Radu Florian

According to our database1, Radu Florian authored at least 103 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multi-Document Grounded Multi-Turn Synthetic Dialog Generation.
CoRR, 2024

Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels.
CoRR, 2024

Can a Multichoice Dataset be Repurposed for Extractive Question Answering?
CoRR, 2024

CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems.
CoRR, 2024

Self-Refinement of Language Models from External Proxy Metrics Feedback.
CoRR, 2024

A Grounded Preference Model for LLM Alignment.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

CHRONOS: A Schema-Based Event Understanding and Prediction System.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs.
CoRR, 2023

Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing.
CoRR, 2023

AMR Parsing with Instruction Fine-tuned Pre-trained Language Models.
CoRR, 2023

PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development.
CoRR, 2023

UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

GAAMA 2.0: An Integrated System That Answers Boolean and Extractive Questions.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Evidence Integration for Multi-Hop Reading Comprehension With Graph Neural Networks.
IEEE Trans. Knowl. Data Eng., 2022

Not to Overfit or Underfit? A Study of Domain Generalization in Question Answering.
CoRR, 2022

A Generative Model for Relation Extraction and Classification.
CoRR, 2022

DocAMR: Multi-Sentence AMR Representation and Evaluation.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Maximum Bayes Smatch Ensemble Distillation for AMR Parsing.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Inducing and Using Alignments for Transition-based AMR Parsing.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Learning to Transpile AMR into SPARQL.
CoRR, 2021

Do Answers to Boolean Questions Need Explanations? Yes.
CoRR, 2021

Synthetic Target Domain Supervision for Open Retrieval QA.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

AMR Parsing with Action-Pointer Transformer.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Bootstrapping Multilingual AMR with Contextual Word Alignments.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

KAAPA: Knowledge Aware Answers from PDF Analysis.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Multilingual Transfer Learning for QA using Translation as Data Augmentation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training.
CoRR, 2020

Cross-Lingual Relation Extraction with Transformers.
CoRR, 2020

Cascaded Models for Better Fine-Grained Named Entity Recognition.
CoRR, 2020

Event Presence Prediction Helps Trigger Detection Across Languages.
CoRR, 2020

Multi-Stage Pre-training for Low-Resource Domain Adaptation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Pushing the Limits of AMR Parsing with Self-Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

ARES: A Reading Comprehension Ensembling Service.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks.
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Transition-based Parsing with Stack-Transformers.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

A Multilingual Reading Comprehension System for more than 100 Languages.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Towards building a Robust Industry-scale Question Answering System.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

GPT-too: A Language-Model-First Approach for AMR-to-Text Generation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020


2019
Towards Lingua Franca Named Entity Recognition with BERT.
CoRR, 2019

Ensembling Strategies for Answering Natural Questions.
CoRR, 2019

Frustratingly Easy Natural Question Answering.
CoRR, 2019

IBM Submission for TAC KBP: EDL 2019 Cascaded Fine-Grained Named Entity Recognition.
Proceedings of the 2019 Text Analysis Conference, 2019

Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

CFO: A Framework for Building Production NLP Systems.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks.
CoRR, 2018

Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Neural Cross-Lingual Entity Linking.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Reinforcement Learning for Transition-Based Mention Detection.
CoRR, 2017

The IBM Systems for Entity Discovery and Linking at TAC 2017.
Proceedings of the 2017 Text Analysis Conference, 2017

Bilateral Multi-Perspective Matching for Natural Language Sentences.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
A Joint Model for Answer Sentence Ranking and Answer Extraction.
Trans. Assoc. Comput. Linguistics, 2016

Multi-Perspective Context Matching for Machine Comprehension.
CoRR, 2016

Toward Mention Detection Robustness with Recurrent Neural Networks.
CoRR, 2016

The IBM Systems for Trilingual Entity Discovery and Linking at TAC 2016.
Proceedings of the 2016 Text Analysis Conference, 2016

Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

One for All: Towards Language Independent Named Entity Linking.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
The IBM Systems for Trilingual Entity Discovery and Linking at TAC 2015.
Proceedings of the 2015 Text Analysis Conference, 2015

Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking.
Proceedings of the 2015 Text Analysis Conference, 2015

Fast Model Adaptation for Automated Section Classification in Electronic Medical Records.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding.
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

2014
Joint question clustering and relevance prediction for open domain non-factoid question answering.
Proceedings of the 23rd International World Wide Web Conference, 2014

2013
Finding What Matters in Questions.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Distilling and exploring nuggets from a corpus.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2010
Semantic annotation based exploratory search for information analysts.
Inf. Process. Manag., 2010

Slot Filling through Statistical Processing and Inference Rules.
Proceedings of the Third Text Analysis Conference, 2010

Improving Mention Detection Robustness to Noisy Input.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Learning to Predict Readability using Diverse Linguistic Features.
Proceedings of the COLING 2010, 2010

2009
A Cascaded Approach to Mention Detection and Chaining in Arabic.
IEEE Trans. Speech Audio Process., 2009

Cross-Language Information Propagation for Arabic Mention Detection.
ACM Trans. Asian Lang. Inf. Process., 2009

Entity Linking and Slot Filling through Statistical Processing and Inference Rules.
Proceedings of the Second Text Analysis Conference, 2009

Improving Coreference Resolution by Using Conversational Metadata.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

2008
Mention Detection Crossing the Language Barrier.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2006
Factorizing Complex Models: A Case Study in Mention Detection.
Proceedings of the ACL 2006, 2006

2005
The Impact of Morphological Stemming on Arabic Mention Detection and Coreference Resolution.
Proceedings of the Workshop on Computational Approaches to Semitic Languages, 2005

2004
A Statistical Model for Multilingual Entity Detection and Tracking.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004

2003
TIPS: A Translingual Information Processing System.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

HowtogetaChineseName(Entity): Segmentation and Combination Issues.
Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2003

Named Entity Recognition through Classifier Combination.
Proceedings of the Seventh Conference on Natural Language Learning, 2003

2002
Evaluating sense disambiguation across diverse parameter spaces.
Nat. Lang. Eng., 2002

Combining Classifiers for word sense disambiguation.
Nat. Lang. Eng., 2002

Unsupervised Italian Word Sense Disambiguation using WordNets and Unlabeled Corpora.
Proceedings of the ACL Workshop on Word Sense Disambiguation: Recent Successes and Future Directions, 2002

Modeling Consensus: Classifier Combination for Word Sense Disambiguation.
Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, 2002

Named Entity Recognition as a House of Cards: Classifier Stacking.
Proceedings of the 6th Conference on Natural Language Learning, 2002

2001
Coaxing Confidences from an Old Friend: Probabilistic Classifications from Transformation Rule Lists
CoRR, 2001

The John Hopkins SENSEVAL-2 System Descriptions.
Proceedings of Second International Workshop on Evaluating Word Sense Disambiguation Systems, 2001

Transformation Based Learning in the Fast Lane.
Proceedings of the Language Technologies 2001: The Second Meeting of the North American Chapter of the Association for Computational Linguistics, 2001

Multidimensional transformation-based learning.
Proceedings of the ACL 2001 Workshop on Computational Natural Language Learning, 2001

2000
Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000

1999
Taking the load off the conference chairs-towards a digital paper-routing assistant.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 1999

Dynamic Nonlocal Language Modeling via Hierarchical Topic-Based Adaptation.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

1998
Beyond N-Grams: Can Linguistic Sophistication Improve Language Modeling?
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998


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