Radu Florian

142 papers A* 23A 2B 5Journal 70Unranked 42
YearRankTypeTitle / Venue / Authors
2026 J jnl
LMK > CLS: Landmark Pooling for Dense Embeddings.
CoRR
Meet Doshi, Aashka Trivedi, Vishwajeet Kumar, Parul Awasthy, Yulong Li, Jaydeep Sen, Radu Florian, Sachindra Joshi
2025 J jnl
CLAPnq: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems.
Trans. Assoc. Comput. Linguistics
Sara Rosenthal, Avirup Sil, Radu Florian, Salim Roukos
2025 J jnl
Contrastive Retrieval Heads Improve Attention-Based Re-Ranking.
CoRR
Linh Tran, Yulong Li, Radu Florian, Wei Sun
2025 J jnl
DialectalArabicMMLU: Benchmarking Dialectal Capabilities in Arabic and Multilingual Language Models.
CoRR
Malik H. Altakrori, Nizar Habash, Abdelhakim Freihat, Younes Samih, Kirill Chirkunov, Muhammed AbuOdeh, Radu Florian, Teresa Lynn, Preslav Nakov, Alham Fikri Aji
2025 B conf
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic.
COLING
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
2025 J jnl
Granite Embedding Models.
CoRR
Parul Awasthy, Aashka Trivedi, Yulong Li, Mihaela A. Bornea, David Cox, Abraham Daniels, Martin Franz, Gabe Goodhart, Bhavani Iyer, Vishwajeet Kumar, Luis A. Lastras, J. Scott McCarley, Rudra Murthy, Vignesh P, Sara Rosenthal, Salim Roukos, Jaydeep Sen, Sukriti Sharma, Avirup Sil, Kate Soule, Md. Arafat Sultan, Radu Florian
2025 J jnl
Granite Embedding R2 Models.
CoRR
Parul Awasthy, Aashka Trivedi, Yulong Li, Meet Doshi, Riyaz A. Bhat, Vignesh P, Vishwajeet Kumar, Yushu Yang, Bhavani Iyer, Abraham Daniels, Rudra Murthy, Ken Barker, Martin Franz, Madison Lee, Todd Ward, Salim Roukos, David Cox, Luis A. Lastras, Jaydeep Sen, Radu Florian
2025 J jnl
Optimal Policy Minimum Bayesian Risk.
CoRR
Ramón Fernandez Astudillo, Md. Arafat Sultan, Aashka Trivedi, Yousef El-Kurdi, Tahira Naseem, Radu Florian, Salim Roukos
2024 — conf
A Grounded Preference Model for LLM Alignment.
ACL (Findings)
Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan, Asaf Yehudai, Subhajit Chaudhury, Radu Florian, Ramón Fernandez Astudillo, Asim Munawar
2024 A* conf
CHRONOS: A Schema-Based Event Understanding and Prediction System.
AAAI
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 J jnl
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems.
CoRR
Sara Rosenthal, Avirup Sil, Radu Florian, Salim Roukos
2024 J jnl
Can a Multichoice Dataset be Repurposed for Extractive Question Answering?
CoRR
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
2024 J jnl
Multi-Document Grounded Multi-Turn Synthetic Dialog Generation.
CoRR
Young-Suk Lee, R. Chulaka Gunasekara, Danish Contractor, Ramón Fernandez Astudillo, Radu Florian
2024 J jnl
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels.
CoRR
Jasper Xian, Saron Samuel, Faraz Khoubsirat, Ronak Pradeep, Md. Arafat Sultan, Radu Florian, Salim Roukos, Avirup Sil, Christopher Potts, Omar Khattab
2024 J jnl
Self-Refinement of Language Models from External Proxy Metrics Feedback.
CoRR
Keshav Ramji, Young-Suk Lee, Ramón Fernandez Astudillo, Md. Arafat Sultan, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos
2023 J jnl
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models.
CoRR
Young-Suk Lee, Ramón Fernandez Astudillo, Radu Florian, Tahira Naseem, Salim Roukos
2023 J jnl
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs.
CoRR
Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo
2023 — conf
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs.
EMNLP (Findings)
Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo
2023 A* conf
GAAMA 2.0: An Integrated System That Answers Boolean and Extractive Questions.
AAAI
J. Scott McCarley, Mihaela A. Bornea, Sara Rosenthal, Anthony Ferritto, Md. Arafat Sultan, Avirup Sil, Radu Florian
2023 — conf
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.
ACL (Findings)
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
2023 — conf
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development.
ACL (demo)
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, Jürgen Broß, Radu Florian, Salim Roukos
2023 J jnl
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development.
CoRR
Avirup 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, Radu Florian, Salim Roukos
2023 J jnl
Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing.
CoRR
Sadhana Kumaravel, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos
2023 A* conf
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.
EMNLP
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
2023 J jnl
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.
CoRR
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
2022 J jnl
A Generative Model for Relation Extraction and Classification.
CoRR
Jian Ni, Gaetano Rossiello, Alfio Gliozzo, Radu Florian
2022 — conf
DocAMR: Multi-Sentence AMR Representation and Evaluation.
NAACL-HLT
Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider
2022 J jnl
Evidence Integration for Multi-Hop Reading Comprehension With Graph Neural Networks.
IEEE Trans. Knowl. Data Eng.
Linfeng Song, Zhiguo Wang, Mo Yu, Yue Zhang, Radu Florian, Daniel Gildea
2022 J jnl
GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions.
CoRR
J. Scott McCarley, Mihaela A. Bornea, Sara Rosenthal, Anthony Ferritto, Md. Arafat Sultan, Avirup Sil, Radu Florian
2022 — conf
Inducing and Using Alignments for Transition-based AMR Parsing.
NAACL-HLT
Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramón Fernandez Astudillo
2022 J jnl
Inducing and Using Alignments for Transition-based AMR Parsing.
CoRR
Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramón Fernandez Astudillo
2022 — conf
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing.
NAACL-HLT
Young-Suk Lee, Ramón Fernandez Astudillo, Hoang Thanh Lam, Tahira Naseem, Radu Florian, Salim Roukos
2022 J jnl
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.
CoRR
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
2022 A* conf
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering.
EMNLP
Md. Arafat Sultan, Avi Sil, Radu Florian
2022 J jnl
Not to Overfit or Underfit? A Study of Domain Generalization in Question Answering.
CoRR
Md. Arafat Sultan, Avirup Sil, Radu Florian
2022 J jnl
Synthetic Target Domain Supervision for Open Retrieval QA.
CoRR
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos
2021 — conf
AMR Parsing with Action-Pointer Transformer.
NAACL-HLT
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian
2021 J jnl
AMR Parsing with Action-Pointer Transformer.
CoRR
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian
2021 A conf
Bootstrapping Multilingual AMR with Contextual Word Alignments.
EACL
Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward
2021 J jnl
Bootstrapping Multilingual AMR with Contextual Word Alignments.
CoRR
Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward
2021 J jnl
Do Answers to Boolean Questions Need Explanations? Yes.
CoRR
Sara Rosenthal, Mihaela A. Bornea, Avirup Sil, Radu Florian, J. Scott McCarley
2021 J jnl
DocAMR: Multi-Sentence AMR Representation and Evaluation.
CoRR
Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider
2021 A* conf
KAAPA: Knowledge Aware Answers from PDF Analysis.
AAAI
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 J jnl
Learning to Transpile AMR into SPARQL.
CoRR
Mihaela A. Bornea, Ramón Fernandez Astudillo, Tahira Naseem, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Pavan Kapanipathi, Radu Florian, Salim Roukos
2021 J jnl
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing.
CoRR
Young-Suk Lee, Ramón Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos
2021 A* conf
Multilingual Transfer Learning for QA using Translation as Data Augmentation.
AAAI
Mihaela A. Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil
2021 — conf
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing.
EMNLP (1)
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos
2021 J jnl
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing.
CoRR
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos
2021 A* conf
Synthetic Target Domain Supervision for Open Retrieval QA.
SIGIR
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos
2021 — conf
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension.
ACL/IJCNLP (2)
Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avi Sil
2021 J jnl
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension.
CoRR
Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avirup Sil
2020 — conf
A Multilingual Reading Comprehension System for more than 100 Languages.
COLING (Demonstrations)
Anthony Ferritto, Sara Rosenthal, Mihaela A. Bornea, Kazi Hasan, Rishav Chakravarti, Salim Roukos, Radu Florian, Avi Sil
2020 — conf
ARES: A Reading Comprehension Ensembling Service.
EMNLP (Demos)
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil
2020 J jnl
Cascaded Models for Better Fine-Grained Named Entity Recognition.
CoRR
Parul Awasthy, Taesun Moon, Jian Ni, Radu Florian
2020 J jnl
Cross-Lingual Relation Extraction with Transformers.
CoRR
Jian Ni, Taesun Moon, Parul Awasthy, Radu Florian
2020 J jnl
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training.
CoRR
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avi Sil, Vittorio Castelli, Radu Florian, Salim Roukos
2020 J jnl
Event Presence Prediction Helps Trigger Detection Across Languages.
CoRR
Parul Awasthy, Tahira Naseem, Jian Ni, Taesun Moon, Radu Florian
2020 A* conf
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation.
ACL
Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos
2020 J jnl
GPT-too: A language-model-first approach for AMR-to-text generation.
CoRR
Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos
2020 — conf
Multi-Stage Pre-training for Low-Resource Domain Adaptation.
EMNLP (1)
Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward
2020 J jnl
Multi-Stage Pre-training for Low-Resource Domain Adaptation.
CoRR
Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward
2020 J jnl
Multilingual Transfer Learning for QA Using Translation as Data Augmentation.
CoRR
Mihaela A. Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil
2020 — conf
Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks.
SustaiNLP@EMNLP
Parul Awasthy, Bishwaranjan Bhattacharjee, John R. Kender, Radu Florian
2020 — conf
Pushing the Limits of AMR Parsing with Self-Learning.
EMNLP (Findings)
Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos
2020 J jnl
Pushing the Limits of AMR Parsing with Self-Learning.
CoRR
Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos
2020 — conf
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers.
COLING (Industry)
Yousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward, Radu Florian
2020 A* conf
The TechQA Dataset.
ACL
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 — conf
Towards building a Robust Industry-scale Question Answering System.
COLING (Industry)
Rishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian, Salim Roukos, Avi Sil
2020 — conf
Transition-based Parsing with Stack-Transformers.
EMNLP (Findings)
Ramón Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, Radu Florian
2020 J jnl
Transition-based Parsing with Stack-Transformers.
CoRR
Ramón Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, Radu Florian
2019 — conf
CFO: A Framework for Building Production NLP Systems.
EMNLP/IJCNLP (3)
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 J jnl
CFO: A Framework for Building Production NLP Systems.
CoRR
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 J jnl
Ensembling Strategies for Answering Natural Questions.
CoRR
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil
2019 J jnl
Frustratingly Easy Natural Question Answering.
CoRR
Lin Pan, Rishav Chakravarti, Anthony Ferritto, Michael R. Glass, Alfio Gliozzo, Salim Roukos, Radu Florian, Avirup Sil
2019 — conf
IBM Submission for TAC KBP: EDL 2019 Cascaded Fine-Grained Named Entity Recognition.
TAC
Parul Awasthy, Taesun Moon, Jian Ni, Radu Florian
2019 — conf
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping.
EMNLP/IJCNLP (1)
Jian Ni, Radu Florian
2019 J jnl
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping.
CoRR
Jian Ni, Radu Florian
2019 — conf
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning.
ACL (1)
Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros
2019 J jnl
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning.
CoRR
Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros
2019 J jnl
The TechQA Dataset.
CoRR
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
2019 J jnl
Towards Lingua Franca Named Entity Recognition with BERT.
CoRR
Taesun Moon, Parul Awasthy, Jian Ni, Radu Florian
2018 J jnl
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks.
CoRR
Linfeng Song, Zhiguo Wang, Mo Yu, Yue Zhang, Radu Florian, Daniel Gildea
2018 — conf
Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking.
ACL (2)
Gourab Kundu, Avirup Sil, Radu Florian, Wael Hamza
2018 J jnl
Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking.
CoRR
Gourab Kundu, Avirup Sil, Radu Florian, Wael Hamza
2018 A* conf
Neural Cross-Lingual Entity Linking.
AAAI
Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza
2017 A* conf
Bilateral Multi-Perspective Matching for Natural Language Sentences.
IJCAI
Zhiguo Wang, Wael Hamza, Radu Florian
2017 J jnl
Bilateral Multi-Perspective Matching for Natural Language Sentences.
CoRR
Zhiguo Wang, Wael Hamza, Radu Florian
2017 J jnl
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping.
CoRR
Jian Ni, Radu Florian
2017 A* conf
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures.
EMNLP
Lifu Huang, Avirup Sil, Heng Ji, Radu Florian
2017 J jnl
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures.
CoRR
Lifu Huang, Avirup Sil, Heng Ji, Radu Florian
2017 J jnl
Neural Cross-Lingual Entity Linking.
CoRR
Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza
2017 J jnl
One for All: Towards Language Independent Named Entity Linking.
CoRR
Avirup Sil, Radu Florian
2017 J jnl
Reinforcement Learning for Transition-Based Mention Detection.
CoRR
Georgiana Dinu, Wael Hamza, Radu Florian
2017 — conf
The IBM Systems for Entity Discovery and Linking at TAC 2017.
TAC
Avirup Sil, Georgiana Dinu, Gourab Kundu, Radu Florian
2017 — conf
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection.
ACL (1)
Jian Ni, Georgiana Dinu, Radu Florian
2017 J jnl
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection.
CoRR
Jian Ni, Georgiana Dinu, Radu Florian
2016 J jnl
A Joint Model for Answer Sentence Ranking and Answer Extraction.
Trans. Assoc. Comput. Linguistics
Md. Arafat Sultan, Vittorio Castelli, Radu Florian
2016 J jnl
A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization.
CoRR
Lu Wang, Hema Raghavan, Vittorio Castelli, Radu Florian, Claire Cardie
2016 A* conf
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping.
EMNLP
Jian Ni, Radu Florian
2016 J jnl
Multi-Perspective Context Matching for Machine Comprehension.
CoRR
Zhiguo Wang, Haitao Mi, Wael Hamza, Radu Florian
2016 — conf
One for All: Towards Language Independent Named Entity Linking.
ACL (1)
Avirup Sil, Radu Florian
2016 — conf
The IBM Systems for Trilingual Entity Discovery and Linking at TAC 2016.
TAC
Avirup Sil, Georgiana Dinu, Radu Florian
2016 J jnl
Toward Mention Detection Robustness with Recurrent Neural Networks.
CoRR
Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian
2015 — conf
Fast Model Adaptation for Automated Section Classification in Electronic Medical Records.
MedInfo
Jian Ni, Brian Delaney, Radu Florian
2015 — conf
Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking.
TAC
Heng Ji, Joel Nothman, Ben Hachey, Radu Florian
2015 — conf
Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding.
BioNLP@IJCNLP
Ramesh Nallapati, Radu Florian
2015 — conf
The IBM Systems for Trilingual Entity Discovery and Linking at TAC 2015.
TAC
Avirup Sil, Georgiana Dinu, Radu Florian
2014 A* conf
Joint question clustering and relevance prediction for open domain non-factoid question answering.
WWW
Snigdha Chaturvedi, Vittorio Castelli, Radu Florian, Ramesh Nallapati, Hema Raghavan
2013 — conf
A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization.
ACL (1)
Lu Wang, Hema Raghavan, Vittorio Castelli, Radu Florian, Claire Cardie
2013 — conf
Finding What Matters in Questions.
HLT-NAACL
Xiaoqiang Luo, Hema Raghavan, Vittorio Castelli, Sameer Maskey, Radu Florian
2012 A* conf
Distilling and exploring nuggets from a corpus.
SIGIR
Vittorio Castelli, Hema Raghavan, Radu Florian, Ding-Jung Han, Xiaoqiang Luo, Salim Roukos
2010 A* conf
Improving Mention Detection Robustness to Noisy Input.
EMNLP
Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni
2010 B conf
Learning to Predict Readability using Diverse Linguistic Features.
COLING
Rohit J. Kate, Xiaoqiang Luo, Siddharth Patwardhan, Martin Franz, Radu Florian, Raymond J. Mooney, Salim Roukos, Chris Welty
2010 J jnl
Semantic annotation based exploratory search for information analysts.
Inf. Process. Manag.
Jae-wook Ahn, Peter Brusilovsky, Jonathan Grady, Daqing He, Radu Florian
2010 — conf
Slot Filling through Statistical Processing and Inference Rules.
TAC
Vittorio Castelli, Radu Florian, Ding-Jung Han
2009 J jnl
A Cascaded Approach to Mention Detection and Chaining in Arabic.
IEEE Trans. Speech Audio Process.
Imed Zitouni, Xiaoqiang Luo, Radu Florian
2009 J jnl
Cross-Language Information Propagation for Arabic Mention Detection.
ACM Trans. Asian Lang. Inf. Process.
Imed Zitouni, Radu Florian
2009 — conf
Entity Linking and Slot Filling through Statistical Processing and Inference Rules.
TAC
Daniel M. Bikel, Vittorio Castelli, Radu Florian, Ding-Jung Han
2009 — conf
Improving Coreference Resolution by Using Conversational Metadata.
HLT-NAACL (Short Papers)
Xiaoqiang Luo, Radu Florian, Todd Ward
2008 A* conf
Mention Detection Crossing the Language Barrier.
EMNLP
Imed Zitouni, Radu Florian
2006 A* conf
Factorizing Complex Models: A Case Study in Mention Detection.
ACL
Radu Florian, Hongyan Jing, Nanda Kambhatla, Imed Zitouni
2005 — conf
The Impact of Morphological Stemming on Arabic Mention Detection and Coreference Resolution.
SEMITIC@ACL
Imed Zitouni, Jeffrey Sorensen, Xiaoqiang Luo, Radu Florian
2004 — conf
A Statistical Model for Multilingual Entity Detection and Tracking.
HLT-NAACL
Radu Florian, Hany Hassan, Abraham Ittycheriah, Hongyan Jing, Nanda Kambhatla, Xiaoqiang Luo, Nicolas Nicolov, Salim Roukos
2003 A* conf
HowtogetaChineseName(Entity): Segmentation and Combination Issues.
EMNLP
Hongyan Jing, Radu Florian, Xiaoqiang Luo, Tong Zhang, Abraham Ittycheriah
2003 B conf
Named Entity Recognition through Classifier Combination.
CoNLL
Radu Florian, Abraham Ittycheriah, Hongyan Jing, Tong Zhang
2003 — conf
TIPS: A Translingual Information Processing System.
HLT-NAACL
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 J jnl
Combining Classifiers for word sense disambiguation.
Nat. Lang. Eng.
Radu Florian, Silviu Cucerzan, Charles Schafer, David Yarowsky
2002 J jnl
Evaluating sense disambiguation across diverse parameter spaces.
Nat. Lang. Eng.
David Yarowsky, Radu Florian
2002 A* conf
Modeling Consensus: Classifier Combination for Word Sense Disambiguation.
EMNLP
Radu Florian, David Yarowsky
2002 B conf
Named Entity Recognition as a House of Cards: Classifier Stacking.
CoNLL
Radu Florian
2002 — conf
Unsupervised Italian Word Sense Disambiguation using WordNets and Unlabeled Corpora.
SENSEVAL
Radu Florian, Richard Wicentowski
2001 J jnl
Coaxing Confidences from an Old Friend: Probabilistic Classifications from Transformation Rule Lists
CoRR
Radu Florian, John C. Henderson, Grace Ngai
2001 J jnl
Dynamic Nonlocal Language Modeling via Hierarchical Topic-Based Adaptation
CoRR
Radu Florian, David Yarowsky
2001 J jnl
Multidimensional Transformation-Based Learning
CoRR
Radu Florian, Grace Ngai
2001 B conf
Multidimensional transformation-based learning.
CoNLL
Radu Florian, Grace Ngai
2001 — conf
The John Hopkins SENSEVAL-2 System Descriptions.
SENSEVAL@ACL
David Yarowsky, Silviu Cucerzan, Radu Florian, Charles Schafer, Richard Wicentowski
2001 A conf
Transformation Based Learning in the Fast Lane.
NAACL
Grace Ngai, Radu Florian
2001 J jnl
Transformation-Based Learning in the Fast Lane
CoRR
Grace Ngai, Radu Florian
2000 A* conf
Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists.
EMNLP
Radu Florian, John C. Henderson, Grace Ngai
1999 A* conf
Dynamic Nonlocal Language Modeling via Hierarchical Topic-Based Adaptation.
ACL
Radu Florian, David Yarowsky
1999 A* conf
Taking the load off the conference chairs-towards a digital paper-routing assistant.
EMNLP
David Yarowsky, Radu Florian
1998 — conf
Beyond N-Grams: Can Linguistic Sophistication Improve Language Modeling?
COLING-ACL
Eric Brill, Radu Florian, John C. Henderson, Lidia Mangu