Semantic Parsing

  • Dangle, semantic parser for compositional generalization described in Zheng and Lapata (ACL 2022).
  • ZX-Parse, zero-shot cross-lingual parser described in Serborne and Lapata (ACL 2022).
  • Cross-lingual semantic parser described in Sherborne et al., (Findings of the EMNLP 2020).
  • TreeDRS parser, described in Liu et al. (ACL, 2019).
  • Discourse Representation Theory  (DRT) parser described in Liu et al. (ACL, 2018).
  • MATE, MultiSeed Aspect Extractor Model (EMNLP, 2018)
  • SCANNER, neural semantic parser described in Cheng et al (ACL, 2017).
  • UDepLambda, framework to convert universal dependencies to logical form (EMNLP, 2017).
  • DepLambda, code for transforming dependency structures to logical form (TACL, 2016).
  • Lang2Logic, semantic parsers descibed in Dong and Lapata (ACL, 2016).
  • GraphParser, (ungrounded) semantic parser described in Reddy et al. (TACL, 2014).


Semantic Role Labeling


Representation Learning