NLPExplorer

Heng Ji

Number of Papers:- 278

Number of Citations:- 652

First ACL Paper:- 2004

Latest ACL Paper:- 2024

Venues:-

NUSE

NAACL

BioNLP

CRAC

CoNLL

COLING

PACLIC

HyTra

EMNLP

NEWS

TextGraphs

Findings

HLT

RANLP

MMMPIE

SemEval

NLP4IF

LangMol

LREC

NLP+CSS

ECNLP

EcomNLP

ACL

KnowLLM

EACL

LAW

EVENTS

*SEMEVAL

IJCNLP

SEW

AACL

INLG

BEA

Co-Authors:-

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Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models NAACL

evision PDF of 'Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction F i n d i n g s - E A C L

Language + Molecules EACL

Carl Edwards | Qingyun Wang | Heng Ji |

WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration F i n d i n g s - N A A C L

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration NAACL

LETI: Learning to Generate from Textual Interactions F i n d i n g s - N A A C L

Xingyao Wang | Hao Peng | Reyhaneh Jabbarvand | Heng Ji |

Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization F i n d i n g s - N A A C L

Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL

Hongyi Liu | Qingyun Wang | Payam Karisani | Heng Ji |

Proceedings of the 1st Workshop on Towards Knowledgeable Language Models (KnowLLM 2024) KnowLLM WS

SciMON: Scientific Inspiration Machines Optimized for Novelty ACL

Qingyun Wang | Doug Downey | Heng Ji | Tom Hope |

Text2DB: Integration-Aware Information Extraction with Large Language Model Agents F i n d i n g s - A C L

R-Tuning: Instructing Large Language Models to Say ‘I Don’t Know’ NAACL

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning F i n d i n g s - A C L

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

ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL

Proceedings of the 1st Workshop on Language + Molecules (L+M 2024) LangMol WS

L+M-24: Building a Dataset for Language+Molecules @ ACL 2024 LangMol WS

Carl Edwards | Qingyun Wang | Lawrence Zhao | Heng Ji |

Fact Checking Beyond Training Set NAACL

Payam Karisani | Heng Ji |

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction F i n d i n g s - A C L

Word Embeddings Are Steers for Language Models ACL

Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP

Jeonghwan Kim | Heng Ji |

EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP

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

FIRST: Faster Improved Listwise Reranking with Single Token Decoding EMNLP

MACAROON: Training Vision-Language Models To Be Your Engaged Partners F i n d i n g s - E M N L P

AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP

Mitigating the Alignment Tax of RLHF EMNLP

MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP

Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP

Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play EMNLP

Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy CoNLL

Pengfei Yu | Heng Ji |

DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis EACL

Incorporating Task-Specific Concept Knowledge into Script Learning EACL

Chenkai Sun | Tie Xu | Chengxiang Zhai | Heng Ji |

Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention EACL

Carl Edwards | Heng Ji |

Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction F i n d i n g s - E A C L

Pengfei Yu | Jonathan May | Heng Ji |

External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems EACL

Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction EACL

Shorten the Long Tail for Rare Entity and Event Extraction EACL

Pengfei Yu | Heng Ji |

NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection SemEval

Genglin Liu | Yi Fung | Heng Ji |

Unlearning Bias in Language Models by Partitioning Gradients F i n d i n g s - A C L

Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL

Xingyao Wang | Sha Li | Heng Ji |

A Language-First Approach for Procedure Planning F i n d i n g s - A C L

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models F i n d i n g s - E M N L P

evision PDF of 'Multimedia Generative Script Learning for Task Planning F i n d i n g s - A C L

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

Generative Models for Product Attribute Extraction EMNLP

Ansel Blume | Nasser Zalmout | Heng Ji | Xian Li |

Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design F i n d i n g s - E M N L P

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework F i n d i n g s - A C L

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

evision PDF of 'OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking F i n d i n g s - A C L

Xueqing Wu | Sha Li | Heng Ji |

A Close Look into the Calibration of Pre-trained Language Models ACL

Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs F i n d i n g s - A C L

Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization F i n d i n g s - A C L

Hou Pong Chan | Qi Zeng | Heng Ji |

Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions F i n d i n g s - E M N L P

GLEN: General-Purpose Event Detection for Thousands of Types EMNLP

Human-in-the-loop Schema Induction ACL

Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning ACL

Zero-shot Faithful Factual Error Correction ACL

Kung-Hsiang Huang | Hou Pong Chan | Heng Ji |

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations F i n d i n g s - A C L

Chi Han | Hengzhi Pei | Xinya Du | Heng Ji |

Improving Consistency for Text Summarization with Energy Functions F i n d i n g s - E M N L P

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data EMNLP

Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations F i n d i n g s - E M N L P

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks F i n d i n g s - A C L

Non-Sequential Graph Script Induction via Multimedia Grounding ACL

NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly EMNLP

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP

Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models F i n d i n g s - E M N L P

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP

Making Pre-trained Language Models both Task-solvers and Self-calibrators F i n d i n g s - A C L

Yangyi Chen | Xingyao Wang | Heng Ji |

Defining a New NLP Playground F i n d i n g s - E M N L P

RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor EMNLP

Instruct and Extract: Instruction Tuning for On-Demand Information Extraction EMNLP

Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model ACL

Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL

Measuring the Effect of Influential Messages on Varying Personas ACL

Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ACL Findings

Tuan Lai | Heng Ji | ChengXiang Zhai |

Dynamic Global Memory for Document-level Argument Extraction ACL

Xinya Du | Sha Li | Heng Ji |

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

New Frontiers of Information Extraction NAACL

Event Schema Induction with Double Graph Autoencoders NAACL

Xiaomeng Jin | Manling Li | Heng Ji |

RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL

Cross-document Misinformation Detection based on Event Graph Reasoning NAACL

Xueqing Wu | Kung-Hsiang Huang | Yi Fung | Heng Ji |

EA2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction Findings NAACL

Qi Zeng | Qiusi Zhan | Heng Ji |

Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL

Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL

A Zero-Shot Claim Detection Framework Using Question Answering COLING

Rethinking Task Sampling for Few-shot Vision-Language Transfer Learning COLING MMMPIE WS

CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval COLING

Kung-Hsiang Huang | ChengXiang Zhai | Heng Ji |

Proceedings of the 29th International Conference on Computational Linguistics COLING

Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING

Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022 F i n d i n g s - A A C L

The Battlefront of Combating Misinformation and Coping with Media Bias AACL IJCNLP

Yi Fung | Kung-Hsiang Huang | Preslav Nakov | Heng Ji |

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) AACL IJCNLP

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) AACL IJCNLP

Translation between Molecules and Natural Language EMNLP

Language Model Pre-Training with Sparse Latent Typing EMNLP

Weakly-Supervised Temporal Article Grounding EMNLP

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies F i n d i n g s - E M N L P

Open Relation and Event Type Discovery with Type Abstraction EMNLP

Sha Li | Heng Ji | Jiawei Han |

PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion F i n d i n g s - E M N L P

NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge EMNLP

Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP

Xinya Du | Heng Ji |

Open-Vocabulary Argument Role Prediction For Event Extraction F i n d i n g s - E M N L P

Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP

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

Efficient Attentions for Long Document Summarization NAACL

Event Time Extraction and Propagation via Graph Attention Networks NAACL

Document-Level Event Argument Extraction by Conditional Generation NAACL

Sha Li | Heng Ji | Jiawei Han |

Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction NAACL

Zixuan Zhang | Heng Ji |

A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution NAACL

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

Deep Learning on Graphs for Natural Language Processing NAACL

Lingfei Wu | Yu Chen | Heng Ji | Yunyao Li |

GENE: Global Event Network Embedding NAACL TextGraphs

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction Findings

Liliang Ren | Chenkai Sun | Heng Ji | Julia Hockenmaier |

Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation ACL IJCNLP

Samuel Kriman | Heng Ji |

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL IJCNLP

Tuan Lai | Heng Ji | ChengXiang Zhai | Quan Hung Tran |

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations ACL IJCNLP

Heng Ji | Jong C. Park | Rui Xia |

InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ACL IJCNLP

Lifelong Event Detection with Knowledge Transfer EMNLP

Pengfei Yu | Heng Ji | Prem Natarajan |

EventKE: Event-Enhanced Knowledge Graph Embedding EMNLP Findings

Learning Shared Semantic Space for Speech-to-Text Translation Findings

Chi Han | Mingxuan Wang | Heng Ji | Lei Li |

Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training EMNLP

Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL ECNLP IJCNLP

BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP Findings

Tuan Lai | Heng Ji | ChengXiang Zhai |

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL IJCNLP

Stage-wise Fine-tuning for Graph-to-Text Generation ACL IJCNLP

Corpus-based Open-Domain Event Type Induction EMNLP

Jiaming Shen | Yunyi Zhang | Heng Ji | Jiawei Han |

Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL IJCNLP

Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries EMNLP

Carl Edwards | ChengXiang Zhai | Heng Ji |

Knowledge-Enriched Natural Language Generation EMNLP

VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ACL IJCNLP

Event-Centric Natural Language Processing ACL IJCNLP

Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction EMNLP

Haoyang Wen | Heng Ji |

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

Joint Multimedia Event Extraction from Video and Article EMNLP Findings

Coreference by Appearance: Visually Grounded Event Coreference Resolution CRAC EMNLP

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

A Joint Neural Model for Information Extraction with Global Features ACL

Ying Lin | Heng Ji | Fei Huang | Lingfei Wu |

Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events ACL NUSE WS

Cross-media Structured Common Space for Multimedia Event Extraction ACL

GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL

Proceedings of Workshop on Natural Language Processing in E-Commerce COLING EcomNLP

Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP

Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction EMNLP Findings

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

Semi-supervised New Event Type Induction and Event Detection EMNLP

Lifu Huang | Heng Ji |

Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding EMNLP

Jiaming Shen | Heng Ji | Jiawei Han |

ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis INLG

Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding EMNLP

Cross-lingual Structure Transfer for Zero-resource Event Extraction LREC

Low-Resource Name Tagging Learned with Weakly Labeled Data EMNLP

Cross-lingual Structure Transfer for Relation and Event Extraction EMNLP

An Attentive Fine-Grained Entity Typing Model with Latent Type Representation EMNLP

Ying Lin | Heng Ji |

Improving Subject-Area Question Answering with External Knowledge EMNLP WS

Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining EMNLP WS

Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages EMNLP WS

Kevin Blissett | Heng Ji |

Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction EMNLP WS

Diya Li | Heng Ji |

Biomedical Event Extraction based on Knowledge-driven Tree-LSTM NAACL

Diya Li | Lifu Huang | Heng Ji | Jiawei Han |

A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages NAACL

Ronald Cardenas | Ying Lin | Heng Ji | Jonathan May |

Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging NAACL

Lifu Huang | Heng Ji | Jonathan May |

Multilingual Entity, Relation, Event and Human Value Extraction NAACL

Reliability-aware Dynamic Feature Composition for Name Tagging ACL

PaperRobot: Incremental Draft Generation of Scientific Ideas ACL

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

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

Cross-lingual NIL Entity Clustering for Low-resource Languages NAACL WS

Kevin Blissett | Heng Ji |

Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP

Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP

Incorporating Background Knowledge into Video Description Generation EMNLP

Entity-aware Image Caption Generation EMNLP

Visualizing Group Dynamics based on Multiparty Meeting Understanding EMNLP

Global Attention for Name Tagging CoNLL

Boliang Zhang | Spencer Whitehead | Lifu Huang | Heng Ji |

Error Analysis of Uyghur Name Tagging: Language-specific Techniques and Remaining Challenges LREC

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) NAACL

Marilyn Walker | Heng Ji | Amanda Stent |

ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System NAACL

A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL

Ying Lin | Shengqi Yang | Veselin Stoyanov | Heng Ji |

Visual Attention Model for Name Tagging in Multimodal Social Media ACL

Zero-Shot Transfer Learning for Event Extraction ACL

Paper Abstract Writing through Editing Mechanism ACL

Platforms for Non-speakers Annotating Names in Any Language ACL

Multi-lingual Entity Discovery and Linking ACL

Avi Sil | Heng Ji | Dan Roth | Silviu-Petru Cucerzan |

Chengyu Cloze Test BEA NAACL WS

Zhiying Jiang | Boliang Zhang | Lifu Huang | Heng Ji |

Creative Language Encoding under Censorship COLING NLP4IF WS

Heng Ji | Kevin Knight |

Describing a Knowledge Base INLG WS

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) NAACL

Marilyn Walker | Heng Ji | Amanda Stent |