Wenhan Xiong

According to our database, Wenhan Xiong authored at least 49 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Law of the Weakest Link: Cross Capabilities of Large Language Models.

Ming Zhong, Aston Zhang, Xuewei Wang, Rui Hou, Wenhan Xiong, Chenguang Zhu, Zhengxing Chen, Liang Tan, Chloe Bi, Mike Lewis, Sravya Popuri, Sharan Narang, Melanie Kambadur, Dhruv Mahajan, Sergey Edunov, Jiawei Han, Laurens van der Maaten

CoRR, 2024

Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning.

Rao Fu, Jingyu Liu, Xilun Chen, Yixin Nie, Wenhan Xiong

CoRR, 2024

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length.

Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong, Beidi Chen, Lili Yu, Hao Zhang, Jonathan May, Luke Zettlemoyer, Omer Levy, Chunting Zhou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

FLAME : Factuality-Aware Alignment for Large Language Models.

Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Scott Yih, Xilun Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Effective Long-Context Scaling of Foundation Models.

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

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models.

Chi Han, Qifan Wang, Hao Peng, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Prompting Large Language Models with Speech Recognition Abilities.

Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task.

Yifan Wu, Pengchuan Zhang, Wenhan Xiong, Barlas Oguz, James C. Gee, Yixin Nie

CoRR, 2023

LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models.

Chi Han, Qifan Wang, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang

CoRR, 2023

Code Llama: Open Foundation Models for Code.

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

CoRR, 2023

Text-guided 3D Human Generation from 2D Collections.

Tsu-Jui Fu, Wenhan Xiong, Yixin Nie, Jingyu Liu, Barlas Oguz, William Yang Wang

CoRR, 2023

VideoOFA: Two-Stage Pre-Training for Video-to-Text Generation.

Xilun Chen, Lili Yu, Wenhan Xiong, Barlas Oguz, Yashar Mehdad, Wen-tau Yih

CoRR, 2023

3DGen: Triplane Latent Diffusion for Textured Mesh Generation.

Anchit Gupta, Wenhan Xiong, Yixin Nie, Ian Jones, Barlas Oguz

CoRR, 2023

CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding.

Jingyu Liu, Wenhan Xiong, Ian Jones, Yixin Nie, Anchit Gupta, Barlas Oguz

CoRR, 2023

Multi-Head State Space Model for Speech Recognition.

Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Adapting Pretrained Text-to-Text Models for Long Text Sequences.

Wenhan Xiong, Anchit Gupta, Shubham Toshniwal, Yashar Mehdad, Scott Yih

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality.

Harman Singh, Pengchuan Zhang, Qifan Wang, Mengjiao Wang, Wenhan Xiong, Jingfei Du, Yu Chen

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks.

Zixuan Ke, Bing Liu, Wenhan Xiong, Asli Celikyilmaz, Haoran Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Text-guided 3D Human Generation from 2D Collections.

Tsu-Jui Fu, Wenhan Xiong, Yixin Nie, Jingyu Liu, Barlas Oguz, William Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Simple Local Attentions Remain Competitive for Long-Context Tasks.

Wenhan Xiong, Barlas Oguz, Anchit Gupta, Xilun Chen, Diana Liskovich, Omer Levy, Scott Yih, Yashar Mehdad

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Boosted Dense Retriever.

Patrick S. H. Lewis, Barlas Oguz, Wenhan Xiong, Fabio Petroni, Scott Yih, Sebastian Riedel

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Bridging the Training-Inference Gap for Dense Phrase Retrieval.

Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

SCROLLS: Standardized CompaRison Over Long Language Sequences.

Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation.

Tianyi Liu, Zuxuan Wu, Wenhan Xiong, Jingjing Chen, Yu-Gang Jiang

CoRR, 2021

Unsupervised Multi-hop Question Answering by Question Generation.

Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval.

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

Proceedings of the 9th International Conference on Learning Representations, 2021

Open-Domain Question-Answering for COVID-19 and Other Emergent Domains.

Sharon Levy, Kevin Mo, Wenhan Xiong, William Yang Wang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering.

Wenhan Xiong, Hong Wang, William Yang Wang

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

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.

Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Zero-shot Fact Verification by Claim Generation.

Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

SafeRoute: Learning to Navigate Streets Safely in an Urban Environment.

Sharon Levy, Wenhan Xiong, Elizabeth M. Belding, William Yang Wang

ACM Trans. Intell. Syst. Technol., 2020

Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games.

Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu

CoRR, 2020

Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model.

Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov

Proceedings of the 8th International Conference on Learning Representations, 2020

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data.

Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Towards Open-Domain Named Entity Recognition via Neural Correction Models.

Mengdi Zhu, Zheye Deng, Wenhan Xiong, Mo Yu, Ming Zhang, William Yang Wang

CoRR, 2019

Meta Reasoning over Knowledge Graphs.

Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang

CoRR, 2019

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing.

Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Sentence Embedding Alignment for Lifelong Relation Extraction.

Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification.

Jiawei Wu, Wenhan Xiong, William Yang Wang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader.

Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

TWEETQA: A Social Media Focused Question Answering Dataset.

Wenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Self-Supervised Learning for Contextualized Extractive Summarization.

Hong Wang, Xin Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering.

Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Do Multi-hop Readers Dream of Reasoning Chains?

Haoyu Wang, Mo Yu, Xiaoxiao Guo, Rajarshi Das, Wenhan Xiong, Tian Gao

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018

Variational Knowledge Graph Reasoning.

Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents.

Wenhan Xiong, Xiaoxiao Guo, Mo Yu, Shiyu Chang, Bowen Zhou, William Yang Wang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

One-Shot Relational Learning for Knowledge Graphs.

Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation.

Xin Wang, Wenhan Xiong, Hongmin Wang, William Yang Wang

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning.

Wenhan Xiong, Thien Hoang, William Yang Wang

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017