NLPExplorer

Franck Dernoncourt

Number of Papers:- 111

Number of Citations:- 35

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

KnowledgeNLP

NAACL

NLP4ConvAI

BioNLP

ClinicalNLP

PACLIC

COLING

NLPMC

EMNLP

Findings

DeepLo

SemEval

JEP/TALN/RECITAL

LREC

Eval4NLP

NLI

newsum

ACL

AdaptNLP

EACL

*SEMEVAL

GEM

IJCNLP

AACL

INLG

Co-Authors:-

Amir Pouran Ben Veyseh

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MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution F i n d i n g s - N A A C L

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing F i n d i n g s - E A C L

KaPQA: Knowledge-Augmented Product Question-Answering KnowledgeNLP WS

Bias and Fairness in Large Language Models: A Survey CL

An Analysis of Multilingual FActScore EMNLP

PDFTriage: Question Answering over Long, Structured Documents EMNLP

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track EMNLP

Franck Dernoncourt | Daniel Preoţiuc-Pietro | Anastasia Shimorina |

ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP

Hieu Man | Nghia Trung Ngo | Franck Dernoncourt | Thien Huu Nguyen |

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP

DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding EMNLP

Curricular Next Conversation Prediction Pretraining for Transcript Segmentation F i n d i n g s - E A C L

Anvesh Rao Vijjini | Hanieh Deilamsalehy | Franck Dernoncourt | Snigdha Chaturvedi |

Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection ACL

Luis Guzman Nateras | Franck Dernoncourt | Thien Nguyen |

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning F i n d i n g s - E M N L P

Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics F i n d i n g s - E M N L P

Chien Nguyen | Huy Nguyen | Franck Dernoncourt | Thien Nguyen |

SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment F i n d i n g s - A C L

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training F i n d i n g s - A C L

Amir Pouran Ben Veyseh | Franck Dernoncourt | Bonan Min | Thien Nguyen |

A Review of Datasets for Aspect-based Sentiment Analysis IJCNLP AACL

Siva Uday Sampreeth Chebolu | Franck Dernoncourt | Nedim Lipka | Thamar Solorio |

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback EMNLP

MeetingBank: A Benchmark Dataset for Meeting Summarization ACL

MeetingQA: Extractive Question-Answering on Meeting Transcripts ACL

Document-Level Event Argument Extraction via Optimal Transport ACL Findings

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL Findings

Multimodal Intent Discovery from Livestream Videos Findings NAACL

DocTime: A Document-level Temporal Dependency Graph Parser NAACL

Fine-grained Image Captioning with CLIP Reward Findings NAACL

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection NAACL

Amir Pouran Ben Veyseh | Minh Van Nguyen | Franck Dernoncourt | Thien Nguyen |

Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies NAACL

Minh Van Nguyen | Bonan Min | Franck Dernoncourt | Thien Nguyen |

Generating Complement Data for Aspect Term Extraction with GPT-2 DeepLo NAACL

Amir Pouran Ben Veyseh | Franck Dernoncourt | Bonan Min and Thien Huu Nguyen |

BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript Findings NAACL

Viet Lai | Amir Pouran Ben Veyseh | Franck Dernoncourt | Thien Nguyen |

Event Detection for Suicide Understanding Findings NAACL

SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions NAACL SemEval

Viet Lai | Amir Pouran Ben Veyseh | Franck Dernoncourt | Thien Nguyen |

Offensive Content Detection via Synthetic Code-Switched Text COLING

MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING

MECI: A Multilingual Dataset for Event Causality Identification COLING

BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts LREC

Amir Pouran Ben Veyseh | Viet Lai | Franck Dernoncourt | Thien Nguyen |

Proceedings of the First Workshop On Transcript Understanding COLING TU WS

Keyphrase Prediction from Video Transcripts: New Dataset and Directions COLING

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING

Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING

Event Extraction in Video Transcripts COLING

Amir Pouran Ben Veyseh | Viet Dac Lai | Franck Dernoncourt | Thien Huu Nguyen |

BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts LREC

Viet Lai | Amir Pouran Ben Veyseh | Franck Dernoncourt | Thien Nguyen |

BehanceMT: A Machine Translation Corpus for Livestreaming Video Transcripts COLING TU WS

Minh Van Nguyen | Franck Dernoncourt | Thien Nguyen |

Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP

Minh Van Nguyen | Bonan Min | Franck Dernoncourt | Thien Nguyen |

Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method F i n d i n g s - E M N L P

MEE: A Novel Multilingual Event Extraction Dataset EMNLP

Amir Pouran Ben Veyseh | Javid Ebrahimi | Franck Dernoncourt | Thien Nguyen |

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents F i n d i n g s - E M N L P

Factual Error Correction for Abstractive Summaries Using Entity Retrieval GEM

User Factor Adaptation for User Embedding via Multitask Learning AdaptNLP EACL

MadDog: A Web-based System for Acronym Identification and Disambiguation EACL

Amir Pouran Ben Veyseh | Franck Dernoncourt | Walter Chang | Thien Huu Nguyen |

Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models NAACL

KPQA: A Metric for Generative Question Answering Using Keyphrase Weights NAACL

UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization BioNLP NAACL

Open-Domain Question Answering with Pre-Constructed Question Spaces NAACL

Joint Summarization-Entailment Optimization for Consumer Health Question Understanding NAACL NLPMC

A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution NAACL

X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering NAACL

IGA: An Intent-Guided Authoring Assistant EMNLP

TIMERS: Document-level Temporal Relation Extraction ACL IJCNLP

DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction ACL IJCNLP SemEval

Amir Pouran Ben Veyseh | Franck Dernoncourt | Thien Huu Nguyen |

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL IJCNLP

Learning Prototype Representations Across Few-Shot Tasks for Event Detection EMNLP

Viet Lai | Franck Dernoncourt | Thien Huu Nguyen |

PSED: A Dataset for Selecting Emphasis in Presentation Slides Findings

Unleash GPT-2 Power for Event Detection ACL IJCNLP

Amir Pouran Ben Veyseh | Viet Lai | Franck Dernoncourt | Thien Huu Nguyen |

QACE: Asking Questions to Evaluate an Image Caption EMNLP Findings

Syntopical Graphs for Computational Argumentation Tasks ACL IJCNLP

UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ACL IJCNLP

TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts EMNLP newsum

Sajad Sotudeh | Hanieh Deilamsalehy | Franck Dernoncourt | Nazli Goharian |

StreamHover: Livestream Transcript Summarization and Annotation EMNLP

Let Me Choose: From Verbal Context to Font Selection ACL

Improving Slot Filling by Utilizing Contextual Information ACL NLP4ConvAI WS

Amir Pouran Ben Veyseh | Franck Dernoncourt | Thien Huu Nguyen |

Efficient Deployment of Conversational Natural Language Interfaces over Databases ACL NLI WS

Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL

Amir Pouran Ben Veyseh | Franck Dernoncourt | Dejing Dou | Thien Huu Nguyen |

Understanding Points of Correspondence between Sentences for Abstractive Summarization ACL

A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion AACL

SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus COLING SemEval

Sasha Spala | Nicholas Miller | Franck Dernoncourt | Carl Dockhorn |

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media COLING SemEval

Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering COLING

What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation COLING

Amir Pouran Ben Veyseh | Franck Dernoncourt | Quan Hung Tran | Thien Huu Nguyen |

ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT EMNLP Eval4NLP

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning EMNLP

Scene Graph Modification Based on Natural Language Commands EMNLP Findings

Rethinking Self-Attention: Towards Interpretability in Neural Parsing EMNLP Findings

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP Findings

Learning to Fuse Sentences with Transformers for Summarization EMNLP

Using Visual Feature Space as a Pivot Across Languages EMNLP Findings

Ziyan Yang | Leticia Pinto-Alva | Franck Dernoncourt | Vicente Ordonez |

Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks LREC

A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients LREC

De l’utilisation du dialogue naturel pour masquer les QCM au sein des jeux sérieux (Of the Use of Natural Dialogue to Hide MCQs in Serious Games) [in French] JEP/TALN/RECITAL

Franck Dernoncourt |