Qipeng Guo

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All published works

Action	Title	Year	Authors
+ PDF Chat	Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective	2024	Zhiyuan Zeng Qinyuan Cheng Zhangyue Yin Bo Wang Shimin Li Yunhua Zhou Qipeng Guo Xuanjing Huang Xipeng Qiu
+ PDF Chat	InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions	2024	Pan Zhang Xiaoyi Dong Yapeng Cao Yuhang Zang Rui Qian Xilin Wei Lin Chen Yifei Li Junbo Niu Shuangrui Ding
+ PDF Chat	Can Language Models Learn to Skip Steps?	2024	Tengxiao Liu Qipeng Guo Xiangkun Hu Jay J. Cheng Yue Zhang Xipeng Qiu Zheng Zhang
+ PDF Chat	Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders	2024	Zhengfu He Wentao Shu Xijin Ge Lingjie Chen Junxuan Wang Yunhua Zhou Frances Liu Qipeng Guo Xuanjing Huang Zuxuan Wu
+ PDF Chat	Farewell to Length Extrapolation, a Training-Free Infinite Context with Finite Attention Scope	2024	Xiaoran Liu Qipeng Guo Yuerong Song Zhigeng Liu Kai Lv Hang Yan Linlin Li Qun Liu Xipeng Qiu
+ PDF Chat	Case2Code: Learning Inductive Reasoning with Synthetic Data	2024	Yunfan Shao Linyang Li Yichuan Ma Peiji Li Demin Song Qinyuan Cheng Shimin Li Xiaonan Li Pengyu Wang Qipeng Guo
+ PDF Chat	InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output	2024	Pan Zhang Xiaoyi Dong Yuhang Zang Yuhang Cao Rui Qian Lin Chen Qipeng Guo Haodong Duan Bin Wang Linke Ouyang
+ PDF Chat	RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models	2024	Xiangkun Hu Dongyu Ru Lin Qiu Qipeng Guo Tianhang Zhang Yang Xu Yun Luo Pengfei Liu Yue Zhang Zheng Zhang
+ PDF Chat	Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models	2024	Zhangyue Yin Qiushi Sun Qipeng Guo Zhiyuan Zeng Xiaonan Li Tianxiang Sun Cheng Chang Qinyuan Cheng Ding Wang Xiaofeng Mou
+ PDF Chat	A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond	2024	Qiushi Sun Zhirui Chen Fangzhi Xu Kanzhi Cheng Chang Ma Zhangyue Yin Jianing Wang Chengcheng Han Renyu Zhu Shuai Yuan
+ PDF Chat	NovelQA: A Benchmark for Long-Range Novel Question Answering	2024	Cunxiang Wang Ruoxi Ning Boqi Pan Tonghui Wu Qipeng Guo Cheng Deng Guangsheng Bao Qian Wang Yue Zhang
+ PDF Chat	Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem	2024	Yuhong Sun Zhangyue Yin Qipeng Guo Jiawen Wu Xipeng Qiu Zhao Hui
+ PDF Chat	Data-freeWeight Compress and Denoise for Large Language Models	2024	Runyu Peng Yunhua Zhou Qipeng Guo Yang Gao Hang Yan Xipeng Qiu Dahua Lin
+ PDF Chat	Identifying Semantic Induction Heads to Understand In-Context Learning	2024	Jie Ren Qipeng Guo Hang Yan Dongrui Liu Xipeng Qiu Dahua Lin
+	AdaLomo: Low-memory Optimization with Adaptive Learning Rate	2023	Kai Lv Hang Yan Qipeng Guo Haijun Lv Xipeng Qiu
+	StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding	2023	Jay J. Cheng Lin Qiu Tsz Ho Chan Tianqing Fang Weiqi Wang Chunkit Chan Dongyu Ru Qipeng Guo Hongming Zhang Yangqiu Song
+	Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus	2023	Tianhang Zhang Lin Qiu Qipeng Guo Cheng Deng Yue Zhang Zheng Zhang Chenghu Zhou Xinbing Wang Luoyi Fu
+	CoLLiE: Collaborative Training of Large Language Models in an Efficient Way	2023	Kai Lv Shuo Zhang Tianle Gu Shuhao Xing Jiawei Hong Keyu Chen Xiaoran Liu Yuqing Yang Honglin Guo Tengxiao Liu
+	Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication	2023	Zhangyue Yin Qiushi Sun Cheng Chang Qipeng Guo Junqi Dai Xuanjing Huang Xipeng Qiu
+ PDF Chat	StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding	2023	Jay J. Cheng Lin Qiu Tsz Ho Chan Tianqing Fang Weiqi Wang Chunkit Chan Dongyu Ru Qipeng Guo Hongming Zhang Yangqiu Song
+	CoLLiE: Collaborative Training of Large Language Models in an Efficient Way	2023	Kai Lv Shuo Zhang Tianle Gu Shuhao Xing Jiawei Hong Keyu Chen Xiaoran Liu Yuqing Yang Honglin Guo Tengxiao Liu
+ PDF Chat	Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus	2023	Tianhang Zhang Lin Qiu Qipeng Guo Cheng Deng Yue Zhang Zheng Zhang Chenghu Zhou Xinbing Wang Luoyi Fu
+ PDF Chat	Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication	2023	Zhangyue Yin Qiushi Sun Cheng Chang Qipeng Guo Junqi Dai Xuanjing Huang Xipeng Qiu
+ PDF Chat	Text information aggregation with centrality attention	2021	Jingjing Gong Hang Yan Yining Zheng Qipeng Guo Xipeng Qiu Xuanjing Huang
+	A Unified Generative Framework for Various NER Subtasks	2021	Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu
+	A Unified Generative Framework for Various NER Subtasks	2021	Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu
+ PDF Chat	Multi-Scale Self-Attention for Text Classification	2020	Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng Zhang
+ PDF Chat	Joint Parsing and Generation for Abstractive Summarization	2020	Kaiqiang Song Logan Lebanoff Qipeng Guo Xipeng Qiu Xiangyang Xue Chen Li Dong Yu Fei Liu
+	BERT-ATTACK: Adversarial Attack Against BERT Using BERT	2020	Linyang Li Ruotian Ma Qipeng Guo Xiangyang Xue Xipeng Qiu
+	CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training	2020	Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng Zhang
+	CoLAKE: Contextualized Language and Knowledge Embedding	2020	Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang
+	BERT-ATTACK: Adversarial Attack Against BERT Using BERT	2020	Linyang Li Ruotian Ma Qipeng Guo Xiangyang Xue Xipeng Qiu
+	Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings	2020	Qipeng Guo Zhijing Jin Ziyu Wang Xipeng Qiu Weinan Zhang Jun Zhu Zheng Zhang David Wipf
+ PDF Chat	CoLAKE: Contextualized Language and Knowledge Embedding	2020	Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang
+	Star-Transformer	2019	Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng Zhang
+	Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs	2019	Minjie Wang Lingfan Yu Da Zheng Quan Gan Yu Gai Zihao Ye Mufei Li Jinjing Zhou Qi Huang Chao Ma
+	BP-Transformer: Modelling Long-Range Context via Binary Partitioning	2019	Zihao Ye Qipeng Guo Quan Gan Xipeng Qiu Zheng Zhang
+	Joint Parsing and Generation for Abstractive Summarization	2019	Kaiqiang Song Logan Lebanoff Qipeng Guo Xipeng Qiu Xiangyang Xue Chen Li Dong Yu Fei Liu
+	Multi-Scale Self-Attention for Text Classification	2019	Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng Zhang
+	Top-Down Tree Structured Text Generation.	2018	Qipeng Guo Xipeng Qiu Xiangyang Xue Zheng Zhang
+	First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks	2015	Quan Gan Qipeng Guo Zheng Zhang Kyunghyun Cho

Common Coauthors

Coauthor	Papers Together
Xipeng Qiu	31
Zheng Zhang	8
Xiangyang Xue	8
Xuanjing Huang	8
Hang Yan	6
Zhangyue Yin	6
Zheng Zhang	6
Yue Zhang	6
Dahua Lin	5
Junqi Dai	4
Zheng Zhang	4
Yunfan Shao	4
Qiushi Sun	4
Lin Qiu	4
Qinyuan Cheng	3
Xiaoran Liu	3
Tengxiao Liu	3
Dongyu Ru	3
Hang Yan	3
Cheng Chang	3
Tianxiang Sun	3
Jay J. Cheng	3
Tianhang Zhang	3
Shimin Li	2
Weiqi Wang	2
Xiaonan Li	2
Hongming Zhang	2
Yangqiu Song	2
Wenwei Zhang	2
Chenghu Zhou	2
Xiangkun Hu	2
Chunkit Chan	2
Fei Liu	2
Zhijing Jin	2
Weinan Zhang	2
Linyang Li	2
Xinbing Wang	2
Dong Yu	2
Jiawei Hong	2
Pengfei Liu	2
Kaiqiang Song	2
Ruotian Ma	2
Zhiyuan Zeng	2
Haodong Duan	2
Yaru Hu	2
David Wipf	2
Logan Lebanoff	2
Tianqing Fang	2
Tsz Ho Chan	2
Yuhang Zang	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	9
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	6
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	6
+	A large annotated corpus for learning natural language inference	2015	Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning	5
+ PDF Chat	Effective Approaches to Attention-based Neural Machine Translation	2015	Thang Luong Hieu Pham Christopher D. Manning	5
+ PDF Chat	Named Entity Recognition with Bidirectional LSTM-CNNs	2016	Jason Chiu Eric Nichols	5
+	Convolutional Neural Networks for Sentence Classification	2014	Yoon Kim	4
+ PDF Chat	Pre-trained models for natural language processing: A survey	2020	Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang	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
+	LLaMA: Open and Efficient Foundation Language Models	2023	Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux Timothée Lacroix Baptiste Rozière Naman Goyal Eric Hambro Faisal Azhar	4
+	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	4
+	Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks	2015	Kai Sheng Tai Richard Socher Christopher D. Manning	4
+ PDF Chat	Supervised Learning of Universal Sentence Representations from Natural Language Inference Data	2017	Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes	4
+	Bidirectional LSTM-CRF Models for Sequence Tagging	2015	Zhiheng Huang Wei Xu Kai Yu	4
+	Shortcut-Stacked Sentence Encoders for Multi-Domain Inference	2017	Yixin Nie Mohit Bansal	3
+ PDF Chat	Semi-Supervised Sequence Modeling with Cross-View Training	2018	Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le	3
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	3
+	A Convolutional Neural Network for Modelling Sentences	2014	Nal Kalchbrenner Edward Grefenstette Phil Blunsom	3
+ PDF Chat	A Fast Unified Model for Parsing and Sentence Understanding	2016	Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts	3
+	OPT: Open Pre-trained Transformer Language Models	2022	Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen Shuohui Chen Christopher Dewan Mona Diab Xian Li Xi Victoria Lin	3
+ PDF Chat	Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation	2015	Ling Wang Chris Dyer Alan W. Black Isabel Trancoso Ramon Fermandez Silvio Amir Luís Marujo Tiago Luís	3
+	Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs	2019	Minjie Wang Lingfan Yu Da Zheng Quan Gan Yu Gai Zihao Ye Mufei Li Jinjing Zhou Qi Huang Chao Ma	3
+ PDF Chat	DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding	2018	Tao Shen Tianyi Zhou Guodong Long Jing Jiang Shirui Pan Chengqi Zhang	3
+ PDF Chat	Neural Architectures for Named Entity Recognition	2016	Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer	3
+ PDF Chat	Neural Architectures for Nested NER through Linearization	2019	Jana Straková Milan Straka Jan Hajič	3
+	Self-Attention with Relative Position Representations	2018	Peter Shaw Jakob Uszkoreit Ashish Vaswani	3
+	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	3
+ PDF Chat	Learning to Compose Task-Specific Tree Structures	2018	Jihun Choi Kang Min Yoo Sang-goo Lee	3
+ PDF Chat	Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization	2018	Shashi Narayan Shay B. Cohen Mirella Lapata	3
+	Graph Attention Networks	2018	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	3
+	What Do Recurrent Neural Network Grammars Learn About Syntax?	2017	Adhiguna Kuncoro Miguel Ballesteros Lingpeng Kong Chris Dyer Graham Neubig Noah A. Smith	3
+ PDF Chat	A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks	2017	Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka Richard Socher	3
+ PDF Chat	End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF	2016	Xuezhe Ma Eduard Hovy	3
+	Natural Language Processing (almost) from Scratch	2011	Ronan Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa	3
+ PDF Chat	Adversarial Multi-task Learning for Text Classification	2017	Pengfei Liu Xipeng Qiu Xuanjing Huang	3
+	Generating Wikipedia by Summarizing Long Sequences	2018	Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Łukasz Kaiser Noam Shazeer	3
+	A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization	2013	Lu Wang Hema Raghavan Vittorio Castelli Radu Florian Claire Cardie	2
+ PDF Chat	Deep neural networks are easily fooled: High confidence predictions for unrecognizable images	2015	Anh‐Tu Nguyen Jason Yosinski Jeff Clune	2
+ PDF Chat	Generating Natural Language Adversarial Examples	2018	Moustafa Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani Srivastava Kai-Wei Chang	2
+	A noisy-channel model for document compression	2001	Hal Daumé Daniel Marcu	2
+	ERNIE: Enhanced Language Representation with Informative Entities	2019	Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu	2
+	Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition	2002	Erik F. Tjong Kim Sang	2
+	Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling	2019	Robert Logan Nelson F. Liu Matthew E. Peters Matt Gardner Sameer Singh	2
+	Scoring Sentence Singletons and Pairs for Abstractive Summarization	2019	Logan Lebanoff Kaiqiang Song Franck Dernoncourt Doo Soon Kim Seokhwan Kim Walter Chang Fei Liu	2
+	When Are Tree Structures Necessary for Deep Learning of Representations?	2015	Jiwei Li Minh-Thang Luong Dan Jurafsky Eudard Hovy	2
+	Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling	2018	Tao Shen Tianyi Zhou Guodong Long Jing Jiang Sen Wang Chengqi Zhang	2
+	Adversarial examples in the physical world	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	2
+ PDF Chat	Unsupervised Monocular Depth Estimation with Left-Right Consistency	2017	Clément Godard Oisin Mac Aodha Gabriel Brostow	2
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	2
+	RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space	2019	Zhiqing Sun Zhihong Deng Jian‐Yun Nie Jian Tang	2