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2504.00294
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Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead
31 March 2025
Vidhisha Balachandran
Jingya Chen
Lingjiao Chen
Shivam Garg
Neel Joshi
Yash Lara
John Langford
Besmira Nushi
Vibhav Vineet
Yue Wu
Safoora Yousefi
ReLM
LRM
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Papers citing
"Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead"
3 / 3 papers shown
Title
Phi-4-reasoning Technical Report
Marah Abdin
Sahaj Agarwal
Ahmed Hassan Awadallah
Vidhisha Balachandran
Harkirat Singh Behl
...
Vaishnavi Shrivastava
Vibhav Vineet
Yue Wu
Safoora Yousefi
Guoqing Zheng
ReLM
LRM
77
0
0
30 Apr 2025
When Reasoning Beats Scale: A 1.5B Reasoning Model Outranks 13B LLMs as Discriminator
Md Fahim Anjum
LRM
20
0
0
30 Apr 2025
TTRL: Test-Time Reinforcement Learning
Yuxin Zuo
Kaiyan Zhang
Shang Qu
Li Sheng
Xuekai Zhu
Biqing Qi
Youbang Sun
Ganqu Cui
Ning Ding
Bowen Zhou
OffRL
32
1
0
22 Apr 2025
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