Document Intelligence

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion

Chien Van Nguyen, Chaitra Hegde, Van Cuong Pham, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen

Spotlight paper

Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization

Joonho_Yang, David Seunghyun Yoon, Hwan Chang, Byeongjeong Kim, Hwanhee Lee

CRISP: Cliff-aware Residual-free Input-adaptive Sparse Prefilling with Entropy-Motivated Routing

Huy Huu Nguyen, Chien Van Nguyen, Franck Dernoncourt, Ryan A. Rossi, Linh Ngo Van, Jieyang Chen, Thien Huu Nguyen

EventKD: Event-Aware Knowledge Distillation for Generative Event Extraction

Hoang Thanh Dat, Quoc Phong Dao, Nam Le Hai, Franck Dernoncourt, Linh Ngo Van, Trung Le, Thien Huu Nguyen

GRASP: GRanularity-Aware Search Policy for Agentic RAG

Varun Gandhi, Jaewook Lee, Shantanu Todmal, Franck Dernoncourt, Ryan A. Rossi, Jack Wang, Andrew Lan

Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents

Harshitha Kolukuluru, Reshma Ashok, Kirat Arora, Evan William Ciccarelli, Nischal Ashok Kumar, Lunyiu Nie, Franck Dernoncourt, Samyadeep Basu, Ryan A. Rossi, Nedim Lipka

Trust but Verify: Introducing DAVinCI – A Framework for Dual Attribution and Verification in Claim Inference for Language Models

Vipula Rawte, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka

Code-Switching Reveals Language Anchoring in Multilingual LLMs

Jeonghyun Park, David Seunghyun Yoon, Yonghyun Jun, Hwanhee Lee

CHARM: Character Hallucination for Multicultural Role Play Benchmark

Sunkyung_Han, Nahyeon Park, Gaeun Seo, David Seunghyun Yoon, JinYeong Bak

Reward-Validated Coactive Learning for Stylized Slide Design

Avijit Dasgupta, Joseph K J, Pannaga Shivaswamy, Sunandini Sanyal, Sambaran Bandyopadhyay, Sayan Nag, Balaji Vasan Srinivasan, CV Jawahar, Karteek Alahari

Diagnosing Evidence Utilization in Multimodal Document Question Answering

Debolena Basak, Digbalay Bose, Koustava Goswami, Maunendra Sankar Desarkar

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey

Bo Ni, Zheyuan Liu, Leyao Wang, Yongjia Lei, Yuying Zhao, Xueqi Cheng, Qingkai Zeng, Luna Dong, Yinglong Xia, Krishnaram Kenthapadi, Ryan A. Rossi, Franck Dernoncourt, Md Mehrab Tanjim, Nesreen Ahmed, Xiaorui Liu, Wenqi Fan, Erik Blasch, Yu Wang, Meng Jiang, Tyler Derr

Lizard: An Efficient Linearization Framework for Large Language Models

Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Viet Lai, Haoliang Wang, Jayakumar Subramanian, Ryan A. Rossi, Trung Bui, Nikos Vlassis, Franck Dernoncourt, Thien Huu Nguyen

Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams

Jiyeon Kim, Hyunji Lee, Dylan Zhou, Sue Hyun Park, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Sungmin Cha, Minjoon Seo

MARCH: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop Inference

Jeonghyun Park, Ingeol Baek, David Seunghyun Yoon, Haeun Jang, Aparna Garimella, Akriti Jain, Nedim Lipka, Hwanhee Lee

Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models

Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen

Test-Time Strategies for More Efficient and Accurate Agentic RAG

Brian Zhang, Deepti Guntur, Zhiyang Zuo, Abhinav Sharma, Shreyas Chaudhari, Wenlong Zhao, Franck Dernoncourt, Puneet Mathur, Ryan A. Rossi, Nedim Lipka

Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI

Hieu Man, Van-Cuong Pham, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen

DECISIVE: Guiding User Decisions with Optimal Preference Elicitation from Unstructured Documents

Akriti Jain, Aparna Garimella

An Answer is just the Start: Related Insight Generation for Open-Ended Document-Grounded QA

Saransh Sharma, Aparna Garimella, Koyel Mukherjee, Sharma

DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning

Joonmyung Choi, Sanghyeok Lee, Jongha Kim, Sehyung Kim, Dohwan Ko, Jihyung Kil, Hyunwoo J. Kim

Through the PRISM: Principle-Aware, Interpretable, and Multi-Scale Evaluation of Visual Designs

Mona Gandhi, Joseph K J, Srinivasan Parthasarathy, Sayan Nag

Findings Track

AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization

Jiawei Lin, Wanrong Zhu, Vlad Morariu, Chris Tensmeyer

mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense Reasoning

Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen

Reasoning Graph-Structured Question Answering: Datasets and Insights from LLM Benchmarking

Khin Yone, Devasha Trivedi, Anish Pahilajani, Jincen Shuai, Samyak Rajesh Jain, Ryan A. Rossi, Nesreen K. Ahmed, Franck Dernoncourt, Yu Wang and Namyong Park

Charts Are Not Images: On the Challenges of Scientific Chart Editing

Li Li, Ryan A. Rossi, Sungchul Kim, Sunav Choudhary, Franck Dernoncourt, Puneet Mathur, Zhengzhong Tu, Yue Zhao

MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models

Jonas Belouadi, Tamy Boubekeur, Adrien Kaiser

Interview-Informed Generative Agents for Product Discovery: A Validation Study

Jack Wang, Alexa Siu

Best Paper Honorable Mention

MedRGB: Practical Framework for Benchmarking Medical Retrieval-Augmented Generation System

Nghia Trung Ngo, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

Agentic Design Review System

Sayan Nag, Joseph K J, Koustava Goswami, Vlad Morariu, Balaji Vasan Srinivasan

ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt, Vivek Gupta, Dinesh Manocha

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents

Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha

LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles

Ho Yin 'Sam' Ng, Ting-Yao Hsu, Aashish Anantha Ramakrishnan, Branislav Kveton, Nedim Lipka, Franck Dernoncourt, Dongwon Lee, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ting-Hao 'Kenneth' Huang

FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge

Nakyeong Yang, Minsung Kim, David Seunghyun Yoon, Joongbo Shin, Kyomin Jung

Multi-LLM Debiasing Framework

Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka

A Survey on Small Language Models

Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen

FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback

Ashish Singh, Ashutosh Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor Bursztyn, Nesreen K. Ahmed, Puneet Mathur, Erik Learned-Miller, Franck Dernoncourt, Ryan A. Rossi

Multi-LLM Text Summarization

Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru, Ethan Liu, Nikhil Singh, Nedim Lipka, Puneet Mathur, Nesreen K. Ahmed, Franck Dernoncourt, Ryan A. Rossi, Hanieh Deilamsalehy

ChartLens: Fine-grained Visual Attribution in Charts

Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha

Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion

Yejun Yoon, Jaeyoon Jung, David Seunghyun Yoon, Kunwoo Park

SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Thang M. Pham, Phat T. Nguyen, David Seunghyun Yoon, Viet Lai, Franck Dernoncourt, Trung Bui

Document Attribution: Examining Citation Relationships using Large Language Models

Vipula Rawte, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka

HerO 2 for Efficient Fact Verification

Yejun Yoon, Jaeyoon Jung, David Seunghyun Yoon, Kunwoo Park

Won 2nd place at the main challenge

NoLiMa: Long-Context Evaluation Beyond Literal Matching

Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, David Seunghyun Yoon, Hinrich Schütze

LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models

Hieu Man, Nghia Trung Ngo, Viet LAI, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen

Personalization of Large Language Models: A Survey

Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang

MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections

Nishant Balepur, Alexa Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan Lee Boyd-Graber, Puneet Mathur

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha

CORG: Generating Answers from Complex, Interrelated Contexts

Hyunji Lee, Franck Dernoncourt, Trung Bui, David Seunghyun Yoon

ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval and Ranking

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding

Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun

Imprinto: Enhancing Infrared Inkjet Watermarking for Human and Machine Perception

Martin Feick, Xuxin Tang, Raul Garcia-Martin, Alexandru Luchianov, Roderick Wei Xiao Huang, Chang Xiao, Alexa Siu, Doga Dogan

Toward Living Narrative Reviews: An Empirical Study of the Processes and Challenges in Updating Survey Articles in Computing Research

Raymond Fok, Alexa Siu, Daniel S. Weld

FormA11y—Research and Development of a Tool for Remediating PDF Forms for Accessibility

Sparsh Paliwal, Joshua Hoeflich, J. Bern Jordan, Rajiv Jain, Vlad Morariu, Alexa Siu, Jonathan Lazar

PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt

Domain-specific Question Answering with Hybrid Search

Dewang Sultania, Zhaoyu Lu, Twisha Naik, Franck Dernoncourt, David Seunghyun Yoon, Sanat Sharma, Trung Bui, Ashok Gupta, Tushar Vatsa, Suhas Suresha, Ishita Verma, Vibha Belavadi, Cheng Chen, Michael Friedrich

An Analysis of Multilingual FActScore

Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai

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

Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, David Seunghyun Yoon, Ryan A. Rossi, Trung Bui

DocEditAgent: Document Structure Editing Via Multimodal LLM Grounding

Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha

FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document

Joonho Yang, David Seunghyun Yoon, ByeongJeong Kim, Hwanhee Lee

PDFTriage: Question Answering over Long, Structured Documents

Jon Saad-Falcon, Joe Barrow, Alexa Siu, Ani Nenkova, David Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt

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

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

HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims

Yejun Yoon, Jaeyoon Jung, David Seunghyun Yoon, Kunwoo Park

Won 2nd place at the main challenge

Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution

Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan

Matsa: Multi-agent table structure attribution

Puneet Mathur, Alexa Siu, Nedim Lipka, Tong Sun

Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach

Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena

FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout

Yue Jiang, Christof Lutteroth, Rajiv Jain, Chris Tensmeyer, Varun Manjunatha, Wolfgang Stuerzlinger, Vlad Morariu

KaPQA: Knowledge-Augmented Product Question-Answering

Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Karishma Bagga, David Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt

Multi-hop Database Reasoning with Virtual Knowledge Graph

Juhee Son, Yeon Seonwoo, Alice Oh, James Thorne, David Seunghyun Yoon

Understanding News Thumbnail Representativeness by Counterfactual Text-Guided Contrastive Language-Image Pretraining

Yejun Yoon, David Seunghyun Yoon, Kunwoo Park

A Tale of Two Revisions: Summarizing Changes Across Document Versions

Santosh T.Y.S.S., Natwar Modani, Apoorv Saxena

DocPilot: Copilot for automating PDF edit workflows in documents

Puneet Mathur, Alexa Siu, Varun Manjunatha, Tong Sun

Toward an Optimized Human-AI Reviewing Strategy for Contract Inspection

Melanie Bancilhon, Alexa Siu, Ryan A. Rossi, Nedim Lipka

MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution

Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

TRINS: Towards Multimodal Language Models that Can Read

Ruiyi Zhang, Yanzhe Zhang, Jian Chen, Yufan Zhou, Jiuxiang Gu, Changyou Chen, Tong Sun

ATLAS: A System for PDF-Centric Human Interaction Data Collection

Alexa Siu, Jack Wang, Joshua Hoeflich, Naman Kapasi, Ani Nenkova, Tong Sun

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis

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

DocScript: New Task, Dataset, and Models for Document-level Script Event Prediction

Puneet Mathur, Vlad Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain

Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports

Hieu Man, Chien Nguyen, Nghia Ngo, Linh Ngo, Franck Dernoncourt, Thien Nguyen

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Thuat Nguyen, Chien Nguyen, Viet Lai, Hieu Man, Nghia Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen

DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents

Fuxiao Liu, Hao Tan, Chris Tensmeyer

Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents

Ishani Mondal, Shwetha Somasundaram, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, Jordan Boyd-Graber

Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models

Hieu Man, Franck Dernoncourt, Thien Nguyen

Retrieval Augmented Generation for Domain-specific Question Answering

Sanat Sharma, David Seunghyun Yoon, Franck Dernoncourt, Dewang Sultania, Karishma Bagga, Mengjiao Zhang, Trung Bui, Varun Kotte

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification

Zhongfen Deng, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip Yu

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen

Transitioning Representations between Languages for Cross-lingual Event Detection

Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Nguyen

Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering

Inderjeet Nair, *, Shwetha Somasundaram, *, Apoorv Saxena, Koustava Goswami

Learning the Visualness of Text Using Large Vision-Language Models

Gaurav Verma, Ryan A. Rossi, Chris Tensmeyer, Jiuxiang Gu, Ani Nenkova

A Review of Datasets for Aspect-based Sentiment Analysis

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

TaleStream: Supporting Story Ideation with Trope Knowledge

Jean-Peïc Chou, Maneesh Agrawala, Alexa Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt

How Small Businesses Transform PDF Agreements into Action

Jianna So, Nedim Lipka, Alexa Siu, Ryan A. Rossi, Franck Dernoncourt

DocDancer: Authoring Ultra-responsive Documents with Layout Generation

Yuexi Chen, Leo Zhicheng Liu, Chris Tensmeyer, Niklas Elmqvist, Vlad Morariu

Combining Heterogeneous Structures for Event Causality Identification

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Nguyen

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training

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

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

Luis Fernando Guzman Nateras, Franck Dernoncourt, Thien Huu Nguyen

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jaewoo Kang

Improving Cross-Domain Detection with Self-Supervised Learning

Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

Curricular Next Conversation Prediction Pretraining for Transcript Segmentation

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

PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search

Thang Minh Pham, David Seunghyun Yoon, Trung Bui, Anh Nguyen

Exploiting Language Characteristics for Legal Domain-Specific Language Model Pretraining

Inderjeet Nair, Natwar Modani

Web Table Formatting Affects Readability on Mobile Devices

Chris Tensmeyer, Zoya Bylinskii, Tianyuan Cai, Dave Miller, Ani Nenkova, Aleena Gertrudes Niklaus, Shaun Wallace

Digital Reading Rulers: Evaluating Inclusively Designed Rulers for Readers With Dyslexia and Without

Aleena Gertrudes Niklaus, Tianyuan Cai, Zoya Bylinskii, Shaun Wallace, Bylinskii

THERIF: Themes for Readability from Iterative Feedback

Tianyuan Cai, Aleena Gertrudes Niklaus, Bernard Kerr, Michael Kraley, Zoya Bylinskii

StandARone: Infrared-Watermarked Documents as Portable Containers of AR Interaction and Personalization

Doga Dogan, Alexa Siu, Jennifer Healey, Curtis Wigington, Chang Xiao, Tong Sun

DocEdit: Language-guided Document Editing

Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad Morariu

Envisioning the Next-Gen Document Reader

Catherine Yeh, Nedim Lipka, Franck Dernoncourt

LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos

Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents

Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad Morariu

Layout Representation Learning with Spatial and Structural Hierarchies

Yue Bai, Dipu Manandhar, Zhaowen Wang, John Collomosse, Yun Fu

Recipe2Video: Synthesizing Personalized Videos from Recipe Texts

Prateksha Udhayanan, Suryateja BV, Parth Laturia, Dev Chauhan, Darshan Khandelwal, Stefano Petrangeli, Balaji Vasan Srinivasan

User-Entity Differential Privacy in Learning Natural Language Models

Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios

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

Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen

Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method

Viet Lai, Hieu Man, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen

MEE: A Novel Multilingual Event Extraction Dataset

Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents

Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha

Simple Questions Generate Named Entity Recognition Datasets

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang

Factual Error Correction for Abstractive Summaries Using Entity Retrieval

Hwanhee Lee, Cheoneum Park, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung

Curriculum-guided Abstractive Summarization for Mental Health Online Posts

Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt

Few-Shot Cross-Lingual Learning for Event Detection

Luis Guzman Nateras, Viet Lai, Franck Dernoncourt, Thien Nguyen

Best paper runner-up

Agent-specific Deontic Modality Detection in Legal Language

Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger

Readability Research: An Interdisciplinary Approach

Sofie Beier, Sam Berlow, Esat Boucaud, Zoya Bylinskii, Tianyuan Cai, Jenae Cohn, Kathy Crowley, Stephanie L. Day, Tilman Dingler, Jonathan Dobres, Jennifer Healey, Rajiv Jain, Marjorie Jordan, Bernard Kerr, Qisheng Li, Dave B. Miller, Susanne Nobles, Alexandra Papoutsaki, Jing Qian, Tina Rezvanian, Shelley Rodrigo, Ben D. Sawyer, Shannon M. Sheppard, Bram Stein, Rick Trietman, Jen Vanek, Shaun Wallace, Benjamin Wolfe

MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding

Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad Morariu

TELIN: Table Entity LINker for Extracting Leaderboards from Machine Learning Publications

Sean Yang, Chris Tensmeyer, Curtis Wigington

End-to-end Document Recognition and Understanding with Dessurt

Brian Davis, Bryan Morse, Chris Tensmeyer, Brian Price, Curtis Wigington, Vlad Morariu

Event Extraction in Video Transcripts

Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

MECI: A Multilingual Dataset for Event Causality Identification

Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

Offensive Content Detection Via Synthetic Code-Switched Text

Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda Rawat, David Seunghyun Yoon

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

Khalil Mrini, Harpreet Singh, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter W. Chang, Emilia Farcas, Ndapa Nakashole

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

Yeon Seonwoo, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh

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

Amir Pouran Ben Veyseh, Nicole Meister, David Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen

Keyphrase Prediction from Video Transcripts: New Dataset and Directions

Amir Pouran Ben Veyseh, Quan Hung Tran, David Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter W. Chang, Franck Dernoncourt, Thien Huu Nguyen

VRDoc: Gaze-based Interactions for VR Reading Experience

Geonsun Lee, Jennifer Healey, Dinesh Manocha

DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis

Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad Morariu, Rajiv Jain, Dinesh Manocha

DynamicToC: Persona-based Table of Contents for Consumption of Long Documents

Himanshu Maheshwari, Nethraa Shivakumar, Shelly Jain, Tanvi Karandikar, Navita Goyal, Vinay Aggarwal, Sumit Shekhar

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

Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen

DocTime: A Document-level Temporal Dependency Graph Parser

Puneet Mathur, Vlad Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain

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

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

Event Detection for Suicide Understanding

Luis Fernando Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen

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

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

BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcripts

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

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

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

BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts

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

OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis

Sumit Shekhar, Bhanu Prakash Reddy Guda, Ashutosh Chaubey, Ishan Jindal, Avneet Jain

Personalized Font Recommendations: Combining ML and Typographic Guidelines to Optimize Readability

Tianyuan Cai, Shaun Wallace, Tina Rezvanian, Jonathan Dobres, Bernard Kerr, Samuel Berlow, Jeff Huang, Ben D Sawyer, Zoya Bylinskii

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text

Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen

Document-Level Event Argument Extraction via Optimal Transport

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen

How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image

Hyewon Choi, Yejun Yoon, David Seunghyun Yoon, Kunwoo Park

Dually Noted: Layout-Aware Annotations with Smartphone Augmented Reality

Jing Qian, Qi Sun, Curtis Wigington, Han L Han, Tong Sun, Jennifer Healey, James Tompkin, Jeff Huang

UserNLP’22: 2022 International Workshop on User-centered Natural Language Processing

Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang

Sources of bias in artificial intelligence that perpetuate healthcare disparities – A global review

Leo Anthony Celi, Jacqueline Cellini, Marie-Laure Charpignon, Edward Christopher Dee, Franck Dernoncourt, Rene Eber, William Greig Mitchell, Lama Moukheiber, Julian Schirmer, Julia Situ, Joseph Paguio, Joel Park, Judy Gichoya Wawira, Seth Yao

Towards Individuated Reading Experiences: Different Fonts Increase Reading Speed for Different Individuals

Shaun Wallace, Zoya Bylinskii, Jonathan Dobres, Bernard Kerr, Sam Berlow, Rick Treitman, Nirmal Kumawat, Kathleen Arpin, Dave B Miller, Jeff Huang, Ben D Sawyer

Leveraging Positional Information to Automatically Emphasize Key Portions of a Text

Sebastian Gehrmann, Franck Dernoncourt

NLP and Deep Learning Methods for Curbing the Spread of Misinformation in India

Amber Nigam, Pragati Jaiswal, Saketh Sundar, Mukund Poddar, Nitya Kumar, Franck Dernoncourt, Leo A. Celi

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

Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian

Learning Prototype Representations Across Few-Shot Tasks for Event Detection

Viet Lai, Franck Dernoncourt, Thien Huu Nguyen

StreamHover: Livestream Transcript Summarization and Annotation

Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu

IGA: An Intent-Guided Authoring Assistant

Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

Exploring Conditional Text Generation for Aspect-based Sentiment Analysis

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

AUTOSUMM: Automatic Model Creation for Text Summarization

Sharmila Reddy Nangi, Atharv Tyagi, Jay Mundra, Sagnik Mukherjee, Raj Snehal, Niyati Chhaya, Aparna Garimella

ReAct: A Review Comment Dataset for Actionability (and more)

Gautam Choudhary, Natwar Modani, Nitish Maurya

Detecting Document Versions and Their Ordering in a Collection

Natwar Modani, Anurag Maurya, Gaurav Verma, Inderjeet Nair, Vaidehi Patil, Anirudh Kanfade

Visual FUDGE: Form Understanding via Dynamic Graph Editing

Brian Davis, Bryan Morse, Brian Price, Chris Tensmeyer, Curtis Wigington

Dynamic Path Reasoning for Measurement Relation Extraction

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen

Unleash GPT-2 Power for Event Detection

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

Document-Level Event Argument Extraction via Optimal Transport

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen

TIMERS: Document-level Temporal Relation Extraction

Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad Morariu, Quan Hung Tran, Dinesh Manocha

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

Khalil Mrini, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole

PSED: A Dataset for Selecting Emphasis in Presentation Slides

Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Jose Echevarria, Thamar Solorio, Paul Asente

Syntopical Graphs for Computational Argumentation Tasks

Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad Morariu, Varun Manjunatha, Douglas Oard, Philip Resnik, Henning Wachsmuth

Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection

Viet Dac Lai, Minh Nguyen, Thien Huu Nguyen, Franck Dernoncourt

Rethinking Text Segmentation: A Novel Dataset and a Text-Specific Refinement Approach

Xingqian Xu, Zhifei Zhang, Zhaowen Wang, Brian Price, Zhonghao Want, Humphrey Shi

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

Tuan Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang

Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models

Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu

Open-Domain Question Answering with Pre-Constructed Question Spaces

Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han

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

Khalil Mrini, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter Chang, Emilias Farcas, Ndapa Nakashole

Joint Summarization-Entailment Optimization for Consumer Health Question Understanding

Khalil Mrini, Franck Dernoncourt, Walter Chang, Emilia Farcas, Ndapa Nakashole

Best Student Paper Award

​ Measuring Human Perception to Improve Handwritten Document Transcription

Samuel Grieggs, Bingyu Shen, Greta Rauch, Pei Li, Jiaqi Ma, David Chiang, Brian Price, Walter Scheirer

Parsing and Summarizing Infographics with Synthetically Trained Icon Detection

Spandan Madan, Zoya Bylinskii, Carolina Nobre, Matthew Tancik, Adria Recasens, Kimberli Zhong, Sami Alsheikh, Aude Oliva, Fredo Durand, Hanspeter Pfister

Inducing Rich Interaction Structures between Words for Document-level Event Argument Extraction

Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Nguyen

Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow

Nicole Sultanum, Fanny Chevalier, Zoya Bylinskii, Leo Zhicheng Liu

Mitigating the Effects of Reading Interruptions by Providing Reviews and Previews

Namrata Srivastava, Rajiv Jain, Jennifer Healey, Zoya Bylinskii, Tilman Dingler

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

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

Best Paper Award

Learning to Detect Incongruence in News Headline and Body Text via a Graph Neural Network

David Seunghyun Yoon, Kunwoo Park, Minwoo Lee, Taegyun Kim, Meeyoung Cha, Kyomin Jung

ICPR 2020 – Competition on Harvesting Raw Tables from Infographics

Chris Tensmeyer, Sumit Shekhar, Hrituraj Singh, Kenny Davila, Srirangaraj Setlur, Venu Govindaraju

Interaction Matching for Long-Tail Multi-Label Classification

Sean Macavaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder

Acronym Identification and Disambiguation shared tasks for Scientific Document Understanding

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi

Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides

Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio

Collaborative Training of GANs in Continuous and Discrete Spaces for Text Generation

Yanghoon Kim, Seungpil Won, David Seunghyun Yoon, Kyomin Jung

SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus

Sasha Spala, Nicholas Miller, Franck Dernoncourt, Carl Dockhorn

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

Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio

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

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

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

Quan Hung Tran, Nhan Dam, Tuan Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung

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

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning

Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen

Learning to Fuse Sentences with Transformers for Summarization

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

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

Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen

Rethinking Self-Attention: Towards Interpretability in Neural Parsing

Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole

STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering

Hrituraj Singh, Sumit Shekhar

Extensively Matching for Few-shot Learning Event Detection

Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen

Exploiting the Syntax-Model Consistency for Neural Relation Extraction

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

Understanding Points of Correspondence between Sentences for Abstractive Summarization

Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

Cross-Domain Document Object Detection: Benchmark Suite and Method

Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad Morariu, Varun Manjunatha, Tong Sun, Yun Fu

Historical Document Image Binarization – A Review

Chris Tensmeyer, Tony Martinez

Exploiting the Matching Information in the Support Set for Few Shot Event Classification

Viet Lai, Franck Dernoncourt, Thien Nguyen

Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition

Xiaolei Huang, Linzi Xing, Michael J. Paul, Franck Dernoncourt

A Corpus for Detecting High-Context Clinical Indications in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients

Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi

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

David Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung

Accelerating Adult Readers with Typeface: A Study of Individual Preferences and Effectiveness

Shaun Wallace, Rick Treitman, Jeff Huang, Ben D. Sawyer, Zoya Bylinskii

Phenotype Annotations for Patient Notes in the MIMIC-III Database

Edward Moseley, Leo Anthony Celi, Joy Wu, Franck Dernoncourt

Learning Structural Similarity of User Interface Layouts using Graph Networks

Dipu Manandhar, Dan Ruta, John Collomosse

Answering Questions About Data Visualizations using Efficient Bimodal Fusion

Kushal Kafle, Robik Shrestha, Brian Price, Scott Cohen, Chris Kanan

Exploratory Navigation and Selective Reading

Natwar Modani, Paridhi Maheshwari, Harsh Deshpande, Saurab Sirpurkar, Diviya, Somak Aditya

Tamper-proofing Video with Hierarchical Attention Autoencoder Hashing on Blockchain

Tu Bui, Daniel Cooper, John Collomosse, Mark Bell, Alex Green, John Sheridan, Jez Higgins, Arindra Das, Jared Keller, Olivier Thereaux

Generating Realistic Binarization Data with Generative Adversarial Networks

Chris Tensmeyer, Mike Brodie, Daniel Saunders, Tony Martinez

Training Full-Page Handwritten Text Recognition Models without Annotated Line Breaks

Chris Tensmeyer, Curtis Wigington

Oral

Robust Keypoint Regression

Chris Tensmeyer, Tony Martinez

Long Oral

Deep Splitting and Merging for Table Structure Decomposition

Chris Tensmeyer, Vlad Morariu, Brian Price, Scott Cohen, Tony Martinez

Oral

Multi-label Connectionist Temporal Classification

Curtis Wigington, Brian Price, Scott Cohen

Deep Visual Template-Free Form Parsing

Brian Davis, Bryan Morse, Scott Cohen, Brian Price, Chris Tensmeyer

Oral

Highlights of Attention Mechanisms for Model Interpretability

Khalil Mrini, Franck Dernoncourt, Trung Bui, Walter Chang, Ndapa Nakashole

Interactive Repair of Tables Extracted from PDF Documents on Mobile Devices

Jane Hoffswell, Leo Zhicheng Liu

Start, Follow, Read: End-to-End Full-Page Handwriting Recognition

Curtis Wigington, Chris Tensmeyer, Brian Davis, Bill Barrett, Brian Price, Scott Cohen

Language Model Supervision for Handwriting Recognition Model Adaptation

Chris Tensmeyer, Curtis Wigington, Brian Davis, Seth Stewart, Tony Martinez, William Barrett

Learning Rich Features for Image Manipulation Detection

Peng Zhou, Xintong Han, Vlad Morariu, Larry S. Davis

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian

PageNet: Page Boundary Extraction in Historical Handwritten Documents

Chris Tensmeyer, Brian Davis, Curtis Wigington, Iain Lee, William Barrett

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks

Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles