NLPExplorer

Dragomir Radev

Number of Papers:- 155

Number of Citations:- 755

First ACL Paper:- 1996

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

SIGDIAL

CoNLL

COLING

CreativeSumm

SIGTYP

EMNLP

VLC

Findings

HLT

VarDial

LREC

Eval4NLP

TACL

TeachingNLP

ANLP

ACL

EACL

RepL4NLP

*SEMEVAL

BigScience

IJCNLP

intexsempar

INLG

BEA

Co-Authors:-

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Malgorzata Budzikowska

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization F i n d i n g s - N A A C L

ModeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models SIGTYP WS

On Learning to Summarize with Large Language Models as References NAACL

Fair Abstractive Summarization of Diverse Perspectives NAACL

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models TACL

FOLIO: Natural Language Reasoning with First-Order Logic EMNLP

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains F i n d i n g s - E M N L P

LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control EACL

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey Generation BEA

Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models F i n d i n g s - A C L

OpenRT: An Open-source Framework for Reasoning Over Tabular Data ACL

MACSum: Controllable Summarization with Mixed Attributes TACL

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation EMNLP

Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies F i n d i n g s - E M N L P

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ACL

HiPool: Modeling Long Documents Using Graph Neural Networks ACL

Irene Li | Aosong Feng | Dragomir Radev | Rex Ying |

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution F i n d i n g s - E M N L P

QTSumm: Query-Focused Summarization over Tabular Data EMNLP

RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ACL

bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark ACL

Crosslingual Generalization through Multitask Finetuning ACL

On Improving Summarization Factual Consistency from Natural Language Feedback ACL

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts ACL

SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents ACL

BRIO: Bringing Order to Abstractive Summarization ACL

Yixin Liu | Pengfei Liu | Dragomir Radev | Graham Neubig |

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization ACL

You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL BigScience

FeTaQA: Free-form Table Question Answering TACL

Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries NAACL

CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL

Surfer100: Generating Surveys From Web Resources, Wikipedia-style LREC

CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing COLING CreativeSumm WS

ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP

Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP

STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension EMNLP

BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization F i n d i n g s - E M N L P

Twist Decoding: Diverse Generators Guide Each Other EMNLP

Leveraging Locality in Abstractive Text Summarization EMNLP

R2D2: Robust Data-to-Text with Replacement Detection EMNLP

Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL

DART: Open-Domain Structured Data Record to Text Generation NAACL

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization NAACL

Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL IJCNLP RepL4NLP

ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining ACL IJCNLP

SummerTime: Text Summarization Toolkit for Non-experts EMNLP

SummEval: Re-evaluating Summarization Evaluation TACL

DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Findings

Wenpeng Yin | Dragomir Radev | Caiming Xiong |

An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next EMNLP Findings

Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL IJCNLP

Testing Cross-Database Semantic Parsers With Canonical Utterances EMNLP Eval4NLP

ESPRIT: Explaining Solutions to Physical Reasoning Tasks ACL

R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning COLING

Irene Li | Alexander Fabbri | Swapnil Hingmire | Dragomir Radev |

Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP

Proceedings of the First Workshop on Interactive and Executable Semantic Parsing EMNLP intexsempar

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases EMNLP

Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions EMNLP

Syntax-aware Neural Semantic Role Labeling with Supertags NAACL

Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model ACL

Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL

SParC: Cross-Domain Semantic Parsing in Context ACL

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task EMNLP

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task EMNLP

Robust Multilingual Part-of-Speech Tagging via Adversarial Training NAACL

Michihiro Yasunaga | Jungo Kasai | Dragomir Radev |

TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation NAACL

Improving Text-to-SQL Evaluation Methodology ACL

TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation ACL

Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering ACL

Graph-based Neural Multi-Document Summarization CoNLL

Nested Propositions in Open Information Extraction EMNLP

Nikita Bhutani | H. V. Jagadish | Dragomir Radev |

Humor in Collective Discourse: Unsupervised Funniness Detection in the New Yorker Cartoon Caption Contest LREC

Sentence Similarity based on Dependency Tree Kernels for Multi-document Summarization LREC

Şaziye Betül Özateş | Arzucan Özgür | Dragomir Radev |

Extractive Summarization under Strict Length Constraints LREC

A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization NAACL

William Yang Wang | Yashar Mehdad | Dragomir R. Radev | Amanda Stent |

Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents NAACL

Rui Zhang | Honglak Lee | Dragomir R. Radev |

Effects of Creativity and Cluster Tightness on Short Text Clustering Performance ACL

Content Models for Survey Generation: A Factoid-Based Evaluation ACL IJCNLP

A Random Walk–Based Model for Identifying Semantic Orientation CL

Ahmed Hassan | Amjad Abu-Jbara | Wanchen Lu | Dragomir Radev |

Heterogeneous Networks and Their Applications: Scientometrics, Name Disambiguation, and Topic Modeling TACL

Ben King | Rahul Jha | Dragomir R. Radev |

Experiments in Sentence Language Identification with Groups of Similar Languages VarDial WS

Ben King | Dragomir Radev | Steven Abney |

Purpose and Polarity of Citation: Towards NLP-based Bibliometrics NAACL

Amjad Abu-Jbara | Jefferson Ezra | Dragomir Radev |

Random Walk Factoid Annotation for Collective Discourse ACL

Ben King | Rahul Jha | Dragomir Radev | Robert Mankoff |

A System for Summarizing Scientific Topics Starting from Keywords ACL

Rahul Jha | Amjad Abu-Jbara | Dragomir Radev |

Identifying Opinion Subgroups in Arabic Online Discussions ACL

Amjad Abu-Jbara | Ben King | Mona Diab | Dragomir Radev |

Experimental Results on the Native Language Identification Shared Task BEA WS

Amjad Abu-Jbara | Rahul Jha | Eric Morley | Dragomir Radev |

Proceedings of the Fourth Workshop on Teaching NLP and CL TeachingNLP WS

Ivan Derzhanski | Dragomir Radev |

Introducing Computational Concepts in a Linguistics Olympiad TeachingNLP WS

Patrick Littell | Lori Levin | Jason Eisner | Dragomir Radev |

Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants CoNLL EMNLP

Ahmed Hassan | Amjad Abu-Jbara | Dragomir Radev |

Reference Scope Identification in Citing Sentences NAACL

Amjad Abu-Jbara | Dragomir Radev |

AttitudeMiner: Mining Attitude from Online Discussions NAACL

Amjad Abu-Jbara | Ahmed Hassan | Dragomir Radev |

Subgroup Detection in Ideological Discussions ACL

Amjad Abu-Jbara | Pradeep Dasigi | Mona Diab | Dragomir Radev |

Subgroup Detector: A System for Detecting Subgroups in Online Discussions ACL

Amjad Abu-Jbara | Dragomir Radev |

UMichigan: A Conditional Random Field Model for Resolving the Scope of Negation *SEMEVAL

Amjad Abu-Jbara | Dragomir Radev |

Rediscovering ACL Discoveries Through the Lens of ACL Anthology Network Citing Sentences ACL WS

Dragomir Radev | Amjad Abu-Jbara |

Extracting Signed Social Networks from Text WS

Ahmed Hassan | Amjad Abu-Jbara | Dragomir Radev |

Rumor has it: Identifying Misinformation in Microblogs EMNLP

Vahed Qazvinian | Emily Rosengren | Dragomir R. Radev | Qiaozhu Mei |

Coherent Citation-Based Summarization of Scientific Papers ACL

Amjad Abu-Jbara | Dragomir Radev |

Learning From Collective Human Behavior to Introduce Diversity in Lexical Choice ACL

Vahed Qazvinian | Dragomir R. Radev |

Identifying the Semantic Orientation of Foreign Words ACL

Ahmed Hassan | Amjad Abu-Jbara | Rahul Jha | Dragomir Radev |

Clairlib: A Toolkit for Natural Language Processing, Information Retrieval, and Network Analysis ACL

Amjad Abu-Jbara | Dragomir Radev |

Simultaneous Similarity Learning and Feature-Weight Learning for Document Clustering WS

Pradeep Muthukrishnan | Dragomir Radev | Qiaozhu Mei |

Citation Summarization Through Keyphrase Extraction COLING

Vahed Qazvinian | Dragomir R. Radev | Arzucan Özgür |

What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions EMNLP

Ahmed Hassan | Vahed Qazvinian | Dragomir Radev |

Identifying Text Polarity Using Random Walks ACL

Ahmed Hassan | Dragomir R. Radev |

Identifying Non-Explicit Citing Sentences for Citation-Based Summarization. ACL

Vahed Qazvinian | Dragomir R. Radev |

Detecting Speculations and their Scopes in Scientific Text EMNLP

Arzucan Özgür | Dragomir R. Radev |

Using Citations to Generate surveys of Scientific Paradigms NAACL

Supervised Classification for Extracting Biomedical Events BioNLP WS

Arzucan Özgür | Dragomir Radev |

The ACL Anthology Network WS

Dragomir R. Radev | Pradeep Muthukrishnan | Vahed Qazvinian |

Tracking the Dynamic Evolution of Participants Salience in a Discussion COLING

Detecting Multiple Facets of an Event using Graph-Based Unsupervised Methods COLING

Pradeep Muthukrishnan | Joshua Gerrish | Dragomir R. Radev |

Scientific Paper Summarization Using Citation Summary Networks COLING

Vahed Qazvinian | Dragomir R. Radev |

The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics LREC

Modeling Document Dynamics: an Evolutionary Approach LREC

Jahna Otterbacher | Dragomir Radev |

The North American Computational Linguistics Olympiad (NACLO) WS

Dragomir R. Radev | Lori Levin | Thomas E. Payne |

Semi-Supervised Classification for Extracting Protein Interaction Sentences using Dependency Parsing CoNLL EMNLP

Güneş Erkan | Arzucan Özgür | Dragomir R. Radev |

MavenRank: Identifying Influential Members of the US Senate Using Lexical Centrality CoNLL EMNLP

Proceedings of the Second Workshop on TextGraphs: Graph-Based Algorithms for Natural Language Processing WS

Chris Biemann | Irina Matveeva | Rada Mihalcea | Dragomir Radev |

Lexical similarity can distinguish between automatic and manual translations LREC

Agam Patel | Dragomir R. Radev |

Graph-based Algorithms for Natural Language Processing and Information Retrieval HLT NAACL

Rada Mihalcea | Dragomir Radev |

Adding Syntax to Dynamic Programming for Aligning Comparable Texts for the Generation of Paraphrases ACL COLING

Siwei Shen | Dragomir R. Radev | Agam Patel | Güneş Erkan |

LexNet: A Graphical Environment for Graph-Based NLP ACL COLING

Proceedings of TextGraphs: the First Workshop on Graph Based Methods for Natural Language Processing WS

Rada Mihalcea | Dragomir Radev |

Using Random Walks for Question-focused Sentence Retrieval EMNLP HLT

Jahna Otterbacher | Güneş Erkan | Dragomir Radev |

Proceedings of the Second ACL Workshop on Effective Tools and Methodologies for Teaching NLP and CL WS

Chris Brew | Dragomir Radev |

Comparing Semantically Related Sentences: The Case of Paraphrase Versus Subsumption COLING

Jahna Otterbacher | Dragomir Radev |

RevisionBank: A Resource for Revision-based Multi-document Summarization and Evaluation LREC

Jahna Otterbacher | Dragomir Radev |

CST Bank: A Corpus for the Study of Cross-document Structural Relationships LREC

Dragomir Radev | Jahna Otterbacher | Zhu Zhang |

MEAD - A Platform for Multidocument Multilingual Text Summarization LREC

Developing Infrastructure for the Evaluation of Single and Multi-document Summarization Systems in a Cross-lingual Environment LREC

evision PDF of 'Centroid-based summarization of multiple documents: sentence extraction, utility-based evaluation, and user studies WS

Dragomir R. Radev | Hongyan Jing | Malgorzata Budzikowska |

A Common Theory of Information Fusion from Multiple Text Sources Step One: Cross-Document Structure SIGDIAL WS

Dragomir Radev |

Automatic summarization of search engine hit lists WS

Dragomir R. Radev | Weiguo Fan |

Learning Correlations between Linguistic Indicators and Semantic Constraints: Reuse of Context-Dependent Descriptions of Entities COLING

Dragomir R. Radev |

Generating Natural Language Summaries from Multiple On-Line Sources CL

Dragomir R. Radev | Kathleen R. McKeown |

Learning Correlations between Linguistic Indicators and Semantic Constraints: Reuse of Context-Dependent Descriptions of Entities ACL COLING

Dragomir R. Radev |