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.

GPT-3.5 Knowledge Distillation +1

Extracting Cultural Commonsense Knowledge at Scale

2 code implementations14 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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