b'Pascale Fung'

research

∙ 09/19/2023

NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages

Democratizing access to natural language processing (NLP) technology is ...

0 Samuel Cahyawijaya, et al. ∙

research

∙ 09/19/2023

PICK: Polished Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems

Grounding dialogue response generation on external knowledge is proposed...

0 Bryan Wilie, et al. ∙

research

∙ 09/05/2023

Improving Query-Focused Meeting Summarization with Query-Relevant Knowledge

Query-Focused Meeting Summarization (QFMS) aims to generate a summary of...

0 Tiezheng Yu, et al. ∙

research

∙ 06/06/2023

Improving Fairness and Robustness in End-to-End Speech Recognition through unsupervised clustering

The challenge of fairness arises when Automatic Speech Recognition (ASR)...

0 Irina-Elena Veliche, et al. ∙

research

∙ 05/23/2023

Instruct-Align: Teaching Novel Languages with to LLMs through Alignment-based Cross-Lingual Instruction

Instruction-tuned large language models (LLMs) have shown remarkable gen...

0 Samuel Cahyawijaya, et al. ∙

research

∙ 05/11/2023

InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

General-purpose language models that can solve various language-domain t...

0 Wenliang Dai, et al. ∙

research

∙ 04/21/2023

Learn What NOT to Learn: Towards Generative Safety in Chatbots

Conversational models that are generative and open-domain are particular...

0 Leila Khalatbari, et al. ∙

research

∙ 02/28/2023

Which One Are You Referring To? Multimodal Object Identification in Situated Dialogue

The demand for multimodal dialogue systems has been rising in various do...

0 Holy Lovenia, et al. ∙

research

∙ 02/08/2023

A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

This paper proposes a framework for quantitatively evaluating interactiv...

13 Yejin Bang, et al. ∙

research

∙ 12/19/2022

NusaCrowd: Open Source Initiative for Indonesian NLP Resources

We present NusaCrowd, a collaborative initiative to collect and unite ex...

0 Samuel Cahyawijaya, et al. ∙

research

∙ 12/03/2022

RHO (ρ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding

Dialogue systems can leverage large pre-trained language models and know...

8 Ziwei Ji, et al. ∙

research

∙ 11/10/2022

Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness

Developing robust and fair AI systems require datasets with comprehensiv...

7 Caner Hazirbas, et al. ∙

research

∙ 10/14/2022

Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training

Large-scale vision-language pre-trained (VLP) models are prone to halluc...

0 Wenliang Dai, et al. ∙

research

∙ 10/14/2022

Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values

Many NLP classification tasks, such as sexism/racism detection or toxici...

2 Yejin Bang, et al. ∙

research

∙ 10/12/2022

Context Generation Improves Open Domain Question Answering

Closed-book question answering (QA) requires a model to directly answer ...

12 Dan Su, et al. ∙

research

∙ 09/04/2022

Every picture tells a story: Image-grounded controllable stylistic story generation

Generating a short story out of an image is arduous. Unlike image captio...

8 Holy Lovenia, et al. ∙

research

∙ 07/06/2022

Kaggle Competition: Cantonese Audio-Visual Speech Recognition for In-car Commands

With the rise of deep learning and intelligent vehicles, the smart assis...

0 Wenliang Dai, et al. ∙

research

∙ 05/31/2022

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages

Natural language processing (NLP) has a significant impact on society vi...

5 Genta Indra Winata, et al. ∙

research

∙ 05/25/2022

ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection

Hate speech detection is complex; it relies on commonsense reasoning, kn...

0 Badr AlKhamissi, et al. ∙

research

∙ 05/12/2022

AiSocrates: Towards Answering Ethical Quandary Questions

Considerable advancements have been made in various NLP tasks based on t...

12 Yejin Bang, et al. ∙

research

∙ 04/14/2022

SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study

Self-supervised pre-training methods have brought remarkable breakthroug...

23 Samuel Cahyawijaya, et al. ∙

research

∙ 04/11/2022

NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias

Media framing bias can lead to increased political polarization, and thu...

0 Nayeon Lee, et al. ∙

research

∙ 03/30/2022

Clozer: Adaptable Data Augmentation for Cloze-style Reading Comprehension

Task-adaptive pre-training (TAPT) alleviates the lack of labelled data a...

0 Holy Lovenia, et al. ∙

research

∙ 02/14/2022

QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation

Multi-hop question generation (MQG) aims to generate complex questions w...

0 Dan Su, et al. ∙

research

∙ 12/12/2021

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation

Code-switching is a speech phenomenon when a speaker switches language d...

7 Holy Lovenia, et al. ∙

research

∙ 12/01/2021

NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging

Named entity recognition (NER) models generally perform poorly when larg...

11 Zihan Liu, et al. ∙

research

∙ 11/15/2021

Confucius, Cyberpunk and Mr. Science: Comparing AI ethics between China and the EU

The exponential development and application of artificial intelligence t...

38 Pascale Fung, et al. ∙

research

∙ 10/15/2021

Few-Shot Bot: Prompt-Based Learning for Dialogue Systems

Learning to converse using only a few examples is a great challenge in c...

5 Andrea Madotto, et al. ∙

research

∙ 09/16/2021

Language Models are Few-shot Multilingual Learners

General-purpose language models have demonstrated impressive capabilitie...

6 Genta Indra Winata, et al. ∙

research

∙ 09/14/2021

Greenformer: Factorization Toolkit for Efficient Deep Neural Networks

While the recent advances in deep neural networks (DNN) bring remarkable...

0 Samuel Cahyawijaya, et al. ∙

research

∙ 09/10/2021

Zero-Shot Dialogue State Tracking via Cross-Task Transfer

Zero-shot transfer learning for dialogue state tracking (DST) enables us...

0 Zhaojiang Lin, et al. ∙

research

∙ 09/06/2021

Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization

Multimodal abstractive summarization (MAS) models that summarize videos ...

7 Tiezheng Yu, et al. ∙

research

∙ 06/11/2021

Assessing Political Prudence of Open-domain Chatbots

Politically sensitive topics are still a challenge for open-domain chatb...

2 Yejin Bang, et al. ∙

research

∙ 06/07/2021

X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing

Task-oriented compositional semantic parsing (TCSP) handles complex nest...

3 Zihan Liu, et al. ∙

research

∙ 06/07/2021

CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System

Information-seeking dialogue systems, including knowledge identification...

7 Etsuko Ishii, et al. ∙

research

∙ 06/05/2021

BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling

Task-oriented dialogue (ToD) benchmarks provide an important avenue to m...

4 Zhaojiang Lin, et al. ∙

research

∙ 06/04/2021

ERICA: An Empathetic Android Companion for Covid-19 Quarantine

Over the past year, research in various domains, including Natural Langu...

0 Etsuko Ishii, et al. ∙

research

∙ 06/01/2021

Nora: The Well-Being Coach

The current pandemic has forced people globally to remain in isolation a...

4 Genta Indra Winata, et al. ∙

research

∙ 05/31/2021

Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data

The scarcity of parallel data is a major obstacle for training high-qual...

7 Wei-Jen Ko, et al. ∙

research

∙ 05/27/2021

Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance

Query focused summarization (QFS) models aim to generate summaries from ...

7 Dan Su, et al. ∙

research

∙ 05/14/2021

QAConv: Question Answering on Informative Conversations

This paper introduces QAConv, a new question answering (QA) dataset that...

12 Chien-Sheng Wu, et al. ∙

research

∙ 05/13/2021

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters

To diversify and enrich generated dialogue responses, knowledge-grounded...

7 Yan Xu, et al. ∙

research

∙ 05/09/2021

Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation

The data scarcity in low-resource languages has become a bottleneck to b...

11 Zihan Liu, et al. ∙

research

∙ 04/23/2021

Weakly-supervised Multi-task Learning for Multimodal Affect Recognition

Multimodal affect recognition constitutes an important aspect for enhanc...

13 Wenliang Dai, et al. ∙

research

∙ 04/18/2021

Dynamically Addressing Unseen Rumor via Continual Learning

Rumors are often associated with newly emerging events, thus, an ability...

13 Nayeon Lee, et al. ∙

research

∙ 04/16/2021

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation

A benchmark provides an ecosystem to measure the advancement of models w...

6 Samuel Cahyawijaya, et al. ∙

research

∙ 04/12/2021

On Unifying Misinformation Detection

In this paper, we introduce UnifiedM2, a general-purpose misinformation ...

0 Nayeon Lee, et al. ∙

research

∙ 04/01/2021

Mitigating Media Bias through Neutral Article Generation

Media bias can lead to increased political polarization, and thus, the n...

14 Nayeon Lee, et al. ∙

research

∙ 03/24/2021

Are Multilingual Models Effective in Code-Switching?

Multilingual language models have shown decent performance in multilingu...

3 Genta Indra Winata, et al. ∙

research

∙ 03/21/2021

AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization

State-of-the-art abstractive summarization models generally rely on exte...

6 Tiezheng Yu, et al. ∙

Pascale Fung

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