no code implementations • 24 May 2023 • Dung Thai, Dhruv Agarwal, Mudit Chaudhary, Wenlong Zhao, Rajarshi Das, Manzil Zaheer, Jay-Yoon Lee, Hannaneh Hajishirzi, Andrew McCallum
Given a test question, CBR-MRC first retrieves a set of similar cases from a nonparametric memory and then predicts an answer by selecting the span in the test context that is most similar to the contextualized representations of answers in the retrieved cases.
no code implementations • 13 Sep 2022 • Siddhant Garg, Mudit Chaudhary
We present SeRP, a framework for Self-Supervised Learning of 3D point clouds.
no code implementations • 4 May 2022 • Chandni Saxena, Mudit Chaudhary, Helen Meng
Cross-lingual word embeddings can be applied to several natural language processing applications across multiple languages.
no code implementations • 18 Apr 2022 • Dung Thai, Srinivas Ravishankar, Ibrahim Abdelaziz, Mudit Chaudhary, Nandana Mihindukulasooriya, Tahira Naseem, Rajarshi Das, Pavan Kapanipathi, Achille Fokoue, Andrew McCallum
Yet, in many question answering applications coupled with knowledge bases, the sparse nature of KBs is often overlooked.
1 code implementation • 7 Sep 2021 • Mudit Chaudhary, Chandni Saxena, Helen Meng
This paper presents a holistic conceptual framework on hate-speech NLP countering methods along with a thorough survey on the current progress of NLP for countering online hate speech.
1 code implementation • 15 Jan 2021 • Mudit Chaudhary, Borislav Dzodzo, Sida Huang, Chun Hei Lo, Mingzhi Lyu, Lun Yiu Nie, Jinbo Xing, Tianhua Zhang, Xiaoying Zhang, Jingyan Zhou, Hong Cheng, Wai Lam, Helen Meng
Dialog systems enriched with external knowledge can handle user queries that are outside the scope of the supporting databases/APIs.