Radu Florian

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 98

Top Venues

CoRR

TAC

AAAI

EMNLP

Publications

Keshav Ramji, Young-Suk Lee, Ramón Fernandez Astudillo, Md. Arafat Sultan, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos
Self-Refinement of Language Models from External Proxy Metrics Feedback. CoRR (2024)
Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash
Can a Multichoice Dataset be Repurposed for Extractive Question Answering? CoRR (2024)
Jasper Xian, Saron Samuel, Faraz Khoubsirat, Ronak Pradeep, Md. Arafat Sultan, Radu Florian, Salim Roukos, Avirup Sil, Christopher Potts, Omar Khattab
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels. CoRR (2024)
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
CHRONOS: A Schema-Based Event Understanding and Prediction System. AAAI (2024)
Sara Rosenthal, Avirup Sil, Radu Florian, Salim Roukos
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems. CoRR (2024)
Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan, Asaf Yehudai, Subhajit Chaudhury, Radu Florian, Ramón Fernandez Astudillo, Asim Munawar
A Grounded Preference Model for LLM Alignment. ACL (Findings) (2024)
Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs. CoRR (2023)
Young-Suk Lee, Ramón Fernandez Astudillo, Radu Florian, Tahira Naseem, Salim Roukos
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models. CoRR (2023)
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. ACL (Findings) (2023)
Sadhana Kumaravel, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos
Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing. CoRR (2023)
Avi Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz Bhat, Jürgen Broß, Radu Florian, Salim Roukos
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development. ACL (demo) (2023)
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. EMNLP (2023)
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. CoRR (2023)
Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs. EMNLP (Findings) (2023)
Avirup Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz Bhat, Radu Florian, Salim Roukos
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development. CoRR (2023)
J. Scott McCarley, Mihaela Bornea, Sara Rosenthal, Anthony Ferritto, Md. Arafat Sultan, Avirup Sil, Radu Florian
GAAMA 2.0: An Integrated System That Answers Boolean and Extractive Questions. AAAI (2023)
Md. Arafat Sultan, Avirup Sil, Radu Florian
Not to Overfit or Underfit? A Study of Domain Generalization in Question Answering. CoRR (2022)
Linfeng Song, Zhiguo Wang, Mo Yu, Yue Zhang, Radu Florian, Daniel Gildea
Evidence Integration for Multi-Hop Reading Comprehension With Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramón Fernandez Astudillo
Inducing and Using Alignments for Transition-based AMR Parsing. NAACL-HLT (2022)
Md. Arafat Sultan, Avi Sil, Radu Florian
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering. EMNLP (2022)
Jian Ni, Gaetano Rossiello, Alfio Gliozzo, Radu Florian
A Generative Model for Relation Extraction and Classification. CoRR (2022)
Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider
DocAMR: Multi-Sentence AMR Representation and Evaluation. NAACL-HLT (2022)
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos
Synthetic Target Domain Supervision for Open Retrieval QA. CoRR (2022)
Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramón Fernandez Astudillo
Inducing and Using Alignments for Transition-based AMR Parsing. CoRR (2022)
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. CoRR (2022)
J. Scott McCarley, Mihaela Bornea, Sara Rosenthal, Anthony Ferritto, Md. Arafat Sultan, Avirup Sil, Radu Florian
GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions. CoRR (2022)
Young-Suk Lee, Ramón Fernandez Astudillo, Hoang Thanh Lam, Tahira Naseem, Radu Florian, Salim Roukos
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing. NAACL-HLT (2022)
Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avi Sil
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension. ACL/IJCNLP (2) (2021)
Mihaela A. Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil
Multilingual Transfer Learning for QA using Translation as Data Augmentation. AAAI (2021)
Sara Rosenthal, Mihaela A. Bornea, Avirup Sil, Radu Florian, J. Scott McCarley
Do Answers to Boolean Questions Need Explanations? Yes. CoRR (2021)
Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward
Bootstrapping Multilingual AMR with Contextual Word Alignments. EACL (2021)
Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avirup Sil
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension. CoRR (2021)
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing. CoRR (2021)
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos
Synthetic Target Domain Supervision for Open Retrieval QA. SIGIR (2021)
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
KAAPA: Knowledge Aware Answers from PDF Analysis. AAAI (2021)
Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider
DocAMR: Multi-Sentence AMR Representation and Evaluation. CoRR (2021)
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian
AMR Parsing with Action-Pointer Transformer. NAACL-HLT (2021)
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian
AMR Parsing with Action-Pointer Transformer. CoRR (2021)
Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward
Bootstrapping Multilingual AMR with Contextual Word Alignments. CoRR (2021)
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing. EMNLP (1) (2021)
Mihaela Bornea, Ramón Fernandez Astudillo, Tahira Naseem, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Pavan Kapanipathi, Radu Florian, Salim Roukos
Learning to Transpile AMR into SPARQL. CoRR (2021)
Young-Suk Lee, Ramón Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing. CoRR (2021)
Jian Ni, Taesun Moon, Parul Awasthy, Radu Florian
Cross-Lingual Relation Extraction with Transformers. CoRR (2020)
Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos
Pushing the Limits of AMR Parsing with Self-Learning. CoRR (2020)
Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward
Multi-Stage Pre-training for Low-Resource Domain Adaptation. CoRR (2020)
Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward
Multi-Stage Pre-training for Low-Resource Domain Adaptation. EMNLP (1) (2020)
Rishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian, Salim Roukos, Avi Sil
Towards building a Robust Industry-scale Question Answering System. COLING (Industry) (2020)
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
The TechQA Dataset. ACL (2020)
Ramón Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, Radu Florian
Transition-based Parsing with Stack-Transformers. EMNLP (Findings) (2020)
Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos
Pushing the Limits of AMR Parsing with Self-Learning. EMNLP (Findings) (2020)
Ramón Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, Radu Florian
Transition-based Parsing with Stack-Transformers. CoRR (2020)
Anthony Ferritto, Sara Rosenthal, Mihaela A. Bornea, Kazi Hasan, Rishav Chakravarti, Salim Roukos, Radu Florian, Avi Sil
A Multilingual Reading Comprehension System for more than 100 Languages. COLING (Demonstrations) (2020)
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil
ARES: A Reading Comprehension Ensembling Service. EMNLP (Demos) (2020)
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avi Sil, Vittorio Castelli, Radu Florian, Salim Roukos
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training. CoRR (2020)
Mihaela A. Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil
Multilingual Transfer Learning for QA Using Translation as Data Augmentation. CoRR (2020)
Parul Awasthy, Bishwaranjan Bhattacharjee, John R. Kender, Radu Florian
Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks. SustaiNLP@EMNLP (2020)
Parul Awasthy, Tahira Naseem, Jian Ni, Taesun Moon, Radu Florian
Event Presence Prediction Helps Trigger Detection Across Languages. CoRR (2020)
Parul Awasthy, Taesun Moon, Jian Ni, Radu Florian
Cascaded Models for Better Fine-Grained Named Entity Recognition. CoRR (2020)
Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos
GPT-too: A language-model-first approach for AMR-to-text generation. CoRR (2020)
Yousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward, Radu Florian
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers. COLING (Industry) (2020)
Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation. ACL (2020)
Parul Awasthy, Taesun Moon, Jian Ni, Radu Florian
IBM Submission for TAC KBP: EDL 2019 Cascaded Fine-Grained Named Entity Recognition. TAC (2019)
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
CFO: A Framework for Building Production NLP Systems. CoRR (2019)
Jian Ni, Radu Florian
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping. EMNLP/IJCNLP (1) (2019)
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
The TechQA Dataset. CoRR (2019)
Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning. CoRR (2019)
Lin Pan, Rishav Chakravarti, Anthony Ferritto, Michael R. Glass, Alfio Gliozzo, Salim Roukos, Radu Florian, Avirup Sil
Frustratingly Easy Natural Question Answering. CoRR (2019)
Taesun Moon, Parul Awasthy, Jian Ni, Radu Florian
Towards Lingua Franca Named Entity Recognition with BERT. CoRR (2019)
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
CFO: A Framework for Building Production NLP Systems. EMNLP/IJCNLP (3) (2019)
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil
Ensembling Strategies for Answering Natural Questions. CoRR (2019)
Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning. ACL (1) (2019)
Jian Ni, Radu Florian
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping. CoRR (2019)
Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza
Neural Cross-Lingual Entity Linking. AAAI (2018)
Linfeng Song, Zhiguo Wang, Mo Yu, Yue Zhang, Radu Florian, Daniel Gildea
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks. CoRR (2018)
Gourab Kundu, Avirup Sil, Radu Florian, Wael Hamza
Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking. ACL (2) (2018)
Gourab Kundu, Avirup Sil, Radu Florian, Wael Hamza
Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking. CoRR (2018)
Zhiguo Wang, Wael Hamza, Radu Florian
Bilateral Multi-Perspective Matching for Natural Language Sentences. IJCAI (2017)
Lifu Huang, Avirup Sil, Heng Ji, Radu Florian
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures. EMNLP (2017)
Avirup Sil, Radu Florian
One for All: Towards Language Independent Named Entity Linking. CoRR (2017)
Avirup Sil, Georgiana Dinu, Gourab Kundu, Radu Florian
The IBM Systems for Entity Discovery and Linking at TAC 2017. TAC (2017)
Georgiana Dinu, Wael Hamza, Radu Florian
Reinforcement Learning for Transition-Based Mention Detection. CoRR (2017)
Jian Ni, Georgiana Dinu, Radu Florian
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection. CoRR (2017)
Jian Ni, Radu Florian
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping. CoRR (2017)
Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza
Neural Cross-Lingual Entity Linking. CoRR (2017)
Jian Ni, Georgiana Dinu, Radu Florian
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection. ACL (1) (2017)
Zhiguo Wang, Wael Hamza, Radu Florian
Bilateral Multi-Perspective Matching for Natural Language Sentences. CoRR (2017)
Lifu Huang, Avirup Sil, Heng Ji, Radu Florian
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures. CoRR (2017)
Zhiguo Wang, Haitao Mi, Wael Hamza, Radu Florian
Multi-Perspective Context Matching for Machine Comprehension. CoRR (2016)
Lu Wang, Hema Raghavan, Vittorio Castelli, Radu Florian, Claire Cardie
A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization. CoRR (2016)
Jian Ni, Radu Florian
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping. EMNLP (2016)
Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian
Toward Mention Detection Robustness with Recurrent Neural Networks. CoRR (2016)
Avirup Sil, Georgiana Dinu, Radu Florian
The IBM Systems for Trilingual Entity Discovery and Linking at TAC 2016. TAC (2016)
Md. Arafat Sultan, Vittorio Castelli, Radu Florian
A Joint Model for Answer Sentence Ranking and Answer Extraction. Trans. Assoc. Comput. Linguistics 4 (2016)
Avirup Sil, Radu Florian
One for All: Towards Language Independent Named Entity Linking. ACL (1) (2016)
Jian Ni, Brian Delaney, Radu Florian
Fast Model Adaptation for Automated Section Classification in Electronic Medical Records. MedInfo (2015)
Heng Ji, Joel Nothman, Ben Hachey, Radu Florian
Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking. TAC (2015)
Ramesh Nallapati, Radu Florian
Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding. BioNLP@IJCNLP (2015)
Avirup Sil, Georgiana Dinu, Radu Florian
The IBM Systems for Trilingual Entity Discovery and Linking at TAC 2015. TAC (2015)
Snigdha Chaturvedi, Vittorio Castelli, Radu Florian, Ramesh Nallapati, Hema Raghavan
Joint question clustering and relevance prediction for open domain non-factoid question answering. WWW (2014)
Xiaoqiang Luo, Hema Raghavan, Vittorio Castelli, Sameer Maskey, Radu Florian
Finding What Matters in Questions. HLT-NAACL (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Radu Florian