Congying Xia

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All published works

Action	Title	Year	Authors
+ PDF Chat	AAAR-1.0: Assessing AI's Potential to Assist Research	2024	Renze Lou Hanzi Xu Sijia Wang Du Jiang Ryo Kamoi Xiaoxin Lu Jian Xie Yuxuan Sun Yusen Zhang Jihyun Janice Ahn
+ PDF Chat	ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement	2024	Xiangyu Peng Congying Xia Xinyi Yang Caiming Xiong Chien-Sheng Wu Chen Xing
+ PDF Chat	LLMs assist NLP Researchers: Critique Paper (Meta-)Reviewing	2024	Jiangshu Du Yibo Wang Wenting Zhao Zhongfen Deng Shuaiqi Liu Renze Lou Henry Peng Zou Pranav Narayanan Venkit Nan Zhang Mukund Srinath
+ PDF Chat	FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability	2024	Congying Xia Chen Xing Jiangshu Du Xinyi Yang Yihao Feng Ran Xu Wenpeng Yin Caiming Xiong
+ PDF Chat	Learning to Select from Multiple Options	2023	Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu
+	Preference-grounded Token-level Guidance for Language Model Fine-tuning	2023	Shentao Yang Shujian Zhang Congying Xia Yihao Feng Caiming Xiong Mingyuan Zhou
+	XGen-7B Technical Report	2023	Erik Nijkamp Tian Xie Hiroaki Hayashi Bo Pang Congying Xia Xing Chen Jesse Vig Semih Yavuz Philippe Laban Ben Krause
+	All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm	2023	Jiangshu Du Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu
+	All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm	2023	Jiangshu Du Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu
+ PDF Chat	Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing	2022	Yibo Wang Congying Xia Guan Wang Philip S. Yu
+	Multifaceted Improvements for Conversational Open-Domain Question Answering	2022	Tingting Liang Yixuan Jiang Congying Xia Ziqiang Zhao Yuyu Yin Philip S. Yu
+	Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing	2022	Yibo Wang Congying Xia Guan Wang Philip S. Yu
+	Learning to Select from Multiple Options	2022	Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu
+ PDF Chat	Cross-lingual COVID-19 Fake News Detection	2021	Jiangshu Du Yingtong Dou Congying Xia Limeng Cui Jing Ma Philip S. Yu
+ PDF Chat	Pseudo Siamese Network for Few-shot Intent Generation	2021	Congying Xia Caiming Xiong Philip S. Yu
+ PDF Chat	User Preference-aware Fake News Detection	2021	Yingtong Dou Kai Shu Congying Xia Philip S. Yu Lichao Sun
+	User Preference-aware Fake News Detection	2021	Yingtong Dou Kai Shu Congying Xia Philip S. Yu Lichao Sun
+	Pseudo Siamese Network for Few-shot Intent Generation	2021	Congying Xia Caiming Xiong Philip S. Yu
+	Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System	2021	Congying Xia Wenpeng Yin Yihao Feng Philip S. Yu
+ PDF Chat	Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System	2021	Congying Xia Wenpeng Yin Yihao Feng Philip S. Yu
+ PDF Chat	Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning	2021	Jianguo Zhang Trung Bui Seunghyun Yoon Xiang Chen Zhiwei Liu Congying Xia Quan Hung Tran Walter Chang Philip S. Yu
+ PDF Chat	HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization	2021	Ye Liu Jianguo Zhang Yao Wan Congying Xia Lifang He Philip S. Yu
+	Cross-lingual COVID-19 Fake News Detection	2021	Jiangshu Du Yingtong Dou Congying Xia Limeng Cui Jing Ma Philip S. Yu
+	Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning	2021	Jianguo Zhang Trung Bui Seunghyun Yoon Xiang Chen Zhiwei Liu Congying Xia Quan Hung Tran Walter Chang Philip S. Yu
+	HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization	2021	Ye Liu Jianguo Zhang Yao Wan Congying Xia Lifang He Philip S. Yu
+	Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection	2020	Hoang Nguyen Chenwei Zhang Congying Xia Philip S. Yu
+	Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks	2020	Lichao Sun Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu Lifang He
+ PDF Chat	Joint Training Capsule Network for Cold Start Recommendation	2020	Tingting Liang Congying Xia Yuyu Yin Philip S. Yu
+	Graph-Bert: Only Attention is Needed for Learning Graph Representations	2020	Jiawei Zhang Haopeng Zhang Congying Xia Sun Li
+	CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection	2020	Congying Xia Chenwei Zhang Hoang Nguyen Jiawei Zhang Philip S. Yu
+	MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing	2020	Tao Zhang Congying Xia Chun-Ta Lu Philip S. Yu
+	Joint Training Capsule Network for Cold Start Recommendation	2020	Tingting Liang Congying Xia Yuyu Yin Philip S. Yu
+	A Survey on Text Classification: From Shallow to Deep Learning	2020	Qian Li Hao Peng Jianxin Li Congying Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He
+	Composed Variational Natural Language Generation for Few-shot Intents	2020	Congying Xia Caiming Xiong Philip S. Yu Richard Socher
+	Composed Variational Natural Language Generation for Few-shot Intents	2020	Congying Xia Caiming Xiong Philip S. Yu Richard Socher
+	Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection	2020	Hoang Nguyen Chenwei Zhang Congying Xia Philip L. H. Yu
+ PDF Chat	Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation	2020	Zhongfen Deng Hao Peng Congying Xia Jianxin Li Lifang He Philip L. H. Yu
+ PDF Chat	Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks	2020	Lichao Sun Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu Lifang He
+ PDF Chat	MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing	2020	Tao Zhang Congying Xia Chun-Ta Lu Philip S. Yu
+	Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation	2020	Zhongfen Deng Hao Peng Congying Xia Jianxin Li Lifang He Philip S. Yu
+	Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection	2020	Hoang Nguyen Chenwei Zhang Congying Xia Philip S. Yu
+	Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks	2020	Lichao Sun Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu Lifang He
+	Multi-grained Named Entity Recognition	2019	Congying Xia Chenwei Zhang Tao Yang Yaliang Li Nan Du Xian Wu Wei Fan Fenglong Ma Philip S. Yu
+ PDF Chat	Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks	2018	Lichao Sun Lifang He Zhipeng Huang Bokai Cao Congying Xia Xiaokai Wei Philip S. Yu
+	Zero-shot User Intent Detection via Capsule Neural Networks	2018	Congying Xia Chenwei Zhang Xiaohui Yan Yi Chang Philip S. Yu
+	Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks	2018	Lichao Sun Lifang He Zhipeng Huang Bokai Cao Congying Xia Xiaokai Wei Philip S. Yu
+ PDF Chat	Zero-shot User Intent Detection via Capsule Neural Networks	2018	Congying Xia Chenwei Zhang Xiaohui Yan Yi Chang Philip L. H. Yu
+ PDF Chat	BL-MNE: Emerging Heterogeneous Social Network Embedding Through Broad Learning with Aligned Autoencoder	2017	Jiawei Zhang Congying Xia Chenwei Zhang Limeng Cui Yanjie Fu Philip S. Yu
+	BL-MNE: Emerging Heterogeneous Social Network Embedding through Broad Learning with Aligned Autoencoder	2017	Jiawei Zhang Congying Xia Chenwei Zhang Limeng Cui Yanjie Fu Philip S. Yu

Common Coauthors

Coauthor	Papers Together
Philip S. Yu	40
Wenpeng Yin	12
Lifang He	10
Chenwei Zhang	8
Lichao Sun	8
Caiming Xiong	7
Jiangshu Du	7
Tingting Liang	7
Yingtong Dou	4
Yihao Feng	4
Limeng Cui	4
Yuyu Yin	3
Ye Liu	3
Hoang Nguyen	3
Philip L. H. Yu	3
Zhongfen Deng	3
Jianxin Li	3
Hao Peng	3
Chen Xing	2
Yanjie Fu	2
Xinyi Yang	2
Richard Socher	2
Kai Shu	2
Jing Ma	2
Walter Chang	2
Trung Bui	2
Bokai Cao	2
Quan Hung Tran	2
Xiaohui Yan	2
Jiawei Zhang	2
Zhipeng Huang	2
Yao Wan	2
Xing Chen	2
Chun-Ta Lu	2
Jian‐Guo Zhang	2
Xiaokai Wei	2
Yi Chang	2
Yibo Wang	2
Chien-Sheng Wu	2
Guan Wang	2
Jianguo Zhang	2
Seunghyun Yoon	2
Wenchao Ma	1
Kai Zhang	1
Rui Meng	1
Yusen Zhang	1
Meghana Bhat	1
Hong-Chao Fang	1
Shentao Yang	1
Peiji Liu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	14
+ PDF Chat	Zero-shot User Intent Detection via Capsule Neural Networks	2018	Congying Xia Chenwei Zhang Xiaohui Yan Yi Chang Philip L. H. Yu	13
+	CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection	2020	Congying Xia Chenwei Zhang Hoang Nguyen Jiawei Zhang Philip S. Yu	9
+	Prototypical Networks for Few-shot Learning	2017	Jake Snell Kevin Swersky Richard S. Zemel	9
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	8
+	A Structured Self-attentive Sentence Embedding	2017	Zhouhan Lin Minwei Feng Cícero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio	7
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	7
+	Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference	2020	Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu Richard Socher Caiming Xiong	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	7
+ PDF Chat	Benchmarking Natural Language Understanding Services for Building Conversational Agents	2021	Xingkun Liu Arash Eshghi Paweł Świętojański Verena Rieser	6
+	Composed Variational Natural Language Generation for Few-shot Intents	2020	Congying Xia Caiming Xiong Philip S. Yu Richard Socher	6
+ PDF Chat	Data Augmentation for Spoken Language Understanding via Joint Variational Generation	2019	Kang Min Yoo Youhyun Shin Sang‐Goo Lee	6
+	Efficient Intent Detection with Dual Sentence Encoders	2020	Iñigo Casanueva Tadas Temčinas Daniela Gerz Matthew Henderson Ivan Vulić	5
+ PDF Chat	Dynamic Few-Shot Visual Learning Without Forgetting	2018	Spyros Gidaris Nikos Komodakis	5
+	Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach	2019	Wenpeng Yin Jamaal Hay Dan Roth	5
+	Dynamic Routing Between Capsules	2017	Sara Sabour Nicholas Frosst Geoffrey E. Hinton	5
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	5
+	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	4
+ PDF Chat	DeepWalk	2014	Bryan Perozzi Rami Al‐Rfou Steven Skiena	4
+	Benchmarking Natural Language Understanding Services for building Conversational Agents	2019	Xingkun Liu Arash Eshghi Paweł Świętojański Verena Rieser	4
+	Multilingual Universal Sentence Encoder for Semantic Retrieval	2020	Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law Noah Constant Gustavo Hernández Ábrego Steve Yuan Chris Tar Yun-Hsuan Sung	4
+	DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue	2020	Shikib Mehri Mihail Eric Dilek Hakkani‐Tür	4
+ PDF Chat	Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System	2021	Congying Xia Wenpeng Yin Yihao Feng Philip S. Yu	4
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	4
+ PDF Chat	Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling	2016	Bing Liu Ian Lane	4
+	Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation	2016	Yonghui Wu Mike Schuster Zhifeng Chen Quoc V. Le Mohammad Norouzi Wolfgang Macherey Maxim Krikun Yuan Cao Qin Gao Klaus Macherey	4
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	4
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	4
+	Graph Attention Networks	2018	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	4
+ PDF Chat	Example-Driven Intent Prediction with Observers	2021	Shikib Mehri Mihail Eric	4
+ PDF Chat	LINE	2015	Jian Tang Meng Qu Wang Ming-zhe Ming Zhang Jun Yan Qiaozhu Mei	3
+ PDF Chat	Text Classification Algorithms: A Survey	2019	Kamran Kowsari Kiana Jafari Meimandi Mojtaba Heidarysafa Sanjana Mendu Laura L. Barnes Donald E. Brown	3
+ PDF Chat	A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities	2020	Xinyi Zhou Reza Zafarani	3
+	Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification	2019	Hao Peng Jianxin Li Senzhang Wang Lihong Wang Qiran Gong Renyu Yang Bo Li Philip S. Yu Lifang He	3
+	Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents	2019	Nikolaos Malandrakis Minmin Shen Anuj Goyal Shuyang Gao Abhishek Sethi Angeliki Metallinou	3
+	EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks	2019	Jason Wei Kai Zou	3
+	Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents	2019	Nikolaos Malandrakis Minmin Shen Anuj Goyal Shuyang Gao Abhishek Sethi Angeliki Metallinou	3
+	Bridging Nonlinearities and Stochastic Regularizers with Gaussian Error Linear Units	2016	Dan Hendrycks Kevin Gimpel	3
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	3
+	Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders	2017	Tiancheng Zhao Ran Zhao Maxine Eskénazi	3
+	Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks	2017	Chelsea Finn Pieter Abbeel Sergey Levine	3
+	Inductive Representation Learning on Large Graphs	2017	William L. Hamilton Rex Ying Jure Leskovec	3
+	Bilateral Multi-Perspective Matching for Natural Language Sentences	2017	Zhiguo Wang Wael Hamza Radu Florian	3
+ PDF Chat	Neural Architectures for Named Entity Recognition	2016	Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer	3
+	Matching networks for one shot learning	2016	Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra	3
+	A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling	2019	E Haihong Peiqing Niu Zhongfu Chen Meina Song	3
+	Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales	2005	Bo Pang Lillian Lee	3
+	Generating Sentences from a Continuous Space	2015	Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafał Józefowicz Samy Bengio	3
+	Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces	2018	Alice Coucke Alaa Saade Adrien Ball Théodore Bluche Alexandre Caulier David Leroy Clément Doumouro Thibault Gisselbrecht Francesco Caltagirone Thibaut Lavril	3
+	Relational Generalized Few-Shot Learning	2019	Xiahan Shi Leonard Salewski Martin Schiegg Zeynep Akata Max Welling	3