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Rahul Khanna

2 accepted papers

2021

ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data

ACL 2021long

Event forecasting is a challenging, yet important task, as humans seek to constantly plan for the future. Existing automated forecasting studies rely mostly on structured data, such as time-series or event-based knowledge graphs, to help predict future events. In this work, we aim to formulate a tas…

Cited by 48SourcePDFScholar
2021

RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms

EMNLP 2021main

Pre-trained language models (PTLMs) have achieved impressive performance on commonsense inference benchmarks, but their ability to employ commonsense to make robust inferences, which is crucial for effective communications with humans, is debated. In the pursuit of advancing fluid human-AI communica…