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ORCIDFranck Dernoncourt
Person information
- affiliation: Adobe Research, Seattle, WA, USA
- affiliation (PhD 2017): Massachusetts Institute of Technology, Cambridge, MA, USA
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Books and Theses
- 2017
[b1]Franck Dernoncourt:
Sequential short-text classification with neural networks. Massachusetts Institute of Technology, Cambridge, USA, 2017
Journal Articles
- 2021
- [j3]Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, Vicente Ordonez:
Backpropagation-Based Decoding for Multimodal Machine Translation. Frontiers Artif. Intell. 4: 736722 (2021) - 2018
- [j2]Joy T. Wu, Franck Dernoncourt, Sebastian Gehrmann, Patrick D. Tyler
, Edward T. Moseley, Eric T. Carlson, David W. Grant, Yeran Li, Jonathan Welt, Leo Anthony Celi:
Behind the scenes: A medical natural language processing project. Int. J. Medical Informatics 112: 68-73 (2018) - 2017
- [j1]Franck Dernoncourt, Ji Young Lee, Özlem Uzuner, Peter Szolovits:
De-identification of patient notes with recurrent neural networks. J. Am. Medical Informatics Assoc. 24(3): 596-606 (2017)
Conference and Workshop Papers
- 2024
- [c135]Hieu Man, Franck Dernoncourt, Thien Huu Nguyen:
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models. AAAI 2024: 18760-18768 - [c134]Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang:
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. EACL (Findings) 2024: 2175-2184 - [c133]Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini:
Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. MMM (3) 2024: 410-424 - 2023
- [c132]Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad I. Morariu:
DocEdit: Language-Guided Document Editing. AAAI 2023: 1914-1922 - [c131]Catherine Yeh, Nedim Lipka, Franck Dernoncourt:
Envisioning the Next-Gen Document Reader. SDU@AAAI 2023 - [c130]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin:
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. ACL (Findings) 2023: 1584-1601 - [c129]Luis Guzman-Nateras, Franck Dernoncourt, Thien Nguyen:
Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection. ACL (1) 2023: 5414-5427 - [c128]Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Nguyen:
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. ACL (Findings) 2023: 11466-11478 - [c127]Archiki Prasad, Trung Bui, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal:
MeetingQA: Extractive Question-Answering on Meeting Transcripts. ACL (1) 2023: 15000-15025 - [c126]Yebowen Hu, Timothy Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu:
MeetingBank: A Benchmark Dataset for Meeting Summarization. ACL (1) 2023: 16409-16423 - [c125]Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu:
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. IEEE Big Data 2023: 636-645 - [c124]Jianna So, Nedim Lipka, Alexa F. Siu, Ryan A. Rossi, Franck Dernoncourt:
How Small Businesses Transform PDF Agreements into Action. CSCW Companion 2023: 177-181 - [c123]Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez:
Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations. CVPR 2023: 19165-19174 - [c122]Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi:
Curricular Next Conversation Prediction Pretraining for Transcript Segmentation. EACL (Findings) 2023: 2552-2562 - [c121]Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen:
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. EMNLP (Demos) 2023: 318-327 - [c120]Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen:
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. EMNLP (Findings) 2023: 13171-13189 - [c119]Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Nguyen:
Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. EMNLP (Findings) 2023: 14085-14093 - [c118]Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui:
Moment Detection in Long Tutorial Videos. ICCV 2023: 2594-2604 - [c117]Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan:
Learning Navigational Visual Representations with Semantic Map Supervision. ICCV 2023: 3032-3044 - [c116]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
A Review of Datasets for Aspect-based Sentiment Analysis. IJCNLP (1) 2023: 611-628 - [c115]Jean-Peïc Chou, Alexa Fay Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala:
TaleStream: Supporting Story Ideation with Trope Knowledge. UIST 2023: 52:1-52:12 - [c114]Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad I. Morariu:
LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents. WACV 2023: 3599-3609 - [c113]Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin:
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos. WACV 2023: 5177-5187 - 2022
- [c112]Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal:
CAISE: Conversational Agent for Image Search and Editing. AAAI 2022: 10903-10911 - [c111]Steven Layne, Sebastian Gehrmann, Franck Dernoncourt, Lidan Wang, Trung Bui, Walter Chang:
A Framework for Automated Text Generation Benchmarking. SDU@AAAI 2022 - [c110]Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen:
Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022. SDU@AAAI 2022 - [c109]Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen:
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. ACL (Findings) 2022: 1630-1637 - [c108]Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen:
Document-Level Event Argument Extraction via Optimal Transport. ACL (Findings) 2022: 1648-1658 - [c107]Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt:
Curriculum-guided Abstractive Summarization for Mental Health Online Posts. LOUHI@EMNLP 2022: 148-153 - [c106]Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios:
User-Entity Differential Privacy in Learning Natural Language Models. IEEE Big Data 2022: 1465-1474 - [c105]Xiaolei Huang, Franck Dernoncourt, Mark Dredze:
Enriching Unsupervised User Embedding via Medical Concepts. CHIL 2022: 63-78 - [c104]Yeon Seonwoo, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh:
Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval. COLING 2022: 1169-1178 - [c103]Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MECI: A Multilingual Dataset for Event Causality Identification. COLING 2022: 2346-2356 - [c102]Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole:
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision. COLING 2022: 2734-2747 - [c101]Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen:
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. COLING 2022: 3309-3314 - [c100]Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda B. Rawat, Seunghyun Yoon:
Offensive Content Detection via Synthetic Code-Switched Text. COLING 2022: 6617-6624 - [c99]Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen:
Keyphrase Prediction from Video Transcripts: New Dataset and Directions. COLING 2022: 7147-7155 - [c98]Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Event Extraction in Video Transcripts. COLING 2022: 7156-7165 - [c97]Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha:
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents. EMNLP (Findings) 2022: 1933-1940 - [c96]Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Nguyen:
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. EMNLP (Findings) 2022: 5559-5570 - [c95]Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Nguyen:
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. EMNLP 2022: 9349-9360 - [c94]Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Nguyen:
MEE: A Novel Multilingual Event Extraction Dataset. EMNLP 2022: 9603-9613 - [c93]Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad I. Morariu, Rajiv Jain, Dinesh Manocha:
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. INTERSPEECH 2022: 451-455 - [c92]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. LREC 2022: 7284-7290 - [c91]Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts. LREC 2022: 7321-7327 - [c90]Puneet Mathur, Atula Tejaswi Neerkaje, Malika Chhibber, Ramit Sawhney, Fuming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha:
MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues. ACM Multimedia 2022: 2276-2285 - [c89]Adyasha Maharana, Quan Hung Tran, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Mohit Bansal:
Multimodal Intent Discovery from Livestream Videos. NAACL-HLT (Findings) 2022: 476-489 - [c88]Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal:
Fine-grained Image Captioning with CLIP Reward. NAACL-HLT (Findings) 2022: 517-527 - [c87]Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain:
DocTime: A Document-level Temporal Dependency Graph Parser. NAACL-HLT 2022: 993-1009 - [c86]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. NAACL-HLT (Findings) 2022: 1943-1951 - [c85]Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Event Detection for Suicide Understanding. NAACL-HLT (Findings) 2022: 1952-1961 - [c84]Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. NAACL-HLT 2022: 2286-2299 - [c83]Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen:
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. NAACL-HLT 2022: 4363-4374 - [c82]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions. SemEval@NAACL 2022: 1671-1678 - [c81]Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang:
UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. WWW (Companion Volume) 2022: 1176-1177 - 2021
- [c80]Sean MacAvaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder:
Interaction Matching for Long-Tail Multi-Label Classification. SDU@AAAI 2021 - [c79]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi:
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. SDU@AAAI 2021 - [c78]Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung:
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. ACL/IJCNLP (2) 2021: 220-226 - [c77]Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad I. Morariu, Quan Hung Tran, Dinesh Manocha:
TIMERS: Document-level Temporal Relation Extraction. ACL/IJCNLP (2) 2021: 524-533 - [c76]Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole:
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding. ACL/IJCNLP (1) 2021: 1505-1515 - [c75]Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad I. Morariu, Varun Manjunatha, Douglas W. Oard, Philip Resnik, Henning Wachsmuth:
Syntopical Graphs for Computational Argumentation Tasks. ACL/IJCNLP (1) 2021: 1583-1595 - [c74]Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Jose Echevarria, Thamar Solorio, Paul Asente:
PSED: A Dataset for Selecting Emphasis in Presentation Slides. ACL/IJCNLP (Findings) 2021: 4314-4320 - [c73]Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Unleash GPT-2 Power for Event Detection. ACL/IJCNLP (1) 2021: 6271-6282 - [c72]Saed Rezayi, Nedim Lipka, Vishwa Vinay, Ryan A. Rossi, Franck Dernoncourt, Tracy Holloway King, Sheng Li:
A Framework for Knowledge-Derived Query Suggestions. IEEE BigData 2021: 510-518 - [c71]Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole:
UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization. BioNLP@NAACL-HLT 2021: 257-262 - [c70]Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu:
Learning by Planning: Language-Guided Global Image Editing. CVPR 2021: 13590-13599 - [c69]Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen:
MadDog: A Web-based System for Acronym Identification and Disambiguation. EACL (System Demonstrations) 2021: 160-167 - [c68]Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung:
QACE: Asking Questions to Evaluate an Image Caption. EMNLP (Findings) 2021: 4631-4638 - [c67]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Learning Prototype Representations Across Few-Shot Tasks for Event Detection. EMNLP (1) 2021: 5270-5277 - [c66]Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer:
IGA: An Intent-Guided Authoring Assistant. EMNLP (1) 2021: 5972-5985 - [c65]Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu:
StreamHover: Livestream Transcript Summarization and Annotation. EMNLP (1) 2021: 6457-6474 - [c64]Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han:
Open-Domain Question Answering with Pre-Constructed Question Spaces. NAACL-HLT (Student Research Workshop) 2021: 61-67 - [c63]Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu:
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models. NAACL-HLT 2021: 915-929 - [c62]Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung:
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights. NAACL-HLT 2021: 2105-2115 - [c61]Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. NAACL-HLT 2021: 3491-3499 - [c60]Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May:
X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering. NAACL-HLT 2021: 3617-3632 - [c59]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis. PACLIC 2021: 119-129 - [c58]Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen:
Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. PAKDD (2) 2021: 703-715 - [c57]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction. SemEval@ACL/IJCNLP 2021: 397-403 - [c56]Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt:
Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection. SIGIR 2021: 2172-2176 - 2020
- [c55]Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. AAAI 2020: 9098-9105 - [c54]Amir Pouran Ben Veyseh, Franck Dernoncourt, My Tra Thai, Dejing Dou, Thien Huu Nguyen:
Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction. AAAI 2020: 9106-9113 - [c53]Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu:
A Benchmark and Baseline for Language-Driven Image Editing. ACCV (6) 2020: 636-651 - [c52]Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt:
Extensively Matching for Few-shot Learning Event Detection. NUSE@ACL 2020: 38-45 - [c51]Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu:
Understanding Points of Correspondence between Sentences for Abstractive Summarization. ACL (student) 2020: 191-198 - [c50]Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
Exploiting the Syntax-Model Consistency for Neural Relation Extraction. ACL 2020: 8021-8032 - [c49]Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka, Thamar Solorio:
Let Me Choose: From Verbal Context to Font Selection. ACL 2020: 8607-8613 - [c48]Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen:
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. COLING 2020: 3285-3301 - [c47]Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung:
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering. COLING 2020: 5205-5210 - [c46]Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole:
Rethinking Self-Attention: Towards Interpretability in Neural Parsing. EMNLP (Findings) 2020: 731-742 - [c45]Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam:
Scene Graph Modification Based on Natural Language Commands. EMNLP (Findings) 2020: 972-990 - [c44]Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee:
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation. EMNLP (1) 2020: 3406-3425 - [c43]Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, Vicente Ordonez:
Using Visual Feature Space as a Pivot Across Languages. EMNLP (Findings) 2020: 3673-3678 - [c42]Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu:
Learning to Fuse Sentences with Transformers for Summarization. EMNLP (1) 2020: 4136-4142 - [c41]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen:
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. EMNLP (Findings) 2020: 4543-4548 - [c40]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. EMNLP (1) 2020: 8947-8956 - [c39]Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung:
ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT. Eval4NLP 2020: 34-39 - [c38]Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu:
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion. AACL/IJCNLP 2020: 529-535 - [c37]Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote Jr., Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi:
A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients. LREC 2020: 1362-1367 - [c36]Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul:
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition. LREC 2020: 1440-1448 - [c35]Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung:
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. LREC 2020: 5400-5407 - [c34]Anthony M. Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim:
TutorialVQA: Question Answering Dataset for Tutorial Videos. LREC 2020: 5450-5455 - [c33]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Exploiting the Matching Information in the Support Set for Few Shot Event Classification. PAKDD (2) 2020: 233-245 - [c32]Sasha Spala, Nicholas A. Miller, Franck Dernoncourt, Carl Dockhorn:
SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus. SemEval@COLING 2020: 336-345 - [c31]Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio:
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media. SemEval@COLING 2020: 1360-1370 - 2019
- [c30]Amirreza Shirani, Franck Dernoncourt, Paul Asente, Nedim Lipka, Seokhwan Kim, Jose Echevarria, Thamar Solorio:
Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions. ACL (1) 2019: 1167-1172 - [c29]Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal:
Expressing Visual Relationships via Language. ACL (1) 2019: 1873-1883 - [c28]Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu:
Scoring Sentence Singletons and Pairs for Abstractive Summarization. ACL (1) 2019: 2175-2189 - [c27]Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. LOUHI@EMNLP 2019: 18-27 - [c26]Sasha Spala, Nicholas A. Miller, Yiming Yang, Franck Dernoncourt, Carl Dockhorn:
DEFT: A corpus for definition extraction in free- and semi-structured text. LAW@ACL 2019: 124-131 - [c25]Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung:
A Compare-Aggregate Model with Latent Clustering for Answer Selection. CIKM 2019: 2093-2096 - [c24]Lidan Wang, Trung Bui, Franck Dernoncourt, Natwar Modani:
A Markov Network Model for Natural Language Semantic Matching. ICDM Workshops 2019: 124-130 - [c23]Naba Rizvi, Sebastian Gehrmann, Franck Dernoncourt:
Margin Call: an Accessible Web-based Text Viewer with Generated Paragraph Summaries in the Margin. INLG 2019: 244-246 - [c22]Subhadeep Dey, Petr Motlícek, Trung Bui, Franck Dernoncourt:
Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition. INTERSPEECH 2019: 734-738 - [c21]Sebastian Gehrmann, Steven Layne, Franck Dernoncourt:
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation. NAACL-HLT (1) 2019: 1677-1688 - 2018
- [c20]Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn:
A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document. COLING (Demos) 2018: 78-81 - [c19]Franck Dernoncourt, Trung Bui, Walter Chang:
A Framework for Speech Recognition Benchmarking. INTERSPEECH 2018: 169-170 - [c18]Franck Dernoncourt, Mohammad Ghassemi, Walter Chang:
A Repository of Corpora for Summarization. LREC 2018 - [c17]Ji Young Lee, Franck Dernoncourt, Peter Szolovits:
Transfer Learning for Named-Entity Recognition with Neural Networks. LREC 2018 - [c16]Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian:
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. NAACL-HLT (2) 2018: 615-621 - [c15]Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn:
A Comparison Study of Human Evaluated Automated Highlighting Systems. PACLIC 2018 - [c14]Di Jin, Franck Dernoncourt, Elena Sergeeva, Matthew B. A. McDermott, Geeticka Chauhan:
MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network. SemEval@NAACL-HLT 2018: 798-804 - 2017
- [c13]Franck Dernoncourt, Ji Young Lee, Peter Szolovits:
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts. EACL (2) 2017: 694-700 - [c12]Franck Dernoncourt, Ji Young Lee, Peter Szolovits:
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks. EMNLP (System Demonstrations) 2017: 97-102 - [c11]Franck Dernoncourt, Ji Young Lee:
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. IJCNLP(2) 2017: 308-313 - [c10]Ji Young Lee, Franck Dernoncourt, Peter Szolovits:
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks. SemEval@ACL 2017: 978-984 - 2016
- [c9]Ji Young Lee, Franck Dernoncourt, Özlem Uzuner, Peter Szolovits:
Feature-Augmented Neural Networks for Patient Note De-identification. ClinicalNLP@COLING 2016 2016: 17-22 - [c8]Franck Dernoncourt, Ji Young Lee, Trung Bui, Hung H. Bui:
Robust Dialog State Tracking for Large Ontologies. IWSDS 2016: 475-485 - [c7]Ji Young Lee, Franck Dernoncourt:
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks. HLT-NAACL 2016: 515-520 - [c6]Franck Dernoncourt, Ji Young Lee:
Optimizing neural network hyperparameters with Gaussian processes for dialog act classification. SLT 2016: 406-413 - 2015
- [c5]Franck Dernoncourt, Kalyan Veeramachaneni, Una-May O'Reilly:
Gaussian Process-Based Feature Selection for Wavelet Parameters: Predicting Acute Hypotensive Episodes from Physiological Signals. CBMS 2015: 145-150 - 2013
- [c4]Kalyan Veeramachaneni, Franck Dernoncourt, Colin Taylor, Zachary A. Pardos, Una-May O'Reilly:
Developing Data Standards and Systems for MOOC Data Science. AIED Workshops 2013 - [c3]Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly:
Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction. GECCO (Companion) 2013: 153-154 - [c2]Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly:
Efficient training set use for blood pressure prediction in a large scale learning classifier system. GECCO (Companion) 2013: 1267-1274 - 2012
- [c1]Franck Dernoncourt:
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 2012: 323-336
Editorship
- 2024
- [e3]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Viet Dack Lai:
Proceedings of the Workshop on Scientific Document Understanding co-located with 37th AAAI Conference on Artificial Inteligence (AAAI 2023), Remote, February 14, 2023. CEUR Workshop Proceedings 3656, CEUR-WS.org 2024 [contents] - 2022
- [e2]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Viet Dack Lai:
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, SDU@AAAI 2022, Virtual Event, March 1, 2022. CEUR Workshop Proceedings 3164, CEUR-WS.org 2022 [contents] - 2021
- [e1]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi:
Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, SDU@AAAI 2021, Virtual Event, February 9, 2021. CEUR Workshop Proceedings 2831, CEUR-WS.org 2021 [contents]
Informal and Other Publications
- 2024
- [i105]Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt:
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes. CoRR abs/2402.01981 (2024) - [i104]Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Tran, Franck Dernoncourt, Jaewoo Kang:
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. CoRR abs/2402.15120 (2024) - 2023
- [i103]Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt:
Curriculum-guided Abstractive Summarization for Mental Health Online Posts. CoRR abs/2302.00954 (2023) - [i102]Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian:
Curriculum-Guided Abstractive Summarization. CoRR abs/2302.01342 (2023) - [i101]Catherine Yeh, Nedim Lipka, Franck Dernoncourt:
Envisioning the Next-Gen Document Reader. CoRR abs/2302.07492 (2023) - [i100]Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen:
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. CoRR abs/2304.05613 (2023) - [i99]Yebowen Hu, Tim Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu:
MeetingBank: A Benchmark Dataset for Meeting Summarization. CoRR abs/2305.17529 (2023) - [i98]Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon:
Efficient Spoken Language Recognition via Multilabel Classification. CoRR abs/2306.01945 (2023) - [i97]April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed:
Fairness-Aware Graph Neural Networks: A Survey. CoRR abs/2307.03929 (2023) - [i96]Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan:
Learning Navigational Visual Representations with Semantic Map Supervision. CoRR abs/2307.12335 (2023) - [i95]Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen:
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. CoRR abs/2307.12949 (2023) - [i94]Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen:
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. CoRR abs/2307.16039 (2023) - [i93]Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed:
Bias and Fairness in Large Language Models: A Survey. CoRR abs/2309.00770 (2023) - [i92]Jean-Peïc Chou, Alexa F. Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala:
TaleStream: Supporting Story Ideation with Trope Knowledge. CoRR abs/2309.03790 (2023) - [i91]Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon:
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning. CoRR abs/2309.08185 (2023) - [i90]Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Ryan A. Rossi, Franck Dernoncourt:
PDFTriage: Question Answering over Long, Structured Documents. CoRR abs/2309.08872 (2023) - [i89]Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen:
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. CoRR abs/2309.09400 (2023) - [i88]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis. CoRR abs/2309.13297 (2023) - [i87]Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu:
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. CoRR abs/2311.04292 (2023) - [i86]Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra:
Leveraging Graph Diffusion Models for Network Refinement Tasks. CoRR abs/2311.17856 (2023) - [i85]Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini:
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. CoRR abs/2312.00220 (2023) - 2022
- [i84]Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen:
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. CoRR abs/2202.09694 (2022) - [i83]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Punctuation Restoration. CoRR abs/2202.09695 (2022) - [i82]Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal:
CAISE: Conversational Agent for Image Search and Editing. CoRR abs/2202.11847 (2022) - [i81]Xiaolei Huang, Franck Dernoncourt, Mark Dredze:
Enriching Unsupervised User Embedding via Medical Concepts. CoRR abs/2203.10627 (2022) - [i80]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin:
MHMS: Multimodal Hierarchical Multimedia Summarization. CoRR abs/2204.03734 (2022) - [i79]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
Survey of Aspect-based Sentiment Analysis Datasets. CoRR abs/2204.05232 (2022) - [i78]Hwanhee Lee, Cheon-Eum Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung:
Factual Error Correction for Abstractive Summaries Using Entity Retrieval. CoRR abs/2204.08263 (2022) - [i77]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Symlink: A New Dataset for Scientific Symbol-Description Linking. CoRR abs/2204.12070 (2022) - [i76]Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal:
Fine-grained Image Captioning with CLIP Reward. CoRR abs/2205.13115 (2022) - [i75]Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordóñez Román:
Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations. CoRR abs/2206.15462 (2022) - [i74]Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen:
Improving Keyphrase Extraction with Data Augmentation and Information Filtering. CoRR abs/2209.04951 (2022) - [i73]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Tutorial Recommendation for Livestream Videos using Discourse-Level Consistency and Ontology-Based Filtering. CoRR abs/2209.04953 (2022) - [i72]Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole:
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision. CoRR abs/2209.15301 (2022) - [i71]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin:
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. CoRR abs/2210.04722 (2022) - [i70]Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin:
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos. CoRR abs/2210.05840 (2022) - [i69]Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios:
User-Entity Differential Privacy in Learning Natural Language Models. CoRR abs/2211.01141 (2022) - [i68]Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen:
MEE: A Novel Multilingual Event Extraction Dataset. CoRR abs/2211.05955 (2022) - [i67]Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. CoRR abs/2211.05958 (2022) - 2021
- [i66]Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio:
Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides. CoRR abs/2101.03237 (2021) - [i65]Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen:
MadDog: A Web-based System for Acronym Identification and Disambiguation. CoRR abs/2101.09893 (2021) - [i64]Xiaolei Huang, Michael J. Paul, Robin Burke, Franck Dernoncourt, Mark Dredze:
User Factor Adaptation for User Embedding via Multitask Learning. CoRR abs/2102.11103 (2021) - [i63]Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu:
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models. CoRR abs/2103.06922 (2021) - [i62]Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. CoRR abs/2104.01697 (2021) - [i61]Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer:
IGA : An Intent-Guided Authoring Assistant. CoRR abs/2104.07000 (2021) - [i60]Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May:
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering. CoRR abs/2104.09696 (2021) - [i59]Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu:
Learning by Planning: Language-Guided Global Image Editing. CoRR abs/2106.13156 (2021) - [i58]Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung:
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. CoRR abs/2106.14019 (2021) - [i57]Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung:
QACE: Asking Questions to Evaluate an Image Caption. CoRR abs/2108.12560 (2021) - [i56]Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu:
StreamHover: Livestream Transcript Summarization and Annotation. CoRR abs/2109.05160 (2021) - [i55]Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian:
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts. CoRR abs/2110.01159 (2021) - [i54]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis. CoRR abs/2110.02334 (2021) - 2020
- [i53]Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee:
Variational Hierarchical Dialog Autoencoder for Dialogue State Tracking Data Augmentation. CoRR abs/2001.08604 (2020) - [i52]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Exploiting the Matching Information in the Support Set for Few Shot Event Classification. CoRR abs/2002.05295 (2020) - [i51]Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul:
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition. CoRR abs/2002.10361 (2020) - [i50]Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote Jr., Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi:
A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients. CoRR abs/2003.03044 (2020) - [i49]Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung:
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator. CoRR abs/2004.08299 (2020) - [i48]Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung:
KPQA: A Metric for Generative Question Answering Using Word Weights. CoRR abs/2005.00192 (2020) - [i47]Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka, Thamar Solorio:
Let Me Choose: From Verbal Context to Font Selection. CoRR abs/2005.01151 (2020) - [i46]Sean MacAvaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder:
Interaction Matching for Long-Tail Multi-Label Classification. CoRR abs/2005.08805 (2020) - [i45]Anthony M. Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim:
Efficient Deployment of Conversational Natural Language Interfaces over Databases. CoRR abs/2006.00591 (2020) - [i44]Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu:
Understanding Points of Correspondence between Sentences for Abstractive Summarization. CoRR abs/2006.05621 (2020) - [i43]Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han:
Open-Domain Question Answering with Pre-Constructed Question Spaces. CoRR abs/2006.08337 (2020) - [i42]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Extensively Matching for Few-shot Learning Event Detection. CoRR abs/2006.10093 (2020) - [i41]Lidan Wang, Franck Dernoncourt, Trung Bui:
Bayesian Optimization for Selecting Efficient Machine Learning Models. CoRR abs/2008.00386 (2020) - [i40]Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio:
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media. CoRR abs/2008.03274 (2020) - [i39]Sasha Spala, Nicholas A. Miller, Franck Dernoncourt, Carl Dockhorn:
SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus. CoRR abs/2008.13694 (2020) - [i38]Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu:
A Benchmark and Baseline for Language-Driven Image Editing. CoRR abs/2010.02330 (2020) - [i37]Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Trung Bui, Zhe Lin, Franck Dernoncourt, Nhan Dam:
Scene Graph Modification Based on Natural Language Commands. CoRR abs/2010.02591 (2020) - [i36]Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu:
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion. CoRR abs/2010.03722 (2020) - [i35]Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu:
Learning to Fuse Sentences with Transformers for Summarization. CoRR abs/2010.03726 (2020) - [i34]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. CoRR abs/2010.13378 (2020) - [i33]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen:
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. CoRR abs/2010.13389 (2020) - [i32]Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen:
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. CoRR abs/2010.14678 (2020) - [i31]Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung:
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering. CoRR abs/2011.03096 (2020) - [i30]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi:
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. CoRR abs/2012.11760 (2020) - 2019
- [i29]Sebastian Gehrmann, Steven Layne, Franck Dernoncourt:
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation. CoRR abs/1904.07142 (2019) - [i28]Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung:
A Compare-Aggregate Model with Latent Clustering for Answer Selection. CoRR abs/1905.12897 (2019) - [i27]Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu:
Scoring Sentence Singletons and Pairs for Abstractive Summarization. CoRR abs/1906.00077 (2019) - [i26]Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal:
Expressing Visual Relationships via Language. CoRR abs/1906.07689 (2019) - [i25]Subhadeep Dey, Petr Motlícek, Trung Bui, Franck Dernoncourt:
Exploiting semi-supervised training through a dropout regularization in end-to-end speech recognition. CoRR abs/1908.05227 (2019) - [i24]Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung:
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. CoRR abs/1908.09137 (2019) - [i23]Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu:
Analyzing Sentence Fusion in Abstractive Summarization. CoRR abs/1910.00203 (2019) - [i22]Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. CoRR abs/1911.01055 (2019) - [i21]Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. CoRR abs/1911.01678 (2019) - [i20]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Improving Slot Filling by Utilizing Contextual Information. CoRR abs/1911.01680 (2019) - [i19]Khalil Mrini, Franck Dernoncourt, Trung Bui, Walter Chang, Ndapa Nakashole:
Rethinking Self-Attention: An Interpretable Self-Attentive Encoder-Decoder Parser. CoRR abs/1911.03875 (2019) - [i18]Anthony M. Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim:
TutorialVQA: Question Answering Dataset for Tutorial Videos. CoRR abs/1912.01046 (2019) - 2018
- [i17]Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian:
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. CoRR abs/1804.05685 (2018) - 2017
- [i16]Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T. Carlson, Joy T. Wu, Jonathan Welt, John Foote Jr., Edward T. Moseley, David W. Grant, Patrick D. Tyler, Leo Anthony Celi:
Comparing Rule-Based and Deep Learning Models for Patient Phenotyping. CoRR abs/1703.08705 (2017) - [i15]Ji Young Lee, Franck Dernoncourt, Peter Szolovits:
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks. CoRR abs/1704.01523 (2017) - [i14]Franck Dernoncourt, Ji Young Lee, Peter Szolovits:
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks. CoRR abs/1705.05487 (2017) - [i13]Ji Young Lee, Franck Dernoncourt, Peter Szolovits:
Transfer Learning for Named-Entity Recognition with Neural Networks. CoRR abs/1705.06273 (2017) - [i12]Franck Dernoncourt, Ji Young Lee:
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. CoRR abs/1710.06071 (2017) - 2016
- [i11]Ji Young Lee, Franck Dernoncourt:
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks. CoRR abs/1603.03827 (2016) - [i10]Franck Dernoncourt, Ji Young Lee, Trung Bui, Hung H. Bui:
Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task. CoRR abs/1605.02129 (2016) - [i9]Franck Dernoncourt, Ji Young Lee, Trung Bui, Hung H. Bui:
Robust Dialog State Tracking for Large Ontologies. CoRR abs/1605.02130 (2016) - [i8]Franck Dernoncourt, Ji Young Lee, Özlem Uzuner, Peter Szolovits:
De-identification of Patient Notes with Recurrent Neural Networks. CoRR abs/1606.03475 (2016) - [i7]Franck Dernoncourt:
Mapping distributional to model-theoretic semantic spaces: a baseline. CoRR abs/1607.02802 (2016) - [i6]Franck Dernoncourt, Ji Young Lee:
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification. CoRR abs/1609.08703 (2016) - [i5]Ji Young Lee, Franck Dernoncourt, Özlem Uzuner, Peter Szolovits:
Feature-Augmented Neural Networks for Patient Note De-identification. CoRR abs/1610.09704 (2016) - [i4]Franck Dernoncourt, Ji Young Lee, Peter Szolovits:
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts. CoRR abs/1612.05251 (2016) - 2014
- [i3]Kalyan Veeramachaneni, Sherif A. Halawa, Franck Dernoncourt, Una-May O'Reilly, Colin Taylor, Chuong B. Do:
MOOCdb: Developing Standards and Systems to Support MOOC Data Science. CoRR abs/1406.2015 (2014) - [i2]Franck Dernoncourt:
Replacing the computer mouse. CoRR abs/1410.5907 (2014) - [i1]Franck Dernoncourt:
TrackMania is NP-complete. CoRR abs/1411.5765 (2014)
Coauthor Index
[c134] [c133] [c130] [c127] [c125] [c120] [c118] [c117] [c113] [c112] [c111] [c104] [c102] [c100] [c99] [c89] [c88] [c78] [c76] [c71] [c70] [c65] [c64] [c62] [c61] [c60] [c53] [c46] [c45] [c44] [c39] [c35] [c29] [c25] [c24] [c22] [c19] [c16] [c8] [i104] [i100] [i96] [i95] [i91] [i87] [i85] [i82] [i80] [i78] [i76] [i72] [i71] [i70] [i62] [i60] [i59] [i58] [i56] [i53] [i49] [i48] [i45] [i43] [i41] [i38] [i37] [i28] [i26] [i25] [i24] [i19] [i17] [i10] [i9]
[c135] [c121] [c120] [c110] [c109] [c108] [c103] [c101] [c99] [c98] [c92] [c91] [c86] [c85] [c84] [c83] [c82] [c79] [c73] [c69] [c67] [c58] [c57] [c56] [c55] [c54] [c52] [c50] [c48] [c41] [c40] [c33] [c27] [e3] [e2] [e1] [i100] [i95] [i94] [i89] [i84] [i83] [i77] [i74] [i73] [i68] [i67] [i65] [i52] [i42] [i34] [i33] [i32] [i30] [i22] [i21] [i20]
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