Franck Dernoncourt
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- 62
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Authored papers
62Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion
arXiv 2026
Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI
arXiv 2026
Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models
arXiv 2026
Agent Banana: High-Fidelity Image Editing with Agentic Thinking and Tooling
arXiv 2026
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams
arXiv 2026
FORTIS: Benchmarking Over-Privilege in Agent Skills
arXiv 2026
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey
arXiv 2025
NoLiMa: Long-Context Evaluation Beyond Literal Matching
arXiv 2025
Knowledge Homophily in Large Language Models
arXiv 2025
Personalized Graph-Based Retrieval for Large Language Models
arXiv 2025
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos
arXiv 2025
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
arXiv 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
arXiv 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models
arXiv 2025
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
arXiv 2024
Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations
CVPR 2023 1
DynaSaur: Large Language Agents Beyond Predefined Actions
arXiv 2024
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models
arXiv 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
arXiv 2024
ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection for ABSA
arXiv 2024
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback
arXiv 2023
Bias and Fairness in Large Language Models: A Survey
arXiv 2023
Learning Navigational Visual Representations with Semantic Map Supervision
ICCV 2023 1
OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis
arXiv 2023
Envisioning the Next-Gen Document Reader
arXiv 2023
Fine-grained Image Captioning with CLIP Reward
Findings (NAACL) 2022 7
User-Entity Differential Privacy in Learning Natural Language Models
user-entity-differential-privacy-in-learning
CAISE: Conversational Agent for Image Search and Editing
arXiv 2022
Survey of Aspect-based Sentiment Analysis Datasets
arXiv 2022
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision
COLING 2022 10
Enriching Unsupervised User Embedding via Medical Concepts
arXiv 2022
Learning by Planning: Language-Guided Global Image Editing
CVPR 2021 1
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning
ACL 2021 5
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts
EMNLP (newsum) 2021 11
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution
NAACL 2021 4
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
NAACL 2021 4
MadDog: A Web-based System for Acronym Identification and Disambiguation
EACL 2021 2
StreamHover: Livestream Transcript Summarization and Annotation
EMNLP 2021 11
QACE: Asking Questions to Evaluate an Image Caption
Findings (EMNLP) 2021 11
IGA : An Intent-Guided Authoring Assistant
arXiv 2021
User Factor Adaptation for User Embedding via Multitask Learning
EACL (AdaptNLP) 2021 4
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis
arXiv 2021
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights
NAACL 2021 4
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation
COLING 2020 8
Understanding Points of Correspondence between Sentences for Abstractive Summarization
understanding-points-of-correspondence-1
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
multilingual-twitter-corpus-and-baselines-for-1
Learning to Fuse Sentences with Transformers for Summarization
EMNLP 2020 11
Let Me Choose: From Verbal Context to Font Selection
let-me-choose-from-verbal-context-to-font-1
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion
Asian Chapter of the Association for Computational Linguistics 2020
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation
EMNLP 2020 11
Scene Graph Modification Based on Natural Language Commands
Findings of the Association for Computational Linguistics 2020
Rethinking Self-Attention: Towards Interpretability in Neural Parsing
Findings of the Association for Computational Linguistics 2020
Scoring Sentence Singletons and Pairs for Abstractive Summarization
scoring-sentence-singletons-and-pairs-for
Expressing Visual Relationships via Language
expressing-visual-relationships-via-language-1
TutorialVQA: Question Answering Dataset for Tutorial Videos
tutorialvqa-question-answering-dataset-for-1
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
arXiv 2019
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks
propagate-selector-detecting-supporting-1
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
a-discourse-aware-attention-model-for-1
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts
pubmed-200k-rct-a-dataset-for-sequential-2
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
sequential-short-text-classification-with-1
Mapping distributional to model-theoretic semantic spaces: a baseline
arXiv 2016
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification
arXiv 2016
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