunyao Li, Salim Roukos, Avirup Sil |
| 2021 | ACL | VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension. | Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avi Sil |
| 2021 | EACL | Bootstrapping Multilingual AMR with Contextual Word Alignments. | Janaki Sheth, Young-Suk Lee, Ramn Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward |
| 2021 | EMNLP | Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing. | Jiawei Zhou, Tahira Naseem, Ramn Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos |
| 2021 | NAACL | AMR Parsing with Action-Pointer Transformer. | Jiawei Zhou, Tahira Naseem, Ramn Fernandez Astudillo, Radu Florian |
| 2021 | SIGIR | Synthetic Target Domain Supervision for Open Retrieval QA. | Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos |
| 2020 | ACL | The TechQA Dataset. | Vittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, J. Scott McCarley, Mike McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John F. Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avirup Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang |
| 2020 | ACL | GPT-too: A Language-Model-First Approach for AMR-to-Text Generation. | Manuel Mager, Ramn Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos |
| 2020 | COLING | Towards building a Robust Industry-scale Question Answering System. | Rishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian, Salim Roukos, Avi Sil |
| 2020 | COLING | Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers. | Yousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward, Radu Florian |
| 2020 | COLING | A Multilingual Reading Comprehension System for more than 100 Languages. | Anthony Ferritto, Sara Rosenthal, Mihaela A. Bornea, Kazi Hasan, Rishav Chakravarti, Salim Roukos, Radu Florian, Avi Sil |
| 2020 | EMNLP | Transition-based Parsing with Stack-Transformers. | Ramn Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, Radu Florian |
| 2020 | EMNLP | Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks. | Parul Awasthy, Bishwaranjan Bhattacharjee, John R. Kender, Radu Florian |
| 2020 | EMNLP | ARES: A Reading Comprehension Ensembling Service. | Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil |
| 2020 | EMNLP | Pushing the Limits of AMR Parsing with Self-Learning. | Young-Suk Lee, Ramn Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos |
| 2020 | EMNLP | Multi-Stage Pre-training for Low-Resource Domain Adaptation. | Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward |
| 2019 | ACL | Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning. | Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros |
| 2019 | EMNLP | CFO: A Framework for Building Production NLP Systems. | Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil |
| 2019 | EMNLP | Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping. | Jian Ni, Radu Florian |
| 2018 | AAAI | Neural Cross-Lingual Entity Linking. | Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza |
| 2018 | ACL | Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking. | Gourab Kundu, Avirup Sil, Radu Florian, Wael Hamza |
| 2017 | ACL | Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection. | Jian Ni, Georgiana Dinu, Radu Florian |
| 2017 | EMNLP | Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures. | Lifu Huang, Avirup Sil, Heng Ji, Radu Florian |
| 2017 | IJCAI | Bilateral Multi-Perspective Matching for Natural Language Sentences. | Zhiguo Wang, Wael Hamza, Radu Florian |
| 2016 | ACL | One for All: Towards Language Independent Named Entity Linking. | Avirup Sil, Radu Florian |
| 2016 | EMNLP | Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping. | Jian Ni, Radu Florian |
| 2014 | WWW | Joint question clustering and relevance prediction for open domain non-factoid question answering. | Snigdha Chaturvedi, Vittorio Castelli, Radu Florian, Ramesh Nallapati, Hema Raghavan |
| 2013 | ACL | A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization. | Lu Wang, Hema Raghavan, Vittorio Castelli, Radu Florian, Claire Cardie |
| 2013 | NAACL | Finding What Matters in Questions. | Xiaoqiang Luo, Hema Raghavan, Vittorio Castelli, Sameer Maskey, Radu Florian |
| 2012 | SIGIR | Distilling and exploring nuggets from a corpus. | Vittorio Castelli, Hema Raghavan, Radu Florian, Ding-Jung Han, Xiaoqiang Luo, Salim Roukos |
| 2010 | COLING | Learning to Predict Readability using Diverse Linguistic Features. | Rohit J. Kate, Xiaoqiang Luo, Siddharth Patwardhan, Martin Franz, Radu Florian, Raymond J. Mooney, Salim Roukos, Chris Welty |
| 2010 | EMNLP | Improving Mention Detection Robustness to Noisy Input. | Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni |
| 2009 | NAACL | Improving Coreference Resolution by Using Conversational Metadata. | Xiaoqiang Luo, Radu Florian, Todd Ward |
| 2008 | EMNLP | Mention Detection Crossing the Language Barrier. | Imed Zitouni, Radu Florian |
| 2006 | ACL | Factorizing Complex Models: A Case Study in Mention Detection. | Radu Florian, Hongyan Jing, Nanda Kambhatla, Imed Zitouni |
| 2004 | NAACL | A Statistical Model for Multilingual Entity Detection and Tracking. | Radu Florian, Hany Hassan, Abraham Ittycheriah, Hongyan Jing, Nanda Kambhatla, Xiaoqiang Luo, Nicolas Nicolov, Salim Roukos |
| 2003 | CoNLL | Named Entity Recognition through Classifier Combination. | Radu Florian, Abraham Ittycheriah, Hongyan Jing, Tong Zhang |
| 2003 | EMNLP | HowtogetaChineseName(Entity): Segmentation and Combination Issues. | Hongyan Jing, Radu Florian, Xiaoqiang Luo, Tong Zhang, Abraham Ittycheriah |
| 2003 | NAACL | TIPS: A Translingual Information Processing System. | Yaser Al-Onaizan, Radu Florian, Martin Franz, Hany Hassan, Young-Suk Lee, J. Scott McCarley, Kishore Papineni, Salim Roukos, Jeffrey S. Sorensen, Christoph Tillmann, Todd Ward, Fei Xia |
| 2002 | CoNLL | Named Entity Recognition as a House of Cards: Classifier Stacking. | Radu Florian |
| 2002 | EMNLP | Modeling Consensus: Classifier Combination for Word Sense Disambiguation. | Radu Florian, David Yarowsky |
| 2001 | CoNLL | Multidimensional transformation-based learning. | Radu Florian, Grace Ngai |
| 2001 | NAACL | Transformation Based Learning in the Fast Lane. | Grace Ngai, Radu Florian |
| 2000 | EMNLP | Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists. | Radu Florian, John C. Henderson, Grace Ngai |
| 1999 | ACL | Dynamic Nonlocal Language Modeling via Hierarchical Topic-Based Adaptation. | Radu Florian, David Yarowsky |
| 1999 | EMNLP | Taking the load off the conference chairs-towards a digital paper-routing assistant. | David Yarowsky, Radu Florian |
| 1998 | ACL | Beyond N-Grams: Can Linguistic Sophistication Improve Language Modeling? | Eric Brill, Radu Florian, John C. Henderson, Lidia Mangu |