Manling Li

According to our database, Manling Li authored at least 57 papers between 2015 and 2024.

Collaborative distances:

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

2024

Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making.

Manling Li, Shiyu Zhao, Qineng Wang, Kangrui Wang, Yu Zhou, Sanjana Srivastava, Cem Gokmen, Tony Lee, Li Erran Li, Ruohan Zhang, Weiyu Liu, Percy Liang, Li Fei-Fei, Jiayuan Mao, Jiajun Wu

CoRR, 2024

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders.

Cheng Li, May Fung, Qingyun Wang, Chi Han, Manling Li, Jindong Wang, Heng Ji

CoRR, 2024

Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models.

Yuji Zhang, Sha Li, Jiateng Liu, Pengfei Yu, Yi R. Fung, Jing Li, Manling Li, Heng Ji

CoRR, 2024

Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action.

Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu

CoRR, 2024

Text-Based Reasoning About Vector Graphics.

Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji

CoRR, 2024

Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models.

Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu

CoRR, 2024

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate.

Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang, Hou Pong Chan, Manling Li, Heng Ji

CoRR, 2024

Why Does New Knowledge Create Messy Ripple Effects in LLMs?

Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Training-free Deep Concept Injection Enables Language Models for Video Question Answering.

Xudong Lin, Manling Li, Richard S. Zemel, Heng Ji, Shih-Fu Chang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Word Embeddings Are Steers for Language Models.

Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

InfoPattern: Unveiling Information Propagation Patterns in Social Media.

Chi Han, Jialiang Xu, Manling Li, Hanning Zhang, Tarek F. Abdelzaher, Heng Ji

CoRR, 2023

HallE-Switch: Rethinking and Controlling Object Existence Hallucinations in Large Vision Language Models for Detailed Caption.

Bohan Zhai, Shijia Yang, Xiangchen Zhao, Chenfeng Xu, Sheng Shen, Dongdi Zhao, Kurt Keutzer, Manling Li, Tan Yan, Xiangjun Fan

CoRR, 2023

LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space.

Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji

CoRR, 2023

SmartBook: AI-Assisted Situation Report Generation.

Revanth Gangi Reddy, Yi R. Fung, Qi Zeng, Manling Li, Ziqi Wang, Paul Sullivan, Heng Ji

CoRR, 2023

Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop.

Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting.

Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl Yang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning to Decompose Visual Features with Latent Textual Prompts.

Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Defining a New NLP Playground.

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

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

ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation.

Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji

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

Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval.

Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Non-Sequential Graph Script Induction via Multimedia Grounding.

Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A Language-First Approach for Procedure Planning.

Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji

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

Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification.

Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Multimedia Generative Script Learning for Task Planning.

Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji

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

ADEPT: A DEbiasing PrompT Framework.

Ke Yang, Charles Yu, Yi Ren Fung, Manling Li, Heng Ji

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Video Event Extraction via Tracking Visual States of Arguments.

Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji, Shih-Fu Chang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach.

Manling Li, Yuanzhuo Wang, Denghui Zhang, Yantao Jia, Xueqi Cheng

IEEE Trans. Big Data, 2022

Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning.

Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji

CoRR, 2022

Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners.

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Event Schema Induction with Double Graph Autoencoders.

Xiaomeng Jin, Manling Li, Heng Ji

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

CLIP-Event: Connecting Text and Images with Event Structures.

Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System.

Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan Manh Lai, Pengfei Yu, Zixuan Zhang, Heng Ji

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding.

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction.

Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss

CoRR, 2021

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System.

Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren 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

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

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.

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 R. 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

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

The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction.

Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss

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

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport.

Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji, Kathleen R. McKeown

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

Joint Multimedia Event Extraction from Video and Article.

Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.

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

CoRR, 2020

Connecting the Dots: Event Graph Schema Induction with Path Language Modeling.

Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers, Clare R. Voss

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Cross-media Structured Common Space for Multimedia Event Extraction.

Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

GAIA: A Fine-grained Multimedia Knowledge Extraction System.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2019

A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019.

Ying Lin, Xiaoman Pan, Manling Li, Heng Ji

Proceedings of the 2019 Text Analysis Conference, 2019

GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.

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

Proceedings of the 2019 Text Analysis Conference, 2019

Multilingual Entity, Relation, Event and Human Value Extraction.

Manling Li, Ying Lin, Joseph Hoover, Spencer Whitehead, Clare R. Voss, Morteza Dehghani, Heng Ji

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

The unobtrusive group interaction (UGI) corpus.

Indrani Bhattacharya, Michael Foley, Christine Ku, Ni Zhang, Tongtao Zhang, Cameron Mine, Manling Li, Heng Ji, Christoph Riedl, Brooke Foucault Welles, Richard J. Radke

Proceedings of the 10th ACM Multimedia Systems Conference, 2019

Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization.

Manling Li, Lingyu Zhang, Heng Ji, Richard J. Radke

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

2018

Hierarchical Type Constrained Topic Entity Detection for Knowledge Base Question Answering.

Yunqi Qiu, Manling Li, Yuanzhuo Wang, Yantao Jia, Xiaolong Jin

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.

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

Proceedings of the 2018 Text Analysis Conference, 2018

Path-Based Attention Neural Model for Fine-Grained Entity Typing.

Denghui Zhang, Manling Li, Pengshan Cai, Yantao Jia, Yuanzhuo Wang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Efficient Parallel Translating Embedding For Knowledge Graphs.

Denghui Zhang, Manling Li, Yantao Jia, Yuanzhuo Wang

CoRR, 2017

Efficient parallel translating embedding for knowledge graphs.

Denghui Zhang, Manling Li, Yantao Jia, Yuanzhuo Wang, Xueqi Cheng

Proceedings of the International Conference on Web Intelligence, 2017

2016

Hierarchy-Based Link Prediction in Knowledge Graphs.

Manling Li, Yantao Jia, Yuanzhuo Wang, Jingyuan Li, Xueqi Cheng

Proceedings of the 25th International Conference on World Wide Web, 2016

OpenKN at TAC KBP 2016.

Manling Li, Xinlei Chen, Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, Zixuan Li, Juan Yao, Fan Yang, Yunqi Qiu, Jialin Su, Xueqi Cheng

Proceedings of the 2016 Text Analysis Conference, 2016

Predicting Links and Their Building Time: A Path-Based Approach.

Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

OpenKN at TAC KBP 2015.

Xinlei Chen, Yantao Jia, Yuanzhuo Wang, Yuxiao Chang, Manling Li, Xueqi Cheng

Proceedings of the 2015 Text Analysis Conference, 2015