no code implementations • ACL (RepL4NLP) 2021 • Raghuveer Thirukovalluru, Mukund Sridhar, Dung Thai, Shruti Chanumolu, Nicholas Monath, Sankaranarayanan Ananthakrishnan, Andrew McCallum
Specially, neural semantic parsers (NSPs) effectively translate natural questions to logical forms, which execute on KB and give desirable answers.
no code implementations • ACL (RepL4NLP) 2021 • Dung Thai, Raghuveer Thirukovalluru, Trapit Bansal, Andrew McCallum
In this work, we aim at directly learning text representations which leverage structured knowledge about entities mentioned in the text.
no code implementations • 9 Feb 2024 • Yukun Huang, Yixin Liu, Raghuveer Thirukovalluru, Arman Cohan, Bhuwan Dhingra
Addressing this gap, we introduce a unified calibration framework, in which both the correctness of the LLMs' responses and their associated confidence levels are treated as distributions across a range of scores.
1 code implementation • 7 Oct 2022 • Kumar Shridhar, Nicholas Monath, Raghuveer Thirukovalluru, Alessandro Stolfo, Manzil Zaheer, Andrew McCallum, Mrinmaya Sachan
Ontonotes has served as the most important benchmark for coreference resolution.