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09/19/2023
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages
Democratizing access to natural language processing (NLP) technology is ...
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09/19/2023
PICK: Polished Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems
Grounding dialogue response generation on external knowledge is proposed...
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09/05/2023
Improving Query-Focused Meeting Summarization with Query-Relevant Knowledge
Query-Focused Meeting Summarization (QFMS) aims to generate a summary of...
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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)...
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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...
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05/11/2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
General-purpose language models that can solve various language-domain t...
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04/21/2023
Learn What NOT to Learn: Towards Generative Safety in Chatbots
Conversational models that are generative and open-domain are particular...
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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...
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02/08/2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
This paper proposes a framework for quantitatively evaluating interactiv...
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12/19/2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
We present NusaCrowd, a collaborative initiative to collect and unite ex...
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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...
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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...
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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...
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10/14/2022
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values
Many NLP classification tasks, such as sexism/racism detection or toxici...
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10/12/2022
Context Generation Improves Open Domain Question Answering
Closed-book question answering (QA) requires a model to directly answer ...
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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...
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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...
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05/31/2022
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
Natural language processing (NLP) has a significant impact on society vi...
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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...
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05/12/2022
AiSocrates: Towards Answering Ethical Quandary Questions
Considerable advancements have been made in various NLP tasks based on t...
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04/14/2022
SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study
Self-supervised pre-training methods have brought remarkable breakthroug...
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04/11/2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias
Media framing bias can lead to increased political polarization, and thu...
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03/30/2022
Clozer: Adaptable Data Augmentation for Cloze-style Reading Comprehension
Task-adaptive pre-training (TAPT) alleviates the lack of labelled data a...
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02/14/2022
QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation
Multi-hop question generation (MQG) aims to generate complex questions w...
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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...
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12/01/2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging
Named entity recognition (NER) models generally perform poorly when larg...
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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...
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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...
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09/16/2021
Language Models are Few-shot Multilingual Learners
General-purpose language models have demonstrated impressive capabilitie...
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09/14/2021
Greenformer: Factorization Toolkit for Efficient Deep Neural Networks
While the recent advances in deep neural networks (DNN) bring remarkable...
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09/10/2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer
Zero-shot transfer learning for dialogue state tracking (DST) enables us...
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09/06/2021
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization
Multimodal abstractive summarization (MAS) models that summarize videos ...
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06/11/2021
Assessing Political Prudence of Open-domain Chatbots
Politically sensitive topics are still a challenge for open-domain chatb...
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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...
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06/07/2021
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System
Information-seeking dialogue systems, including knowledge identification...
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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...
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06/04/2021
ERICA: An Empathetic Android Companion for Covid-19 Quarantine
Over the past year, research in various domains, including Natural Langu...
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06/01/2021
Nora: The Well-Being Coach
The current pandemic has forced people globally to remain in isolation a...
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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...
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05/27/2021
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance
Query focused summarization (QFS) models aim to generate summaries from ...
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05/14/2021
QAConv: Question Answering on Informative Conversations
This paper introduces QAConv, a new question answering (QA) dataset that...
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05/13/2021
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters
To diversify and enrich generated dialogue responses, knowledge-grounded...
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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...
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04/23/2021
Weakly-supervised Multi-task Learning for Multimodal Affect Recognition
Multimodal affect recognition constitutes an important aspect for enhanc...
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04/18/2021
Dynamically Addressing Unseen Rumor via Continual Learning
Rumors are often associated with newly emerging events, thus, an ability...
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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...
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04/12/2021
On Unifying Misinformation Detection
In this paper, we introduce UnifiedM2, a general-purpose misinformation ...
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04/01/2021
Mitigating Media Bias through Neutral Article Generation
Media bias can lead to increased political polarization, and thus, the n...
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03/24/2021
Are Multilingual Models Effective in Code-Switching?
Multilingual language models have shown decent performance in multilingu...
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03/21/2021