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TACO: Think-Answer Consistency for Optimized Long-Chain Reasoning and Efficient Data Learning via Reinforcement Learning in LVLMs

TACO: Think-Answer Consistency for Optimized Long-Chain Reasoning and Efficient Data Learning via Reinforcement Learning in LVLMs

27 May 2025
Zhehan Kan
Y. Liu
Kun Yin
Xinghua Jiang
Xin Li
H. Cao
Yinsong Liu
D. Jiang
Xing Sun
Qingmin Liao
Wenming Yang
    LRM
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Papers citing "TACO: Think-Answer Consistency for Optimized Long-Chain Reasoning and Efficient Data Learning via Reinforcement Learning in LVLMs"

15 / 15 papers shown
Title
GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models
GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models
Jixiao Zhang
Chunsheng Zuo
LRM
67
14
0
13 Apr 2025
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization
Yi Yang
Xiaoxuan He
Hongkun Pan
Xiyan Jiang
Yan Deng
...
Dacheng Yin
Fengyun Rao
Minfeng Zhu
Bo Zhang
Wei Chen
VLM
LRM
95
52
1
13 Mar 2025
R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model
Hengguang Zhou
Xirui Li
Ruochen Wang
Minhao Cheng
Tianyi Zhou
Cho-Jui Hsieh
OffRL
LRM
ReLM
128
43
0
07 Mar 2025
Qwen2.5-VL Technical Report
Qwen2.5-VL Technical Report
S. Bai
Keqin Chen
Xuejing Liu
Jialin Wang
Wenbin Ge
...
Zesen Cheng
Hang Zhang
Zhibo Yang
Haiyang Xu
Junyang Lin
VLM
147
430
0
20 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
ReLM
VLM
OffRL
AI4TS
LRM
258
1,503
0
22 Jan 2025
Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension
Yaxian Wang
Henghui Ding
Shuting He
Xudong Jiang
Bifan Wei
Jun Liu
ObjD
78
2
0
03 Jan 2025
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback
Wenyi Xiao
Ziwei Huang
Leilei Gan
Wanggui He
Haoyuan Li
Zhelun Yu
Hao Jiang
Leilei Gan
Linchao Zhu
MLLM
66
31
0
22 Apr 2024
GPT-4 Technical Report
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAG
MLLM
792
13,788
0
15 Mar 2023
Learning Transferable Visual Models From Natural Language Supervision
Learning Transferable Visual Models From Natural Language Supervision
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIP
VLM
705
28,659
0
26 Feb 2021
Referring Expression Comprehension: A Survey of Methods and Datasets
Referring Expression Comprehension: A Survey of Methods and Datasets
Yanyuan Qiao
Chaorui Deng
Qi Wu
ObjD
72
96
0
19 Jul 2020
DocVQA: A Dataset for VQA on Document Images
DocVQA: A Dataset for VQA on Document Images
Minesh Mathew
Dimosthenis Karatzas
C. V. Jawahar
105
700
0
01 Jul 2020
Visual Question Answering using Deep Learning: A Survey and Performance
  Analysis
Visual Question Answering using Deep Learning: A Survey and Performance Analysis
Yash Srivastava
Vaishnav Murali
S. Dubey
Snehasis Mukherjee
54
48
0
27 Aug 2019
Towards VQA Models That Can Read
Towards VQA Models That Can Read
Amanpreet Singh
Vivek Natarajan
Meet Shah
Yu Jiang
Xinlei Chen
Dhruv Batra
Devi Parikh
Marcus Rohrbach
EgoV
57
1,174
0
18 Apr 2019
Proximal Policy Optimization Algorithms
Proximal Policy Optimization Algorithms
John Schulman
Filip Wolski
Prafulla Dhariwal
Alec Radford
Oleg Klimov
OffRL
248
18,685
0
20 Jul 2017
Show, Attend and Tell: Neural Image Caption Generation with Visual
  Attention
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Ke Xu
Jimmy Ba
Ryan Kiros
Kyunghyun Cho
Aaron Courville
Ruslan Salakhutdinov
R. Zemel
Yoshua Bengio
DiffM
294
10,034
0
10 Feb 2015
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