Zihan Liu

According to our database, Zihan Liu authored at least 54 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

NVLM: Open Frontier-Class Multimodal LLMs.

Wenliang Dai, Nayeon Lee, Boxin Wang, Zhuoling Yang, Zihan Liu, Jon Barker, Tuomas Rintamaki, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping

CoRR, 2024

ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities.

Peng Xu, Wei Ping, Xianchao Wu, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro

CoRR, 2024

RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs.

Yue Yu, Wei Ping, Zihan Liu, Boxin Wang, Jiaxuan You, Chao Zhang, Mohammad Shoeybi, Bryan Catanzaro

CoRR, 2024

Nemotron-4 340B Technical Report.

Bo Adler, Niket Agarwal, Ashwath Aithal, Dong H. Anh, Pallab Bhattacharya, Annika Brundyn, Jared Casper, Bryan Catanzaro, Sharon Clay, Jonathan M. Cohen, Sirshak Das, Ayush Dattagupta, Olivier Delalleau, Leon Derczynski, Yi Dong, Daniel Egert, Ellie Evans, Aleksander Ficek, Denys Fridman, Shaona Ghosh, Boris Ginsburg, Igor Gitman, Tomasz Grzegorzek, Robert Hero, Jining Huang, Vibhu Jawa, Joseph Jennings, Aastha Jhunjhunwala, John Kamalu, Sadaf Khan, Oleksii Kuchaiev, Patrick LeGresley, Hui Li, Jiwei Liu, Zihan Liu, Eileen Long, Ameya Sunil Mahabaleshwarkar, Somshubra Majumdar, James Maki, Miguel Martinez, Maer Rodrigues de Melo, Ivan Moshkov, Deepak Narayanan, Sean Narenthiran, Jesus Navarro, Phong Nguyen, Osvald Nitski, Vahid Noroozi, Guruprasad Nutheti, Christopher Parisien, Jupinder Parmar, Mostofa Patwary, Krzysztof Pawelec, Wei Ping, Shrimai Prabhumoye, Rajarshi Roy, Trisha Saar, Vasanth Rao Naik Sabavat, Sanjeev Satheesh, Jane Polak Scowcroft, Jason Sewall, Pavel Shamis, Gerald Shen, Mohammad Shoeybi, Dave Sizer, Misha Smelyanskiy, Felipe Soares, Makesh Narsimhan Sreedhar, Dan Su, Sandeep Subramanian, Shengyang Sun, Shubham Toshniwal, Hao Wang, Zhilin Wang, Jiaxuan You, Jiaqi Zeng, Jimmy Zhang, Jing Zhang, Vivienne Zhang, Yian Zhang, Chen Zhu

CoRR, 2024

ChatQA: Building GPT-4 Level Conversational QA Models.

Zihan Liu, Wei Ping, Rajarshi Roy, Peng Xu, Chankyu Lee, Mohammad Shoeybi, Bryan Catanzaro

CoRR, 2024

Retrieval meets Long Context Large Language Models.

Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Cross-Lingual Cross-Age Group Adaptation for Low-Resource Elderly Speech Emotion Recognition.

Samuel Cahyawijaya, Holy Lovenia, Willy Chung, Rita Frieske, Zihan Liu, Pascale Fung

CoRR, 2023

Cross-Lingual Cross-Age Adaptation for Low-Resource Elderly Speech Emotion Recognition.

Samuel Cahyawijaya, Holy Lovenia, Willy Chung, Rita Frieske, Zihan Liu, Pascale Fung

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning.

Zhuolin Yang, Wei Ping, Zihan Liu, Vijay Korthikanti, Weili Nie, De-An Huang, Linxi Fan, Zhiding Yu, Shiyi Lan, Bo Li, Mohammad Shoeybi, Ming-Yu Liu, Yuke Zhu, Bryan Catanzaro, Chaowei Xiao, Anima Anandkumar

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study.

Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding.

Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng, Pascale Fung

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

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

Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng, Pascale Fung

CoRR, 2022

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

Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Yan Xu, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

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

Samuel Cahyawijaya, Tiezheng Yu, Zihan Liu, Xiaopu Zhou, Tze Wing Tiffany Mak, Nancy Y. Ip, Pascale Fung

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

Multi-Stage Prompting for Knowledgeable Dialogue Generation.

Zihan Liu, Mostofa Patwary, Ryan Prenger, Shrimai Prabhumoye, Wei Ping, Mohammad Shoeybi, Bryan Catanzaro

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters.

Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu, Genta Indra Winata, Andrea Madotto, Dan Su, Pascale Fung

Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering, 2022

2021

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

Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Yan Xu, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Pascale Fung

CoRR, 2021

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

Zihan Liu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung

CoRR, 2021

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters.

Yan Xu, Etsuko Ishii, Zihan Liu, Genta Indra Winata, Dan Su, Andrea Madotto, Pascale Fung

CoRR, 2021

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

Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

Preserving Cross-Linguality of Pre-trained Models via Continual Learning.

Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization.

Tiezheng Yu, Zihan Liu, Pascale Fung

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Multimodal End-to-End Sparse Model for Emotion Recognition.

Wenliang Dai, Samuel Cahyawijaya, Zihan Liu, Pascale Fung

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

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

Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

Zihan Liu, Genta Indra Winata, Pascale Fung

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

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

Yan Xu, Etsuko Ishii, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering, 2021

Are Multilingual Models Effective in Code-Switching?

Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Pascale Fung

Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching, 2021

On the Importance of Word Order Information in Cross-lingual Sequence Labeling.

Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Zhaojiang Lin, Pascale Fung

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

CrossNER: Evaluating Cross-Domain Named Entity Recognition.

Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

EmoGraph: Capturing Emotion Correlations using Graph Networks.

Peng Xu, Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Pascale Fung

CoRR, 2020

Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems.

Andrea Madotto, Zihan Liu, Zhaojiang Lin, Pascale Fung

CoRR, 2020

Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning.

Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung

CoRR, 2020

Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection.

Wenliang Dai, Tiezheng Yu, Zihan Liu, Pascale Fung

CoRR, 2020

Variational Transformers for Diverse Response Generation.

Zhaojiang Lin, Genta Indra Winata, Peng Xu, Zihan Liu, Pascale Fung

CoRR, 2020

XPersona: Evaluating Multilingual Personalized Chatbot.

Zhaojiang Lin, Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Yejin Bang, Etsuko Ishii, Pascale Fung

CoRR, 2020

Do We Need Word Order Information for Cross-lingual Sequence Labeling.

Zihan Liu, Pascale Fung

CoRR, 2020

Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection.

Wenliang Dai, Tiezheng Yu, Zihan Liu, Pascale Fung

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Zero-Resource Cross-Domain Named Entity Recognition.

Zihan Liu, Genta Indra Winata, Pascale Fung

Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

Learning Fast Adaptation on Cross-Accented Speech Recognition.

Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition.

Wenliang Dai, Zihan Liu, Tiezheng Yu, Pascale Fung

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Lightweight and Efficient End-To-End Speech Recognition Using Low-Rank Transformer.

Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Pascale Fung

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems.

Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin, Pascale Fung

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Cross-lingual Spoken Language Understanding with Regularized Representation Alignment.

Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Meta-Transfer Learning for Code-Switched Speech Recognition.

Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling.

Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems.

Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

CAiRE: An End-to-End Empathetic Chatbot.

Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, Pascale Fung

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

CAiRE: An End-to-End Empathetic Chatbot.

Zhaojiang Lin, Peng Xu, Genta Indra Winata, Zihan Liu, Pascale Fung

CoRR, 2019

Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring.

Zihan Liu, Yan Xu, Genta Indra Winata, Pascale Fung

Proceedings of the Fourth Conference on Machine Translation, 2019

Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data.

Nayeon Lee, Zihan Liu, Pascale Fung

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition.

Genta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, Pascale Fung

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables.

Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Generalizing Question Answering System with Pre-trained Language Model Fine-tuning.

Dan Su, Yan Xu, Genta Indra Winata, Peng Xu, Hyeondey Kim, Zihan Liu, Pascale Fung

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019