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DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models

DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models

Sungnyun Kim
Haofu Liao
Srikar Appalaraju
Peng Tang
Zhuowen Tu
R. Satzoda
R. Manmatha
Vijay Mahadevan
Stefano Soatto
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Papers citing "DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models"

22 / 22 papers shown
Title
MemoVis: A GenAI-Powered Tool for Creating Companion Reference Images for 3D Design Feedback
MemoVis: A GenAI-Powered Tool for Creating Companion Reference Images for 3D Design Feedback
Chen Chen
Cuong Nguyen
Thibault Groueix
Vladimir G. Kim
Nadir Weibel
DiffM
53
4
0
09 Sep 2024
Eliminating Position Bias of Language Models: A Mechanistic Approach
Eliminating Position Bias of Language Models: A Mechanistic Approach
Ziqi Wang
Hanlin Zhang
Xiner Li
Kuan-Hao Huang
Chi Han
Shuiwang Ji
Sham Kakade
Hao Peng
Heng Ji
150
20
0
01 Jul 2024
A Better LLM Evaluator for Text Generation: The Impact of Prompt Output Sequencing and Optimization
A Better LLM Evaluator for Text Generation: The Impact of Prompt Output Sequencing and Optimization
Kuanchao Chu
Yi-Pei Chen
Hideki Nakayama
114
10
0
14 Jun 2024
Chameleon: Mixed-Modal Early-Fusion Foundation Models
Chameleon: Mixed-Modal Early-Fusion Foundation Models
Chameleon Team
MLLM
201
338
0
16 May 2024
Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology
Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology
Anja Thieme
Abhijith Rajamohan
Benjamin Cooper
Heather Groombridge
R. Simister
...
Ozan Oktay
Javier Alvarez-Valle
A. Nori
Stephen Harris
Joseph Jacob
64
5
0
08 May 2024
TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding
TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding
Bozhi Luan
Hao Feng
Hong Chen
Yonghui Wang
Wen-gang Zhou
Houqiang Li
MLLM
104
17
0
15 Apr 2024
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
Chaoqun Liu
Wenxuan Zhang
Yiran Zhao
Anh Tuan Luu
Lidong Bing
LRM
108
14
0
15 Mar 2024
Can Large Language Models Reason and Plan?
Can Large Language Models Reason and Plan?
Subbarao Kambhampati
LRM
71
79
0
07 Mar 2024
The Generative AI Paradox: "What It Can Create, It May Not Understand"
The Generative AI Paradox: "What It Can Create, It May Not Understand"
Peter West
Ximing Lu
Nouha Dziri
Faeze Brahman
Linjie Li
...
Khyathi Chandu
Benjamin Newman
Pang Wei Koh
Allyson Ettinger
Yejin Choi
AIMat
87
79
0
31 Oct 2023
Evaluating Large Language Models in Theory of Mind Tasks
Evaluating Large Language Models in Theory of Mind Tasks
Michal Kosinskihttps://www.semanticscholar.org/me/account
LLMAGLRM
94
135
0
04 Feb 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
Pan Lu
Swaroop Mishra
Tony Xia
Liang Qiu
Kai-Wei Chang
Song-Chun Zhu
Oyvind Tafjord
Peter Clark
Ashwin Kalyan
ELMReLMLRM
290
1,299
0
20 Sep 2022
Emergent Abilities of Large Language Models
Emergent Abilities of Large Language Models
Jason W. Wei
Yi Tay
Rishi Bommasani
Colin Raffel
Barret Zoph
...
Tatsunori Hashimoto
Oriol Vinyals
Percy Liang
J. Dean
W. Fedus
ELMReLMLRM
295
2,521
0
15 Jun 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&RoLRMAI4CEReLM
859
9,714
0
28 Jan 2022
FLAVA: A Foundational Language And Vision Alignment Model
FLAVA: A Foundational Language And Vision Alignment Model
Amanpreet Singh
Ronghang Hu
Vedanuj Goswami
Guillaume Couairon
Wojciech Galuba
Marcus Rohrbach
Douwe Kiela
CLIPVLM
120
719
0
08 Dec 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Junnan Li
Ramprasaath R. Selvaraju
Akhilesh Deepak Gotmare
Shafiq Joty
Caiming Xiong
Guosheng Lin
FaML
223
1,979
0
16 Jul 2021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
Paul Pu Liang
Yiwei Lyu
Xiang Fan
Zetian Wu
Yun Cheng
...
Peter Wu
Michelle A. Lee
Yuke Zhu
Ruslan Salakhutdinov
Louis-Philippe Morency
VLM
108
171
0
15 Jul 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
Hassan Akbari
Liangzhe Yuan
Rui Qian
Wei-Hong Chuang
Shih-Fu Chang
Huayu Chen
Boqing Gong
ViT
335
590
0
22 Apr 2021
Large-Scale Adversarial Training for Vision-and-Language Representation Learning
Large-Scale Adversarial Training for Vision-and-Language Representation Learning
Zhe Gan
Yen-Chun Chen
Linjie Li
Chen Zhu
Yu Cheng
Jingjing Liu
ObjDVLM
91
498
0
11 Jun 2020
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
Jiasen Lu
Dhruv Batra
Devi Parikh
Stefan Lee
SSLVLM
261
3,703
0
06 Aug 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLMSSLSSeg
1.8K
95,324
0
11 Oct 2018
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
Ji Gao
Jack Lanchantin
M. Soffa
Yanjun Qi
AAML
146
725
0
13 Jan 2018
Multimodal Machine Learning: A Survey and Taxonomy
Multimodal Machine Learning: A Survey and Taxonomy
T. Baltrušaitis
Chaitanya Ahuja
Louis-Philippe Morency
124
2,945
0
26 May 2017

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