1 code implementation • 9 Dec 2023 • Subhabrata Dutta, Joykirat Singh, Ishan Pandey, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty
In this paper, we start with the hypothesis that much smaller LMs, which are weak at multi-step reasoning, can achieve reasonable arithmetic reasoning if arithmetic word problems are posed as a formalize-then-solve task.
Ranked #11 on Math Word Problem Solving on SVAMP (using extra training data)
no code implementations • 24 Nov 2023 • Furqan Ahmed Shaik, Abhishek Malreddy, Nikhil Reddy Billa, Kunal Chaudhary, Sunny Manchanda, Girish Varma
larger label set with a 4-level label hierarchy to capture unstructured traffic conditions.
1 code implementation • 21 Oct 2023 • Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty
Additionally, we show that DaSLaM is not limited by the solver's capabilities as a function of scale; e. g., solver LMs with diverse sizes give significant performance improvement with our solver-agnostic decomposition technique.
Ranked #6 on Overall - Test on JEEBench (using extra training data)
no code implementations • 3 Dec 2021 • Balaram Singh Kshatriya, Shiv Ram Dubey, Himangshu Sarma, Kunal Chaudhary, Meva Ram Gurjar, Rahul Rai, Sunny Manchanda
Specifically, we train with original input and output modalities and inject a few epochs of training for translation from input to semantic map.
Generative Adversarial Network Image-to-Image Translation +2