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Learn to Explain: Multimodal Reasoning via Thought Chains for Science
  Question Answering
v1v2 (latest)

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

Neural Information Processing Systems (NeurIPS), 2022
20 September 2022
Pan Lu
Swaroop Mishra
Tony Xia
Liang Qiu
Kai-Wei Chang
Song-Chun Zhu
Oyvind Tafjord
Peter Clark
Ashwin Kalyan
    ELMReLMLRM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering"

50 / 1,278 papers shown
INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal
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INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model
Yiwei Ma
Zhibin Wang
Xiaoshuai Sun
Weihuang Lin
Qiang-feng Zhou
Jiayi Ji
Rongrong Ji
MLLMVLM
247
4
0
23 Jul 2024
MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with
  Extensive Diversity
MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity
Yangzhou Liu
Yue Cao
Zhangwei Gao
Weiyun Wang
Zhe Chen
...
Lewei Lu
Xizhou Zhu
Tong Lu
Yu Qiao
Jifeng Dai
VLMMLLM
331
42
0
22 Jul 2024
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight
Ziyuan Huang
Kaixiang Ji
Biao Gong
Zhiwu Qing
Qinglong Zhang
Kecheng Zheng
Jian Wang
Jingdong Chen
Ming Yang
LRM
234
6
0
22 Jul 2024
XAI meets LLMs: A Survey of the Relation between Explainable AI and
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XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models
Xiaoshi Zhong
Lorenzo Malandri
Fabio Mercorio
Navid Nobani
Andrea Seveso
338
40
0
21 Jul 2024
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
Kaichen Zhang
Bo Li
Peiyuan Zhang
Fanyi Pu
Joshua Adrian Cahyono
...
Shuai Liu
Yuanhan Zhang
Jingkang Yang
Chunyuan Li
Ziwei Liu
479
207
0
17 Jul 2024
FIRE: A Dataset for Feedback Integration and Refinement Evaluation of
  Multimodal Models
FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models
Pengxiang Li
Zhi Gao
Bofei Zhang
Tao Yuan
Yuwei Wu
Mehrtash Harandi
Yunde Jia
Song-Chun Zhu
Qing Li
VLMMLLM
312
12
0
16 Jul 2024
Reflective Instruction Tuning: Mitigating Hallucinations in Large
  Vision-Language Models
Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models
Jinrui Zhang
Teng Wang
Haigang Zhang
Ping Lu
Feng Zheng
MLLMLRMVLM
322
11
0
16 Jul 2024
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
Haodong Duan
Xinyu Fang
Junming Yang
Xiangyu Zhao
Lin Chen
...
Yuhang Zang
Pan Zhang
Jiaqi Wang
Dahua Lin
Kai Chen
LM&MAVLM
746
394
0
16 Jul 2024
On Large Language Model Continual Unlearning
On Large Language Model Continual Unlearning
Chongyang Gao
Lixu Wang
Chenkai Weng
Tianlin Li
Qi Zhu
Qi Zhu
MU
288
0
0
14 Jul 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey
  from Co-Development Perspective
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective
Zhen Qin
Daoyuan Chen
Wenhao Zhang
Liuyi Yao
Yilun Huang
Bolin Ding
Yaliang Li
Shuiguang Deng
364
15
0
11 Jul 2024
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal
  Perception
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception
Xiaotong Li
Fan Zhang
Haiwen Diao
Yueze Wang
Xinlong Wang
Ling-yu Duan
VLM
351
52
0
11 Jul 2024
HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models
HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models
Runhui Huang
Xinpeng Ding
Chunwei Wang
J. N. Han
Yulong Liu
Hengshuang Zhao
Hang Xu
Lu Hou
Wei Zhang
Xiaodan Liang
VLM
214
15
0
11 Jul 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for
  Resource-Limited Transfer Learning
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning
Haiwen Diao
Bo Wan
Xu Jia
Yunzhi Zhuge
Ying Zhang
Huchuan Lu
Long Chen
VLM
271
11
0
10 Jul 2024
Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses
  from Diagram
Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram
Ming-Liang Zhang
Zhong-Zhi Li
Fei Yin
Liang Lin
Cheng-Lin Liu
LRM
183
9
0
10 Jul 2024
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
Mengzhao Chen
Wenqi Shao
Peng Xu
Jiahao Wang
Shiyang Feng
Kaipeng Zhang
Ping Luo
MQ
563
101
0
10 Jul 2024
A Single Transformer for Scalable Vision-Language Modeling
A Single Transformer for Scalable Vision-Language Modeling
Yangyi Chen
Xingyao Wang
Yuan Yao
Heng Ji
LRM
305
32
0
08 Jul 2024
VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool
VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool
Yan Wang
Yawen Zeng
Jingsheng Zheng
Xiaofen Xing
Jin Xu
Xiangmin Xu
MLLMLRMVGen
224
32
0
07 Jul 2024
OmChat: A Recipe to Train Multimodal Language Models with Strong Long
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OmChat: A Recipe to Train Multimodal Language Models with Strong Long Context and Video Understanding
Tiancheng Zhao
Qianqian Zhang
Kyusong Lee
Peng Liu
Lu Zhang
Chunxin Fang
Jiajia Liao
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Yibo Ma
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MLLMVLM
273
8
0
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Yuanze Lin
Yunsheng Li
Dongdong Chen
Weijian Xu
Ronald Clark
Juil Sock
Lu Yuan
LRMVLM
238
12
0
05 Jul 2024
A Systematic Survey and Critical Review on Evaluating Large Language
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A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
Md Tahmid Rahman Laskar
Sawsan Alqahtani
M Saiful Bari
Mizanur Rahman
Mohammad Abdullah Matin Khan
...
Chee Wei Tan
Md. Rizwan Parvez
Enamul Hoque
Shafiq Joty
Jimmy Huang
ELMALM
284
100
0
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HEMM: Holistic Evaluation of Multimodal Foundation Models
HEMM: Holistic Evaluation of Multimodal Foundation Models
Paul Pu Liang
Akshay Goindani
Talha Chafekar
Leena Mathur
Haofei Yu
Ruslan Salakhutdinov
Louis-Philippe Morency
365
28
0
03 Jul 2024
InternLM-XComposer-2.5: A Versatile Large Vision Language Model
  Supporting Long-Contextual Input and Output
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Pan Zhang
Xiaoyi Dong
Yuhang Zang
Yuhang Cao
Rui Qian
...
Kai Chen
Jifeng Dai
Yu Qiao
Dahua Lin
Jiaqi Wang
313
175
0
03 Jul 2024
Synthetic Multimodal Question Generation
Synthetic Multimodal Question Generation
Ian Wu
Sravan Jayanthi
Vijay Viswanathan
Simon Rosenberg
Sina Pakazad
Tongshuang Wu
Graham Neubig
259
9
0
02 Jul 2024
Survey on Knowledge Distillation for Large Language Models: Methods,
  Evaluation, and Application
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application
Chuanpeng Yang
Wang Lu
Yao Zhu
Yidong Wang
Qian Chen
Chenlong Gao
Bingjie Yan
Yiqiang Chen
ALMKELM
294
85
0
02 Jul 2024
Meerkat: Audio-Visual Large Language Model for Grounding in Space and
  Time
Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time
Sanjoy Chowdhury
Sayan Nag
Subhrajyoti Dasgupta
Jun Chen
Mohamed Elhoseiny
Ruohan Gao
Dinesh Manocha
VLMMLLM
418
23
0
01 Jul 2024
We-Math: Does Your Large Multimodal Model Achieve Human-like
  Mathematical Reasoning?
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
Runqi Qiao
Qiuna Tan
Guanting Dong
Minhui Wu
Chong Sun
...
Yida Xu
Muxi Diao
Zhimin Bao
Chen Li
Honggang Zhang
VLMLRM
327
186
0
01 Jul 2024
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models:
  Enhancing Performance and Reducing Inference Costs
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
Enshu Liu
Junyi Zhu
Zinan Lin
Xuefei Ning
Matthew B. Blaschko
Shengen Yan
Guohao Dai
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Yu Wang
MoE
269
28
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MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
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J. Fauconnier
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Yinfei Yang
Zhe Gan
721
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BAPO: Base-Anchored Preference Optimization for Personalized Alignment
  in Large Language Models
BAPO: Base-Anchored Preference Optimization for Personalized Alignment in Large Language Models
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Minchan Jeong
Yujin Kim
Hojung Jung
Jaehoon Oh
Sangmook Kim
Se-Young Yun
279
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30 Jun 2024
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation
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Liang Chen
Taian Guo
Fu Zeng
Yusheng Zhao
...
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Luchen Liu
Tianyu Liu
Baobao Chang
Ming Zhang
421
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Haokun Lin
Rusiru Thushara
Mohammad Qazim Bhat
Yongxin Wang
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Timothy Baldwin
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Eric P. Xing
Xiaodan Liang
Zhiqiang Shen
213
43
0
28 Jun 2024
LLaVolta: Efficient Multi-modal Models via Stage-wise Visual Context
  Compression
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Jieneng Chen
Luoxin Ye
Ju He
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174
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From the Least to the Most: Building a Plug-and-Play Visual Reasoner via
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Jian Guan
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LRM
230
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28 Jun 2024
MM-Instruct: Generated Visual Instructions for Large Multimodal Model
  Alignment
MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment
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Boxiao Liu
Jia Wang
Osamu Yoshie
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MLLMSyDa
233
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MMRo: Are Multimodal LLMs Eligible as the Brain for In-Home Robotics?
MMRo: Are Multimodal LLMs Eligible as the Brain for In-Home Robotics?
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Yichen Zhu
Zhiyuan Xu
Jindong Gu
Minjie Zhu
Xin Liu
Ning Liu
Yaxin Peng
Feifei Feng
Jian Tang
LRMLM&Ro
245
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28 Jun 2024
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for
  Foundation Models
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models
Zhong-Zhi Li
Ming-Liang Zhang
Fei Yin
Zhi-Long Ji
Jin-Feng Bai
Zhen-Ru Pan
Fan-Hu Zeng
Jian Xu
Jia-Xin Zhang
Cheng-Lin Liu
ELM
187
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28 Jun 2024
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
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Size Li
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Xi Li
MoE
447
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OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and
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Tao Zhang
Xiangtai Li
Hao Fei
Haobo Yuan
Shengqiong Wu
Shunping Ji
Chen Change Loy
Shuicheng Yan
LRMMLLMVLM
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FlowVQA: Mapping Multimodal Logic in Visual Question Answering with
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Purvi Chaurasia
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MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning
MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning
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Xiangtai Li
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ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for
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ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback
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322
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Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large
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