Retrieval-Augmented Chain-of-Thought in Semi-structured Domains

no code implementations • 22 Oct 2023 • Vaibhav Mavi, Abulhair Saparov, Chen Zhao

Applying existing question answering (QA) systems to specialized domains like law and finance presents challenges that necessitate domain expertise.

In-Context Learning Question Answering +1

Multi-hop Question Answering

no code implementations • 19 Apr 2022 • Vaibhav Mavi, Anubhav Jangra, Adam Jatowt

Answering the question would need two pieces of information: "Who is the record holder for Argentine PGA Championship tournaments?"

Multi-hop Question Answering Question Answering +1

WIDAR -- Weighted Input Document Augmented ROUGE

no code implementations • 23 Jan 2022 • Raghav Jain, Vaibhav Mavi, Anubhav Jangra, Sriparna Saha

The task of automatic text summarization has gained a lot of traction due to the recent advancements in machine learning techniques.

Text Summarization

Semantic Extractor-Paraphraser based Abstractive Summarization

no code implementations • ICON 2020 • Anubhav Jangra, Raghav Jain, Vaibhav Mavi, Sriparna Saha, Pushpak Bhattacharyya

The anthology of spoken languages today is inundated with textual information, necessitating the development of automatic summarization models.

Abstractive Text Summarization