Publications

Published October 17, 2022

Event Extraction in Video Transcripts

COLING 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published October 17, 2022

MECI: A Multilingual Dataset for Event Causality Identification

COLING 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published October 17, 2022

Offensive Content Detection Via Synthetic Code-Switched Text

COLING 2022

Cesa Salaam, Franck Dernoncourt, Trung Bui, David Seunghyun Yoon
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published October 17, 2022

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

COLING 2022

Khalil Mrini, Harpreet Singh, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter W. Chang, Emilia Farcas, Ndapa Nakashole
  • AI & Machine Learning
  • Document Intelligence
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published October 17, 2022

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

COLING 2022

Yeon Seonwoo, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published October 17, 2022

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

COLING 2022

Amir Pouran Ben Veyseh, Nicole Meister, David Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published October 17, 2022

Keyphrase Prediction from Video Transcripts: New Dataset and Directions

COLING 2022

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
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published October 14, 2022

MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues

ACM Multimedia 2022

Puneet Mathur, Atula Tejaswi Neerkaje, Malika Chhibber, Ramit Sawhney, Fu-Ming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Natural Language Processing

Published September 22, 2022

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

Interspeech 2022

Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad Morariu, Rajiv Jain, Dinesh Manocha
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published August 8, 2022

Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes

SIGGRAPH

Noam Aigerman, Kunal Gupta, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Jun Saito, Thibault Groueix
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published August 8, 2022

MatFormer: A Generative Model for Procedural Materials

ACM Transactions on Graphics (Proc. SIGGRAPH 2022)

Paul Guerrero, Miloš Hašan, Kalyan Sunkavalli, Radomír Měch, Tamy Boubekeur, Niloy J. Mitra
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published August 8, 2022

Moving Level-of-Detail Surfaces

ACM Transactions on Graphics (Proc. SIGGRAPH 2022)

Corentin Mercier, Thibault Lescoat, Pierre Roussillon, Tamy Boubekeur, Jean Thiery
  • Graphics (2D & 3D)

Published August 7, 2022

Clustered Vector Textures

SIGGRAPH 2022

Peihan Tu, Li-Yi Wei, Matthias Zwicker
  • Graphics (2D & 3D)

Published August 1, 2022

Node Graph Optimization Using Differentiable Proxies

Siggraph

Yiwei Hu, Paul Guerrero, Miloš Hašan, Holly Rushmeier, Valentin Deschaintre
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published July 15, 2022

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

North American Chapter of the Association for Computational Linguistics (NAACL)

Himanshu Maheshwari, Nethraa Shivakumar, Shelly Jain, Tanvi Karandikar, Navita Goyal, Vinay Aggarwal, Sumit Shekhar
  • Document Intelligence
  • Natural Language Processing

Published July 15, 2022

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

NAACL 2022

Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published July 15, 2022

DocTime: A Document-level Temporal Dependency Graph Parser

NAACL 2022

Puneet Mathur, Vlad Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published July 15, 2022

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

NAACL 2022

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published July 15, 2022

Event Detection for Suicide Understanding

Findings of NAACL 2022

Luis Fernando Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published July 15, 2022

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

Semeval 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
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