Manling Li

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 68

Top Topics

Knowledge Extraction

Top Venues

Publications

Jiaxin Qin, Zixuan Zhang, Chi Han, Manling Li, Pengfei Yu, Heng Ji
Why Does New Knowledge Create Messy Ripple Effects in LLMs? CoRR (2024)
Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models. CoRR (2024)
Yuji Zhang, Sha Li, Jiateng Liu, Pengfei Yu, Yi R. Fung, Jing Li, Manling Li, Heng Ji
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models. CoRR (2024)
Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang, Hou Pong Chan, Manling Li, Heng Ji
Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate. CoRR (2024)
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji
Text-Based Reasoning About Vector Graphics. CoRR (2024)
Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action. CoRR (2024)
Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. EMNLP (2023)
Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification. ACL (1) (2023)
Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji
Defining a New NLP Playground. EMNLP (Findings) (2023)
Bohan Zhai, Shijia Yang, Xiangchen Zhao, Chenfeng Xu, Sheng Shen, Dongdi Zhao, Kurt Keutzer, Manling Li, Tan Yan, Xiangjun Fan
HallE-Switch: Rethinking and Controlling Object Existence Hallucinations in Large Vision Language Models for Detailed Caption. CoRR (2023)
Ke Yang, Charles Yu, Yi Ren Fung, Manling Li, Heng Ji
ADEPT: A DEbiasing PrompT Framework. AAAI (2023)
Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CVPR (2023)
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji
Multimedia Generative Script Learning for Task Planning. ACL (Findings) (2023)
Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji
Non-Sequential Graph Script Induction via Multimedia Grounding. ACL (1) (2023)
Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl J. Yang
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting. NeurIPS (2023)
Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification. CoRR (2023)
Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji
A Language-First Approach for Procedure Planning. ACL (Findings) (2023)
Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta
Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. SIGIR (2023)
Chi Han, Jialiang Xu, Manling Li, Hanning Zhang, Tarek F. Abdelzaher, Heng Ji
InfoPattern: Unveiling Information Propagation Patterns in Social Media. CoRR (2023)
Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji, Shih-Fu Chang
Video Event Extraction via Tracking Visual States of Arguments. AAAI (2023)
Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl Yang
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting. CoRR (2023)
Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji
Non-Sequential Graph Script Induction via Multimedia Grounding. CoRR (2023)
Revanth Gangi Reddy, Yi R. Fung, Qi Zeng, Manling Li, Ziqi Wang, Paul Sullivan, Heng Ji
SmartBook: AI-Assisted Situation Report Generation. CoRR (2023)
Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space. CoRR (2023)
Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi R. Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji
Defining a New NLP Playground. CoRR (2023)
Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. CoRR (2023)
Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji
Learning to Decompose Visual Features with Latent Textual Prompts. ICLR (2023)
Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CoRR (2022)
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. CoRR (2022)
Ke Yang, Charles Yu, Yi Fung, Manling Li, Heng Ji
ADEPT: A DEbiasing PrompT Framework. CoRR (2022)
Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji
Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning. CoRR (2022)
Xiaomeng Jin, Manling Li, Heng Ji
Event Schema Induction with Double Graph Autoencoders. NAACL-HLT (2022)
Manling Li, Yuanzhuo Wang, Denghui Zhang, Yantao Jia, Xueqi Cheng
Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach. IEEE Trans. Big Data 8 (3) (2022)
Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. AAAI (2022)
Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji
Learning to Decompose Visual Features with Latent Textual Prompts. CoRR (2022)
Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Shih-Fu Chang, Heng Ji
Video Event Extraction via Tracking Visual States of Arguments. CoRR (2022)
Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-shyuan Chiang, Tuan Lai, Pengfei Yu, Zixuan Zhang, Heng Ji
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System. ACL (demo) (2022)
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji
Multimedia Generative Script Learning for Task Planning. CoRR (2022)
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
CLIP-Event: Connecting Text and Images with Event Structures. CoRR (2022)
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. NeurIPS (2022)
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
CLIP-Event: Connecting Text and Images with Event Structures. CVPR (2022)
Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang
Joint Multimedia Event Extraction from Video and Article. CoRR (2021)
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss
Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction. CoRR (2021)
Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang
Joint Multimedia Event Extraction from Video and Article. EMNLP (Findings) (2021)
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. NAACL-HLT (Demonstrations) (2021)
Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji, Kathleen R. McKeown
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport. EMNLP (1) (2021)
Haoyang Wen, Ying Lin, Tuan Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. NAACL-HLT (Demonstrations) (2021)
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction. EMNLP (1) (2021)
Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. CoRR (2021)
Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare R. Voss, Daniel Napierski, Marjorie Freedman
GAIA: A Fine-grained Multimedia Knowledge Extraction System. ACL (demo) (2020)
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. CoRR (2020)
Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang
Cross-media Structured Common Space for Multimedia Event Extraction. ACL (2020)
Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers, Clare R. Voss
Connecting the Dots: Event Graph Schema Induction with Path Language Modeling. EMNLP (1) (2020)
Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang
Cross-media Structured Common Space for Multimedia Event Extraction. CoRR (2020)
Manling Li, Lingyu Zhang, Heng Ji, Richard J. Radke
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization. ACL (1) (2019)
Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro A. Szekely, T. K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel E. Rodríguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC (2019)
Ying Lin, Xiaoman Pan, Manling Li, Heng Ji
A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019. TAC (2019)
Indrani Bhattacharya, Michael Foley, Christine Ku, Ni Zhang, Tongtao Zhang, Cameron Mine, Manling Li, Heng Ji, Christoph Riedl, Brooke Foucault Welles, Richard J. Radke
The unobtrusive group interaction (UGI) corpus. MMSys (2019)
Manling Li, Ying Lin, Joseph Hoover, Spencer Whitehead, Clare R. Voss, Morteza Dehghani, Heng Ji
Multilingual Entity, Relation, Event and Human Value Extraction. NAACL-HLT (Demonstrations) (2019)
Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC (2018)
Yunqi Qiu, Manling Li, Yuanzhuo Wang, Yantao Jia, Xiaolong Jin
Hierarchical Type Constrained Topic Entity Detection for Knowledge Base Question Answering. WWW (Companion Volume) (2018)
Denghui Zhang, Manling Li, Pengshan Cai, Yantao Jia, Yuanzhuo Wang
Path-Based Attention Neural Model for Fine-Grained Entity Typing. AAAI (2018)
Denghui Zhang, Manling Li, Yantao Jia, Yuanzhuo Wang, Xueqi Cheng
Efficient parallel translating embedding for knowledge graphs. WI (2017)
Denghui Zhang, Pengshan Cai, Yantao Jia, Manling Li, Yuanzhuo Wang
Path-Based Attention Neural Model for Fine-Grained Entity Typing. CoRR (2017)
Denghui Zhang, Manling Li, Yantao Jia, Yuanzhuo Wang
Efficient Parallel Translating Embedding For Knowledge Graphs. CoRR (2017)
Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng
Predicting Links and Their Building Time: A Path-Based Approach. AAAI (2016)
Manling Li, Xinlei Chen, Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, Zixuan Li, Juan Yao, Fan Yang, Yunqi Qiu, Jialin Su, Xueqi Cheng
OpenKN at TAC KBP 2016. TAC (2016)
Manling Li, Yantao Jia, Yuanzhuo Wang, Jingyuan Li, Xueqi Cheng
Hierarchy-Based Link Prediction in Knowledge Graphs. WWW (Companion Volume) (2016)
Xinlei Chen, Yantao Jia, Yuanzhuo Wang, Yuxiao Chang, Manling Li, Xueqi Cheng
OpenKN at TAC KBP 2015. TAC (2015)