Zero and Few-shot Semantic Parsing with Ambiguous Inputs

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Zero and Few-shot Semantic Parsing with Ambiguous Inputs

1 June 2023

Elias Stengel-Eskin

Benjamin Van Durme

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Papers citing "Zero and Few-shot Semantic Parsing with Ambiguous Inputs"

13 / 13 papers shown

Title
Did You Mean...? Confidence-based Trade-offs in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme 49 5 0 29 Mar 2023
AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference Yuewei Yuan Chaitanya Malaviya Mark Yatskar 45 11 0 01 Feb 2023
Calibrated Interpretation: Confidence Estimation in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme UQLM 101 25 0 14 Nov 2022
Few-Shot Semantic Parsing with Language Models Trained On Code Richard Shin Benjamin Van Durme 63 66 0 16 Dec 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 230 3,782 0 03 Sep 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 386 206 0 18 Apr 2021
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 48 281 0 12 Oct 2020
What Can We Learn from Collective Human Opinions on Natural Language Inference Data? Yixin Nie Xiang Zhou Joey Tianyi Zhou 86 138 0 07 Oct 2020
Uncertain Natural Language Inference Tongfei Chen Zhengping Jiang Adam Poliak Keisuke Sakaguchi Benjamin Van Durme UQLM 66 58 0 06 Sep 2019
Broad-Coverage Semantic Parsing as Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 93 73 0 05 Sep 2019
Why Does a Visual Question Have Different Answers? Nilavra Bhattacharya Qing Li Danna Gurari 52 66 0 12 Aug 2019
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 116 1,243 0 24 Sep 2018
Efficient Online Scalar Annotation with Bounded Support Keisuke Sakaguchi Benjamin Van Durme 51 45 0 04 Jun 2018