Yew Ken Chia | DeepAI

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∙ 07/05/2023

Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning

Recently, the release of INSTRUCTEVAL has provided valuable insights int...

0 Deepanway Ghosal, et al. ∙

∙ 06/08/2023

M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models

Despite the existence of various benchmarks for evaluating natural langu...

0 Wenxuan Zhang, et al. ∙

∙ 06/07/2023

INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models

Instruction-tuned large language models have revolutionized natural lang...

0 Yew Ken Chia, et al. ∙

∙ 05/23/2023

Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction

Aspect Sentiment Triplet Extraction (ASTE) is a subtask of Aspect-Based ...

0 Yew Ken Chia, et al. ∙

∙ 05/22/2023

Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases

We introduce Chain of Knowledge (CoK), a framework that augments large l...

0 Xingxuan Li, et al. ∙

∙ 11/18/2022

A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach

Relation extraction has the potential for large-scale knowledge graph co...

0 Yew Ken Chia, et al. ∙

∙ 03/17/2022

RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction

Despite the importance of relation extraction in building and representi...

0 Yew Ken Chia, et al. ∙

∙ 07/26/2021

Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction

Aspect Sentiment Triplet Extraction (ASTE) is the most recent subtask of...

0 Lu Xu, et al. ∙

∙ 12/28/2020

Red Dragon AI at TextGraphs 2020 Shared Task: LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking

Explainable question answering for science questions is a challenging ta...

14 Yew Ken Chia, et al. ∙

∙ 11/20/2019

Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation

The TextGraphs-13 Shared Task on Explanation Regeneration asked particip...

0 Yew Ken Chia, et al. ∙

∙ 09/13/2019

Scene Graph Parsing by Attention Graph

Scene graph representations, which form a graph of visual object nodes t...

0 Martin Andrews, et al. ∙

∙ 09/08/2019

Transformer to CNN: Label-scarce distillation for efficient text classification

Significant advances have been made in Natural Language Processing (NLP)...

0 Yew Ken Chia, et al. ∙

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