Search Results for author: Tuan-Phong Nguyen

Found 8 papers, 4 papers with code

Multi-Cultural Commonsense Knowledge Distillation

no code implementations16 Feb 2024 Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum

Despite recent progress, large language models (LLMs) still face the challenge of appropriately reacting to the intricacies of social and cultural conventions.

Knowledge Distillation Specificity

Extracting Cultural Commonsense Knowledge at Scale

1 code implementation14 Oct 2022 Tuan-Phong Nguyen, Simon Razniewski, Aparna Varde, Gerhard Weikum

Commonsense knowledge, which is crucial for robust human-centric AI, is covered by a small number of structured knowledge projects.

Language Modelling

Materialized Knowledge Bases from Commonsense Transformers

no code implementations CSRR (ACL) 2022 Tuan-Phong Nguyen, Simon Razniewski

Starting from the COMET methodology by Bosselut et al. (2019), generating commonsense knowledge directly from pre-trained language models has recently received significant attention.

Refined Commonsense Knowledge from Large-Scale Web Contents

1 code implementation30 Nov 2021 Tuan-Phong Nguyen, Simon Razniewski, Julien Romero, Gerhard Weikum

However, they are restricted in their expressiveness to subject-predicate-object (SPO) triples with simple concepts for S and strings for P and O.

Open Information Extraction

Advanced Semantics for Commonsense Knowledge Extraction

1 code implementation2 Nov 2020 Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum

Prior works like ConceptNet, TupleKB and others compiled large CSK collections, but are restricted in their expressiveness to subject-predicate-object (SPO) triples with simple concepts for S and monolithic strings for P and O.

Commonsense Knowledge Base Construction

A hybrid approach to Vietnamese word segmentation

1 code implementation29 Dec 2016 Tuan-Phong Nguyen, Anh-Cuong Le

Word segmentation is the very first task for Vietnamese language processing.

Segmentation Sentence +1

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