Search Results for author:
Found 9 papers, 3 papers with code
Guided K-best Selection for Semantic Parsing Annotation
Collecting data for conversational semantic parsing is a time-consuming and demanding process.
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
Evaluating an explanation's faithfulness is desired for many reasons such as trust, interpretability and diagnosing the sources of model's errors.
Human Schema Curation via Causal Association Rule Mining
Event schemas are structured knowledge sources defining typical real-world scenarios (e. g., going to an airport).
InFillmore: Frame-Guided Language Generation with Bidirectional Context
We propose a structured extension to bidirectional-context conditional language generation, or "infilling," inspired by Frame Semantic theory (Fillmore, 1976).
Script Induction as Association Rule Mining
We show that the count-based Script Induction models of Chambers and Jurafsky (2008) and Jans et al. (2012) can be unified in a general framework of narrative chain likelihood maximization.
MEMOIR: Multi-class Extreme Classification with Inexact Margin
Multi-class classification with a very large number of classes, or extreme classification, is a challenging problem from both statistical and computational perspectives.
Towards Large-Scale Exploratory Search over Heterogeneous Sources
Since time immemorial, people have been looking for ways to organize scientific knowledge into some systems to facilitate search and discovery of new ideas.
Construction and Quality Evaluation of Heterogeneous Hierarchical Topic Models
We evaluate this approach using the proposed measures and show that the proposed heterogeneous algorithm significantly outperforms the baseline concat approach.
Improved Evaluation Framework for Complex Plagiarism Detection
Plagiarism is a major issue in science and education.
