Liangming Pan

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All published works

Action	Title	Year	Authors
+ PDF Chat	AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge	2024	Xiaobao Wu Liangming Pan Y. Y. Xie R. Zhou Shuai Zhao Yubo Ma Mulong Du Rui Mao Anh Tuan Luu William Yang Wang
+ PDF Chat	Improving Causal Reasoning in Large Language Models: A Survey	2024	Lu Yu Delin Chen Siheng Xiong Qingyang Wu Qingzhen Liu Dawei Li Zhikai Chen Xiaoze Liu Liangming Pan
+ PDF Chat	COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement	2024	Y. Y. Xie A. Goyal Xiang Wu Yin Xiong Xu Xiao Min‐Yen Kan Liangming Pan William Yang Wang
+ PDF Chat	Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models	2024	Sitao Cheng Liangming Pan Xunjian Yin Xinyi Wang William Yang Wang
+ PDF Chat	MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations	2024	Yubo Ma Yuhang Zang Liangyu Chen Meiqi Chen Yizhu Jiao Xinze Li Xinyuan Lu Ziyu Liu Yan Ma Xiaoyi Dong
+ PDF Chat	SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation	2024	Zijun Yao Weijian Qi Liangming Pan Shulin Cao Linmei Hu Weichuan Liu Lei Hou Juanzi Li
+ PDF Chat	Updating Language Models with Unstructured Facts: Towards Practical Knowledge Editing	2024	Xiaobao Wu Liangming Pan William Yang Wang Anh Tuan Luu
+	Tweets to Citations: Unveiling the Impact of Social Media Influencers on AI Research Visibility	2024	Iain Xie Weissburg Mehir Arora Liangming Pan William Yang Wang
+ PDF Chat	Hashtag-Guided Low-Resource Tweet Classification	2023	Shizhe Diao Sedrick Scott Keh Liangming Pan Zhiliang Tian Yan Song Tong Zhang
+	Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation	2023	Xuan Long Do Bowei Zou Shafiq Joty Anh Tai Tran Liangming Pan Nancy F. Chen Ai Ti Aw
+	Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation	2023	Xuan Long Bowei Zou Shafiq Joty T.S.Y. Tai Liangming Pan Nancy F. Chen Ai Ti Aw
+	Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies	2023	Liangming Pan Michael Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang
+	FOLLOWUPQG: Towards Information-Seeking Follow-up Question Generation	2023	Yan Meng Liangming Pan Yixin Cao Min‐Yen Kan
+	Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution	2023	Xinze Li Yixin Cao Liangming Pan Yubo Ma Aixin Sun
+	MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models	2023	Deepak Nathani David Wang Liangming Pan William Yang Wang
+ PDF Chat	MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models	2023	Deepak Nathani David Wang Liangming Pan William Yang Wang
+	Attacking Open-domain Question Answering by Injecting Misinformation	2023	Liangming Pan Wenhu Chen Min‐Yen Kan William Yang Wang
+ PDF Chat	KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base	2022	Shulin Cao Jiaxin Shi Liangming Pan Lunyiu Nie Yutong Xiang Lei Hou Juanzi Li Bin He Hanwang Zhang
+	Causally Estimating the Sensitivity of Neural NLP Models to Spurious Features	2021	Yunxiang Zhang Liangming Pan Samson Tan Min‐Yen Kan
+ PDF Chat	Unsupervised Multi-hop Question Answering by Question Generation	2021	Liangming Pan Wenhu Chen Wenhan Xiong Min‐Yen Kan William Yang Wang
+	Zero-shot Fact Verification by Claim Generation	2021	Liangming Pan Wenhu Chen Wenhan Xiong Min‐Yen Kan William Yang Wang
+	Zero-shot Fact Verification by Claim Generation	2021	Liangming Pan Wenhu Chen Wenhan Xiong Min‐Yen Kan William Yang Wang
+	Attacking Open-domain Question Answering by Injecting Misinformation	2021	Liangming Pan Wenhu Chen Min‐Yen Kan William Yang Wang
+ PDF Chat	Multi-modal Cooking Workflow Construction for Food Recipes	2020	Liangming Pan Jingjing Chen Jianlong Wu Shaoteng Liu Chong‐Wah Ngo Min‐Yen Kan Yu–Gang Jiang Tat‐Seng Chua
+	KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base.	2020	Jiaxin Shi Shulin Cao Liangming Pan Yutong Xiang Lei Hou Juanzi Li Hanwang Zhang Bin He
+	KQA Pro: A Large-Scale Dataset with Interpretable Programs and Accurate SPARQLs for Complex Question Answering over Knowledge Base	2020	Jiaxin Shi Shulin Cao Liangming Pan Yutong Xiang Lei Hou Juanzi Li Hanwang Zhang Bin He
+	Semantic Graphs for Generating Deep Questions	2020	Liangming Pan Yuxi Xie Yansong Feng Tat‐Seng Chua Min‐Yen Kan
+	Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen	2020	Yixin Cao Ruihao Shui Liangming Pan Min‐Yen Kan Zhiyuan Liu Tat‐Seng Chua
+	Semantic Graphs for Generating Deep Questions	2020	Liangming Pan Yuxi Xie Yansong Feng Tat‐Seng Chua Min‐Yen Kan
+	Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen	2020	Yixin Cao Ruihao Shui Liangming Pan Min‐Yen Kan Zhiyuan Liu Tat‐Seng Chua
+	Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment	2020	Zhiyuan Liu Yixin Cao Liangming Pan Juanzi Li Tat‐Seng Chua
+	Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment	2020	Zhiyuan Liu Yixin Cao Liangming Pan Juanzi Li Zhiyuan Liu Tat‐Seng Chua
+	Exploring Question-Specific Rewards for Generating Deep Questions	2020	Yuxi Xie Liangming Pan Dongzhe Wang Min‐Yen Kan Yansong Feng
+	Unsupervised Multi-hop Question Answering by Question Generation	2020	Liangming Pan Wenhu Chen Wenhan Xiong Min‐Yen Kan William Yang Wang
+	Recent Advances in Neural Question Generation	2019	Liangming Pan Wenqiang Lei Tat‐Seng Chua Min‐Yen Kan
+ PDF Chat	Resource Mention Extraction for MOOC Discussion Forums	2019	Yahui An Liangming Pan Min‐Yen Kan Qiang Dong Yan Fu
+	Resource Mention Extraction for MOOC Discussion Forums	2018	Yahui An Liangming Pan Min‐Yen Kan Qiang Dong Yan Fu

Common Coauthors

Coauthor	Papers Together
Min‐Yen Kan	18
William Yang Wang	10
Tat‐Seng Chua	8
Wenhu Chen	6
Juanzi Li	6
Lei Hou	4
Zhiyuan Liu	4
Yixin Cao	4
Wenhan Xiong	4
Deepak Nathani	3
Jiaxin Shi	3
Yutong Xiang	3
Hanwang Zhang	3
Shulin Cao	3
William Yang Wang	3
Yuxi Xie	3
Bin He	3
Yansong Feng	3
Yubo Ma	3
Nancy F. Chen	2
Shafiq Joty	2
Yahui An	2
Aixin Sun	2
Y. Y. Xie	2
Ai Ti Aw	2
Bowei Zou	2
Yan Fu	2
Yixin Cao	2
Ruihao Shui	2
Qiang Dong	2
David Wang	2
Yu–Gang Jiang	2
Anh Tuan Luu	2
Xiaobao Wu	2
R. Zhou	1
Shaoteng Liu	1
Mulong Du	1
Xu Xiao	1
Iain Xie Weissburg	1
Xiaoyi Dong	1
Weichuan Liu	1
Dawei Li	1
Jiaqi Wang	1
Jingjing Chen	1
Tong Zhang	1
Yan Song	1
Xinyi Wang	1
Pan Zhang	1
Wenda Xu	1
Jianlong Wu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	7
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	6
+	Recent Advances in Neural Question Generation	2019	Liangming Pan Wenqiang Lei Tat‐Seng Chua Min‐Yen Kan	6
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension	2020	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer	6
+ PDF Chat	HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering	2018	Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning	5
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	5
+ PDF Chat	Improving Neural Question Generation Using Answer Separation	2019	Yanghoon Kim Hwanhee Lee Joongbo Shin Kyomin Jung	4
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	4
+ PDF Chat	Learning to Ask: Neural Question Generation for Reading Comprehension	2017	Xinya Du Junru Shao Claire Cardie	4
+ PDF Chat	Neural Question Generation from Text: A Preliminary Study	2018	Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao Ming Zhou	4
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+	Graph Attention Networks	2018	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	3
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	3
+	Modeling Relational Data with Graph Convolutional Networks	2018	Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	3
+	Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA	2019	Yichen Jiang Mohit Bansal	3
+ PDF Chat	Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus	2020	Bang Liu Haojie Wei Di Niu Haolan Chen Yancheng He	3
+ PDF Chat	Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision	2017	Liang Chen Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao	3
+	Semantic Graphs for Generating Deep Questions	2020	Liangming Pan Yuxi Xie Yansong Feng Tat‐Seng Chua Min‐Yen Kan	3
+	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	Colin Raffel Noam Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu	3
+	Transforming Question Answering Datasets Into Natural Language Inference Datasets	2018	Dorottya Demszky Kelvin Guu Percy Liang	3
+ PDF Chat	Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation	2018	Han Guo Ramakanth Pasunuru Mohit Bansal	3
+	Unified Language Model Pre-training for Natural Language Understanding and Generation	2019	Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao Ming Zhou Hsiao-Wuen Hon	3
+	The Web as a Knowledge-Base for Answering Complex Questions	2018	Alon Talmor Jonathan Berant	3
+ PDF Chat	Key-Value Memory Networks for Directly Reading Documents	2016	Alexander Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston	3
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.	2019	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Ves Stoyanov Luke Zettlemoyer	3
+ PDF Chat	SpanBERT: Improving Pre-training by Representing and Predicting Spans	2020	Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy	3
+ PDF Chat	Get To The Point: Summarization with Pointer-Generator Networks	2017	Abigail See Peter J. Liu Christopher D. Manning	2
+	Probing Neural Network Comprehension of Natural Language Arguments	2019	Timothy Niven Hung‐Yu Kao	2
+ PDF Chat	Sentence Simplification with Deep Reinforcement Learning	2017	Xingxing Zhang Mirella Lapata	2
+	Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation	2019	Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang	2
+ PDF Chat	How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks	2018	Divyansh Kaushik Zachary C. Lipton	2
+	MS MARCO: A Human Generated MAchine Reading COmprehension Dataset	2016	Payal Bajaj Daniel Campos Nick Craswell Li Deng Jianfeng Gao Xiaodong Liu Rangan Majumder Andrew McNamara Bhaskar Mitra Tri Gia Nguyen	2
+ PDF Chat	CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning	2017	Justin Johnson Bharath Hariharan Laurens van der Maaten Li Fei-Fei C. Lawrence Zitnick Ross Girshick	2
+	SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation	2018	Ye Zhang Nan Ding Radu Soricut	2
+	Gated Graph Sequence Neural Networks	2015	Yujia Li Daniel Tarlow Marc Brockschmidt Richard S. Zemel	2
+	Neural Question Generation from Text: A Preliminary Study	2017	Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao Ming Zhou	2
+ PDF Chat	SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach	2018	Michael Petrochuk Luke Zettlemoyer	2
+	The Curious Case of Neural Text Degeneration	2019	Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi	2
+	Adversarially Regularized Autoencoders	2017	Junbo Zhao Yoon Kim Kelly Zhang Alexander M. Rush Yann LeCun	2
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	2
+	Simple BERT Models for Relation Extraction and Semantic Role Labeling.	2019	Peng Shi Jimmy Lin	2
+	Unified Language Model Pre-training for Natural Language Understanding and Generation	2019	Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao Ming Zhou Hsiao-Wuen Hon	2
+	Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment	2017	Muhao Chen Yingtao Tian Mohan Yang Carlo Zaniolo	2
+ PDF Chat	Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph	2018	Amrita Saha Vardaan Pahuja Mitesh M. Khapra Karthik Sankaranarayanan Sarath Chandar	2
+ PDF Chat	Exploring Neural Methods for Parsing Discourse Representation Structures	2018	Rik van Noord Lasha Abzianidze Antonio Toral Johan Bos	2
+	sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings	2015	Andrew Trask Phil Michalak John Liu	2
+	Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia	2018	Xinya Du Claire Cardie	2
+	Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning	2017	Victor W. Zhong Caiming Xiong Richard Socher	2