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All published works (145)

Action Title Date Authors
An Evaluation of Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial General Research Intelligence' (AGRI)? 2025-02-20 Joeran Beel Min‐Yen Kan Meike Baumgart
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models 2024-12-08 Xu Xiao Tianhao Niu Yuxi Xie Libo Qin Wanxiang Che Min‐Yen Kan
Reasoning Robustness of LLMs to Adversarial Typographical Errors 2024-11-08 Eric Gan Yiran Zhao Liying Cheng Y. Mao Anirudh Goyal Kenji Kawaguchi Min‐Yen Kan Michael Shieh
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization 2024-11-04 Yuxi Xie Guanzhen Li Xu Xiao Min‐Yen Kan
Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models 2024-11-01 Do Xuan Long Daniel Yen Anh Tuan Luu Kenji Kawaguchi Min‐Yen Kan Nancy F. Chen
DataTales: A Benchmark for Real-World Intelligent Data Narration 2024-10-23 Yajing Yang Qian Liu Min‐Yen Kan
CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization 2024-10-16 Yixi Ding Jiaying Wu Tiejun Zhu Yanxia Qin Jun Li Min‐Yen Kan
COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement 2024-10-12 Y. Y. Xie A. Goyal Xiang Wu Yin Xiong Xu Xiao Min‐Yen Kan Liangming Pan William Yang Wang
MVP-Bench: Can Large Vision--Language Models Conduct Multi-level Visual Perception Like Humans? 2024-10-05 Guanzhen Li Yuxi Xie Min‐Yen Kan
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning 2024-09-18 Xinyuan Lu Liangming Pan Yubo Ma Preslav Nakov Min‐Yen Kan
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs 2024-08-16 Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq Joty Kenji Kawaguchi Nancy F. Chen Min‐Yen Kan
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Pre-trained Language Models 2024-06-14 Yan Liu Yu Liu Xiaokang Chen Pin‐Yu Chen Daoguang Zan Min‐Yen Kan Tsung-Yi Ho
Discrete Semantic Tokenization for Deep CTR Prediction 2024-05-12 Qijiong Liu Hengchang Hu Jiahao Wu Jieming Zhu Min‐Yen Kan Xiao-Ming Wu
Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems 2024-05-03 Chuang Li Yang Deng Hengchang Hu Min‐Yen Kan Haizhou Li
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning 2024-05-01 Yuxi Xie Anirudh Goyal Wenyue Zheng Min‐Yen Kan Timothy Lillicrap Kenji Kawaguchi Michael Shieh
ISQA: Informative Factuality Feedback for Scientific Summarization 2024-04-19 Zekai Li Yanxia Qin Qian Liu Min‐Yen Kan
Discrete Semantic Tokenization for Deep CTR Prediction 2024-03-12 Qijiong Liu Hengchang Hu Jiahao Wu Jieming Zhu Min‐Yen Kan Xiao-Ming Wu
Beyond Memorization: The Challenge of Random Memory Access in Language Models 2024-03-12 Tongyao Zhu Qian Liu Liang Pang Zhengbao Jiang Min‐Yen Kan Min Lin
NNOSE: Nearest Neighbor Occupational Skill Extraction 2024-01-30 Mike Zhang Rob van der Goot Min‐Yen Kan Barbara Plank
Lightweight Modality Adaptation to Sequential Recommendation via Correlation Supervision 2024-01-01 Hengchang Hu Qijiong Liu Chuang Li Min‐Yen Kan
Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization 2024-01-01 Xiachong Feng Xiaocheng Feng Xiyuan Du Min‐Yen Kan Bing Qin
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking 2024-01-01 Chuang Li Yan Zhang Min‐Yen Kan Haizhou Li
Automatic Feature Fairness in Recommendation via Adversaries 2023-11-23 Hengchang Hu Yiming Cao Zhankui He Samson Tan Min‐Yen Kan
Adaptive Multi-Modalities Fusion in Sequential Recommendation Systems 2023-10-21 Hengchang Hu Wei Guo Yong Liu Min‐Yen Kan
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge 2023-01-01 Longxu Dou Yan Gao Xuqi Liu Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Min‐Yen Kan Jian–Guang Lou
UDApter -- Efficient Domain Adaptation Using Adapters 2023-01-01 Bhavitvya Malik Abhinav Ramesh Kashyap Min‐Yen Kan Soujanya Poria
Improving Recommendation Systems with User Personality Inferred from Product Reviews 2023-01-01 Xinyuan Lu Min‐Yen Kan
Self-Evaluation Guided Beam Search for Reasoning 2023-01-01 Yuxi Xie Kenji Kawaguchi Yiran Zhao Xu Zhao Min‐Yen Kan Junxian He Qizhe Xie
Fact-Checking Complex Claims with Program-Guided Reasoning 2023-01-01 Liangming Pan Xiaobao Wu Xinyuan Lu Anh Tuan Luu William Yang Wang Min‐Yen Kan Preslav Nakov
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables 2023-01-01 Xinyuan Lu Liangming Pan Qian Liu Preslav Nakov Min‐Yen Kan
On the Risk of Misinformation Pollution with Large Language Models 2023-01-01 Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min‐Yen Kan William Yang Wang
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics 2023-01-01 Shaurya Rohatgi Yanxia Qin Benjamin Aw Niranjana Unnithan Min‐Yen Kan
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning 2023-01-01 Yuxi Xie Guanzhen Li Min‐Yen Kan
Songs Across Borders: Singable and Controllable Neural Lyric Translation 2023-01-01 Longshen Ou Xichu Ma Min‐Yen Kan Ye Wang
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation 2023-01-01 Taha Aksu Min‐Yen Kan Nancy F. Chen
SAS Video-QA: Self-Adaptive Sampling for Efficient Video Question-Answering 2023-01-01 Wei Han Hui Chen Min‐Yen Kan Soujanya Poria
Songs Across Borders: Singable and Controllable Neural Lyric Translation 2023-01-01 Longshen Ou Xichu Ma Min‐Yen Kan Ye Wang
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation 2023-01-01 Ibrahim Taha Aksu Min‐Yen Kan Nancy F. Chen
Fact-Checking Complex Claims with Program-Guided Reasoning 2023-01-01 Liangming Pan Xiaobao Wu Xinyuan Lu Anh Tuan Luu William Yang Wang Min‐Yen Kan Preslav Nakov
Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization 2023-01-01 Xiachong Feng Xiaocheng Feng Xiyuan Du Min‐Yen Kan Bing Qin
Adaptive Multi-Modalities Fusion in Sequential Recommendation Systems 2023-01-01 Hengchang Hu Leyi Wei Yong Liu Min‐Yen Kan
TraVLR: Now You See It, Now You Don’t! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning 2023-01-01 Keng Ji Chow Samson Tan Min‐Yen Kan
UDAPTER - Efficient Domain Adaptation Using Adapters 2023-01-01 Bhavitvya Malik Abhinav Ramesh Kashyap Min‐Yen Kan Soujanya Poria
FOLLOWUPQG: Towards Information-Seeking Follow-up Question Generation 2023-01-01 Yan Meng Liangming Pan Yixin Cao Min‐Yen Kan
A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems 2023-01-01 Chuang Li Hengchang Hu Zhang Yan Min‐Yen Kan Haizhou Li
Investigating Zero- and Few-shot Generalization in Fact Verification 2023-01-01 Liangming Pan Yunxiang Zhang Min‐Yen Kan
QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking 2023-01-01 Liangming Pan Xinyuan Lu Min‐Yen Kan Preslav Nakov
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking 2023-01-01 Chuang Li Yan Zhang Min‐Yen Kan Haizhou Li
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation 2023-01-01 Minzhi Li Taiwei Shi Caleb Ziems Min‐Yen Kan Nancy F. Chen Zhengyuan Liu Diyi Yang
ChOiRe: Characterizing and Predicting Human Opinions with Chain of Opinion Reasoning 2023-01-01 Xuan Long Do Kenji Kawaguchi Min‐Yen Kan Nancy F. Chen

Commonly Cited References

Action Title Date Authors # of times referenced
RoBERTa: A Robustly Optimized BERT Pretraining Approach 2019-01-01 Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov 13
SQuAD: 100,000+ Questions for Machine Comprehension of Text 2016-01-01 Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang 12
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2018-01-01 Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova 11
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 2020-01-01 Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer 9
Know What You Don’t Know: Unanswerable Questions for SQuAD 2018-01-01 Pranav Rajpurkar Robin Jia Percy Liang 8
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 2019-01-01 Colin Raffel Noam Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu 8
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference 2018-01-01 Adina Williams Nikita Nangia Samuel Bowman 7
Training language models to follow instructions with human feedback 2022-01-01 Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright Pamela Mishkin Chong Zhang Sandhini Agarwal Katarina Slama Alex Ray 7
Attention Is All You Need 2017-01-01 Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin 7
Deep Contextualized Word Representations 2018-01-01 Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer 6
Adam: A Method for Stochastic Optimization 2014-01-01 Diederik P. Kingma Jimmy Ba 6
RACE: Large-scale ReAding Comprehension Dataset From Examinations 2017-01-01 Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard Hovy 6
GPT-4 Technical Report 2023-01-01 OpenAI 6
Adversarial Examples for Evaluating Reading Comprehension Systems 2017-01-01 Robin Jia Percy Liang 6
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks 2018-01-01 Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer 5
Language Models are Few-Shot Learners 2020-01-01 T. B. Brown Benjamin F. Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell 5
Attention is All you Need 2017-06-12 Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin 5
Robustness Gym: Unifying the NLP Evaluation Landscape 2021-01-01 Karan Goel Nazneen Fatema Rajani Jesse Vig Zachary Taschdjian Mohit Bansal Christopher Ré 5
NewsQA: A Machine Comprehension Dataset 2017-01-01 Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 5
HuggingFace's Transformers: State-of-the-art Natural Language Processing 2019-01-01 Thomas Wolf Lysandre Debut Victor Sanh Julien Chaumond Clément Delangue Anthony Moi Pierric Cistac Tim Rault Rémi Louf Morgan Funtowicz 5
Reasoning Over Semantic-Level Graph for Fact Checking 2020-01-01 Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan Ming Zhou Jiahai Wang Jian Yin 5
Recent Advances in Neural Question Generation 2019-01-01 Liangming Pan Wenqiang Lei Tat‐Seng Chua Min‐Yen Kan 5
HotFlip: White-Box Adversarial Examples for Text Classification 2018-01-01 Javid Ebrahimi Anyi Rao Daniel Lowd Dejing Dou 5
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList 2020-01-01 Marco Túlio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh 5
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension 2017-01-01 Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer 4
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information 2021-01-01 Rami Aly Zhijiang Guo Michael Schlichtkrull James H. Thorne Andreas Vlachos Christos Christodoulopoulos Oana Cocarascu Arpit Mittal 4
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems 2015-01-01 Ryan Lowe Nissan Pow Iulian Vlad Serban Joëlle Pineau 4
Convolutional Neural Networks for Sentence Classification 2014-01-01 Yoon Kim 4
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models 2022-01-01 Jason Lee Xuezhi Wang Dale Schuurmans Maarten Bosma Ed H. Quoc V. Le Denny Zhou 4
Neural Question Generation from Text: A Preliminary Study 2018-01-01 Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao Ming Zhou 4
A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues 2019-07-17 Zhouxing Shi Minlie Huang 4
A Survey on Automated Fact-Checking 2022-01-01 Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 4
Scaling Instruction-Finetuned Language Models 2022-01-01 Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay William Fedus Eric Li Xuezhi Wang Mostafa Dehghani Siddhartha Brahma 4
SpanBERT: Improving Pre-training by Representing and Predicting Spans 2020-03-12 Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 4
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks 2019-01-01 Jason Wei Kai Zou 4
Explaining and Harnessing Adversarial Examples 2014-12-20 Ian Goodfellow Jonathon Shlens Christian Szegedy 4
Learning to Ask: Neural Question Generation for Reading Comprehension 2017-01-01 Xinya Du Junru Shao Claire Cardie 4
BPR: Bayesian Personalized Ranking from Implicit Feedback 2012-01-01 Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme 4
Neural Machine Translation by Jointly Learning to Align and Translate 2014-09-01 Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio 4
VQA: Visual Question Answering 2015-12-01 Stanislaw Antol Aishwarya Agrawal Jiasen Lu Margaret Mitchell Dhruv Batra C. Lawrence Zitnick Devi Parikh 4
SciBERT: A Pretrained Language Model for Scientific Text 2019-01-01 Iz Beltagy Kyle Lo Arman Cohan 4
Dense Passage Retrieval for Open-Domain Question Answering 2020-01-01 Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Wu Sergey Edunov Danqi Chen Wen-tau Yih 4
DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension 2019-04-29 Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie 4
fairseq: A Fast, Extensible Toolkit for Sequence Modeling 2019-01-01 Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli 4
Improving Neural Question Generation Using Answer Separation 2019-07-17 Yanghoon Kim Hwanhee Lee Joongbo Shin Kyomin Jung 4
Domain-Adversarial Training of Neural Networks 2017-01-01 Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky 4
CoQA: A Conversational Question Answering Challenge 2019-05-29 Siva Reddy Danqi Chen Christopher D. Manning 4
Deep Residual Learning for Image Recognition 2016-06-01 Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun 4
QuAC: Question Answering in Context 2018-01-01 Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 4
Neural Machine Translation by Jointly Learning to Align and Translate 2015-01-01 Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio 4