no code implementations • WMT (EMNLP) 2020 • Lovish Madaan, Soumya Sharma, Parag Singla
In this paper, we describe IIT Delhi’s submissions to the WMT 2020 task on Similar Language Translation for four language directions: Hindi <-> Marathi and Spanish <-> Portuguese.
no code implementations • 6 Jun 2023 • Soumya Sharma, Subhendu Khatuya, Manjunath Hegde, Afreen Shaikh. Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly
The U. S. Securities and Exchange Commission (SEC) mandates all public companies to file periodic financial statements that should contain numerals annotated with a particular label from a taxonomy.
1 code implementation • 6 Jun 2023 • Soumya Sharma, Tapas Nayak, Arusarka Bose, Ajay Kumar Meena, Koustuv Dasgupta, Niloy Ganguly, Pawan Goyal
Relation extraction models trained on a source domain cannot be applied on a different target domain due to the mismatch between relation sets.
no code implementations • 23 Oct 2022 • Dibyakanti Kumar, Vivek Gupta, Soumya Sharma, Shuo Zhang
We observed that our framework could generate human-like tabular inference examples, which could benefit training data augmentation, especially in the scenario with limited supervision.
1 code implementation • 22 Oct 2022 • Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal
Despite tremendous progress in automatic summarization, state-of-the-art methods are predominantly trained to excel in summarizing short newswire articles, or documents with strong layout biases such as scientific articles or government reports.
1 code implementation • 12 Apr 2022 • Tapas Nayak, Soumya Sharma, Yash Butala, Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly
Causality represents the foremost relation between events in financial documents such as financial news articles, financial reports.
no code implementations • 1 Oct 2021 • Soheil Zabihi, Elahe Rahimian, Soumya Sharma, Sean K. Sethi, Sara Gharabaghi, Amir Asif, E. Mark Haacke, Mandar S. Jog, Arash Mohammadi
Brain iron deposition, in particular deep gray matter nuclei, increases with advancing age.
1 code implementation • Findings (EMNLP) 2021 • Abhilash Nandy, Soumya Sharma, Shubham Maddhashiya, Kapil Sachdeva, Pawan Goyal, Niloy Ganguly
Answering questions asked from instructional corpora such as E-manuals, recipe books, etc., has been far less studied than open-domain factoid context-based question answering.
1 code implementation • 14 Dec 2020 • Abhilash Nandy, Chandan Kumar, Deepak Mewada, Soumya Sharma
In this report, we survey Bayesian Optimization methods focussed on the Multi-Armed Bandit Problem.
1 code implementation • IJCNLP 2019 • Soumya Sharma, Bishal Santra, Abhik Jana, T. Y. S. S. Santosh, Niloy Ganguly, Pawan Goyal
Specifically, we experiment with fusing embeddings obtained from knowledge graph with the state-of-the-art approaches for NLI task (ESIM model).