Zero and Few-shot Semantic Parsing with Ambiguous Inputs

v1v2 (latest)

Zero and Few-shot Semantic Parsing with Ambiguous Inputs

1 June 2023

Elias Stengel-Eskin

Benjamin Van Durme

ArXiv (abs)PDF HTML Github (6★)

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 91 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 48 45 0 04 Jun 2018

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.