Wenhan Xiong

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 79

Top Topics

Reinforcement Learning

Question Answering

Extractive Summarization

Top Venues

EMNLP (Findings)

Publications

Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Wen-tau Yih, Xilun Chen
FLAME: Factuality-Aware Alignment for Large Language Models. CoRR (2024)
Rao Fu, Jingyu Liu, Xilun Chen, Yixin Nie, Wenhan Xiong
Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning. CoRR (2024)
Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma
Effective Long-Context Scaling of Foundation Models. NAACL-HLT (2024)
Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong, Beidi Chen, Lili Yu, Hao Zhang, Jonathan May, Luke Zettlemoyer, Omer Levy, Chunting Zhou
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length. CoRR (2024)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Prompting Large Language Models with Speech Recognition Abilities. ICASSP (2024)
Chi Han, Qifan Wang, Hao Peng, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models. NAACL-HLT (2024)
Zixuan Ke, Bing Liu, Wenhan Xiong, Asli Celikyilmaz, Haoran Li
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks. CoRR (2023)
Xilun Chen, Lili Yu, Wenhan Xiong, Barlas Oguz, Yashar Mehdad, Wen-tau Yih
VideoOFA: Two-Stage Pre-Training for Video-to-Text Generation. CoRR (2023)
Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales
Multi-Head State Space Model for Speech Recognition. INTERSPEECH (2023)
Anchit Gupta, Wenhan Xiong, Yixin Nie, Ian Jones, Barlas Oguz
3DGen: Triplane Latent Diffusion for Textured Mesh Generation. CoRR (2023)
Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma
Effective Long-Context Scaling of Foundation Models. CoRR (2023)
Harman Singh, Pengchuan Zhang, Qifan Wang, Mengjiao Wang, Wenhan Xiong, Jingfei Du, Yu Chen
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality. CoRR (2023)
Yifan Wu, Pengchuan Zhang, Wenhan Xiong, Barlas Oguz, James C. Gee, Yixin Nie
The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task. CoRR (2023)
Jingyu Liu, Wenhan Xiong, Ian Jones, Yixin Nie, Anchit Gupta, Barlas Oguz
CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding. CoRR (2023)
Wenhan Xiong, Anchit Gupta, Shubham Toshniwal, Yashar Mehdad, Scott Yih
Adapting Pretrained Text-to-Text Models for Long Text Sequences. EMNLP (Findings) (2023)
Chi Han, Qifan Wang, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models. CoRR (2023)
Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales
Multi-Head State Space Model for Speech Recognition. CoRR (2023)
Zixuan Ke, Bing Liu, Wenhan Xiong, Asli Celikyilmaz, Haoran Li
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks. EMNLP (Findings) (2023)
Tsu-Jui Fu, Wenhan Xiong, Yixin Nie, Jingyu Liu, Barlas Oguz, William Wang
Text-guided 3D Human Generation from 2D Collections. EMNLP (Findings) (2023)
Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton-Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve
Code Llama: Open Foundation Models for Code. CoRR (2023)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Prompting Large Language Models with Speech Recognition Abilities. CoRR (2023)
Harman Singh, Pengchuan Zhang, Qifan Wang, Mengjiao Wang, Wenhan Xiong, Jingfei Du, Yu Chen
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality. EMNLP (2023)
Tsu-Jui Fu, Wenhan Xiong, Yixin Nie, Jingyu Liu, Barlas Oguz, William Yang Wang
Text-guided 3D Human Generation from 2D Collections. CoRR (2023)
Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang
Bridging the Training-Inference Gap for Dense Phrase Retrieval. EMNLP (Findings) (2022)
Wenhan Xiong, Barlas Oguz, Anchit Gupta, Xilun Chen, Diana Liskovich, Omer Levy, Scott Yih, Yashar Mehdad
Simple Local Attentions Remain Competitive for Long-Context Tasks. NAACL-HLT (2022)
Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy
SCROLLS: Standardized CompaRison Over Long Language Sequences. EMNLP (2022)
Patrick Lewis, Barlas Oguz, Wenhan Xiong, Fabio Petroni, Scott Yih, Sebastian Riedel
Boosted Dense Retriever. NAACL-HLT (2022)
Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang
Bridging the Training-Inference Gap for Dense Phrase Retrieval. CoRR (2022)
Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy
SCROLLS: Standardized CompaRison Over Long Language Sequences. CoRR (2022)
Wenhan Xiong, Anchit Gupta, Shubham Toshniwal, Yashar Mehdad, Wen-tau Yih
Adapting Pretrained Text-to-Text Models for Long Text Sequences. CoRR (2022)
Tianyi Liu, Zuxuan Wu, Wenhan Xiong, Jingjing Chen, Yu-Gang Jiang
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation. CoRR (2021)
Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang
Unsupervised Multi-hop Question Answering by Question Generation. NAACL-HLT (2021)
Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang
Zero-shot Fact Verification by Claim Generation. CoRR (2021)
Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang
Zero-shot Fact Verification by Claim Generation. ACL/IJCNLP (2) (2021)
Sharon Levy, Kevin Mo, Wenhan Xiong, William Yang Wang
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains. EMNLP (Demos) (2021)
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick S. H. Lewis, William Yang Wang, Yashar Mehdad, Scott Yih, Sebastian Riedel, Douwe Kiela, Barlas Oguz
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval. ICLR (2021)
Wenhan Xiong, Barlas Oguz, Anchit Gupta, Xilun Chen, Diana Liskovich, Omer Levy, Wen-tau Yih, Yashar Mehdad
Simple Local Attentions Remain Competitive for Long-Context Tasks. CoRR (2021)
Wenhan Xiong, Hong Wang, William Yang Wang
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering. EACL (2021)
Patrick Lewis, Barlas Oguz, Wenhan Xiong, Fabio Petroni, Wen-tau Yih, Sebastian Riedel
Boosted Dense Retriever. CoRR (2021)
Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
extending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. Canadian Conference on AI (2021)
Sharon Levy, Kevin Mo, Wenhan Xiong, William Yang Wang
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains. CoRR (2021)
Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang
Unsupervised Multi-hop Question Answering by Question Generation. CoRR (2020)
Sharon Levy, Wenhan Xiong, Elizabeth M. Belding, William Yang Wang
SafeRoute: Learning to Navigate Streets Safely in an Urban Environment. ACM Trans. Intell. Syst. Technol. 11 (6) (2020)
Wenhan Xiong, Xiang Lorraine Li, Srinivasan Iyer, Jingfei Du, Patrick S. H. Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Oguz
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval. CoRR (2020)
Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. CoRR (2020)
Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data. EMNLP (Findings) (2020)
Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model. ICLR (2020)
Wenhan Xiong, Hong Wang, William Yang Wang
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering. CoRR (2020)
Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data. CoRR (2020)
Jiawei Wu, Wenhan Xiong, William Yang Wang
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification. EMNLP/IJCNLP (1) (2019)
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing. NAACL-HLT (1) (2019)
Haoyu Wang, Mo Yu, Xiaoxiao Guo, Rajarshi Das, Wenhan Xiong, Tian Gao
Do Multi-hop Readers Dream of Reasoning Chains? MRQA@EMNLP (2019)
Hong Wang, Xin Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang
Self-Supervised Learning for Contextualized Extractive Summarization. ACL (1) (2019)
Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader. CoRR (2019)
Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang
Meta Reasoning over Knowledge Graphs. CoRR (2019)
Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model. CoRR (2019)
Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. MRQA@EMNLP (2019)
Hong Wang, Xin Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang
Self-Supervised Learning for Contextualized Extractive Summarization. CoRR (2019)
Haoyu Wang, Mo Yu, Xiaoxiao Guo, Rajarshi Das, Wenhan Xiong, Tian Gao
Do Multi-hop Readers Dream of Reasoning Chains? CoRR (2019)
Mengdi Zhu, Zheye Deng, Wenhan Xiong, Mo Yu, Ming Zhang, William Yang Wang
Towards Open-Domain Named Entity Recognition via Neural Correction Models. CoRR (2019)
Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader. ACL (1) (2019)
Wenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
TWEETQA: A Social Media Focused Question Answering Dataset. CoRR (2019)
Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. CoRR (2019)
Wenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
TWEETQA: A Social Media Focused Question Answering Dataset. ACL (1) (2019)
Jiawei Wu, Wenhan Xiong, William Yang Wang
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification. CoRR (2019)
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing. CoRR (2019)
Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang
Sentence Embedding Alignment for Lifelong Relation Extraction. NAACL-HLT (1) (2019)
Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang
Sentence Embedding Alignment for Lifelong Relation Extraction. CoRR (2019)
Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang
Variational Knowledge Graph Reasoning. NAACL-HLT (2018)
Xin Wang, Wenhan Xiong, Hongmin Wang, William Yang Wang
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation. CoRR (2018)
Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
One-Shot Relational Learning for Knowledge Graphs. EMNLP (2018)
Sharon Levy, Wenhan Xiong, Elizabeth M. Belding, William Yang Wang
SafeRoute: Learning to Navigate Streets Safely in an Urban Environment. CoRR (2018)
Wenhan Xiong, Xiaoxiao Guo, Mo Yu, Shiyu Chang, Bowen Zhou, William Yang Wang
Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents. CoRR (2018)
Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang
Variational Knowledge Graph Reasoning. CoRR (2018)
Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang
One-Shot Relational Learning for Knowledge Graphs. CoRR (2018)
Xin Wang, Wenhan Xiong, Hongmin Wang, William Yang Wang
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation. ECCV (16) (2018)
Wenhan Xiong, Xiaoxiao Guo, Mo Yu, Shiyu Chang, Bowen Zhou, William Yang Wang
Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents. IJCAI (2018)
Wenhan Xiong, Thien Hoang, William Yang Wang
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning. EMNLP (2017)
Wenhan Xiong, Thien Hoang, William Yang Wang
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning. CoRR (2017)