Heng Ji

338 papers · 2005–2026 · 18 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (18) 🌈 Renaissance Researcher (13) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (20) 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🏠 Conference Loyalist (45) 🤝 Dynamic Duo (42) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (71) 🌱 Topic Pioneer 🔬 Deep Specialist (64) 🧬 Topic Evolution 🏆 Keyword Champion (9) 🗃️ Keyword Collector (916) 💎 Century Club (336) 📈 Trend Setter 🔥 Unstoppable (18) ❓ The Questioner (9) ⚡ Prolific Year (58)

Conferences

ACL (100) EMNLP (90) NAACL (45) IJCNLP (26) COLING (20) ICLR (12) EACL (11) ICML (9) AAAI (5) NIPS (5) CVPR (5) SEMEVAL (2) IJCAI (2) CONLL (2) ICCV (1) INTERSPEECH (1) ECCV (1) AACL (1)

Top co-authors

Jiawei Han (42) Manling Li (39) Shih-fu Chang (27) Sha Li (26) Yi Fung (25) Lifu Huang (22) Qingyun Wang (18) Xiaoman Pan (18) Ying Lin (18) ChengXiang Zhai (17)

Research topics

Keywords

large language model (38) event extraction (29) information extraction (24) named entity recognition (23) knowledge graph (23) zero-shot learning (18) language model (18) relation extraction (16) contrastive learning (14) multimodal learning (14) knowledge base (12) pre-trained language model (11) cross-lingual transfer (11) low-resource language (11) entity extraction (10) transfer learning (10) few-shot learning (10) entity linking (9) question answering (9) graph neural network (9)

Papers

Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis EACL 2026

Compositional Reasoning via Joint Image and Language Decomposition EACL 2026

Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models ICLR 2025

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025

Model Extrapolation Expedites Alignment ACL 2025

Entailment-Preserving First-order Logic Representations in Natural Language Entailment ACL 2025

MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents ACL 2025

Computation Mechanism Behind LLM Position Generalization ACL 2025

SYNTHIA: Novel Concept Design with Affordance Composition ACL 2025

SMART: Self-Aware Agent for Tool Overuse Mitigation ACL 2025

Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ACL 2025

Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation ACL 2025

The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination ACL 2025

The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025

Geometry Informed Tokenization of Molecules for Language Model Generation ICML 2025

Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval CVPR 2025

OpenHands: An Open Platform for AI Software Developers as Generalist Agents ICLR 2025

Eliminating Position Bias of Language Models: A Mechanistic Approach ICLR 2025

ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media COLING 2025

Aligning LLMs with Individual Preferences via Interaction COLING 2025

PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent COLING 2025

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking ICLR 2025

SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering ICML 2025

Infogent: An Agent-Based Framework for Web Information Aggregation NAACL 2025

Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025

CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025

Contrastive Visual Data Augmentation ICML 2025

Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025

Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025

LORE: Continual Logit Rewriting Fosters Faithful Generation EMNLP 2025

DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025

SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals EMNLP 2025

ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents ICML 2025

Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context EMNLP 2025

Training Software Engineering Agents and Verifiers with SWE-Gym ICML 2025

Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization NAACL 2024

LETI: Learning to Generate from Textual Interactions NAACL 2024

R-Tuning: Instructing Large Language Models to Say ‘I Don’t Know’ NAACL 2024

LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models NAACL 2024

Fact Checking Beyond Training Set NAACL 2024

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration NAACL 2024

Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL 2024

Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models NAACL 2024

Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint ICML 2024

Executable Code Actions Elicit Better LLM Agents ICML 2024

CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space using Quantum-Chemical Feedback ICML 2024

Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024

SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024

ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024

Word Embeddings Are Steers for Language Models ACL 2024

Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning ACL 2024

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction ACL 2024

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

Agenda-Driven Question Generation: A Case Study in the Courtroom Domain COLING 2024

MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback ICLR 2024

CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets ICLR 2024

Enabling Lanuguage Models to Implicitly Learn Self-Improvement ICLR 2024

ARMADA: Attribute-Based Multimodal Data Augmentation EMNLP 2024

Enriching Conceptual Knowledge in Language Models through Metaphorical Reference Explanation EMNLP 2024

Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy EMNLP 2024

MACAROON: Training Vision-Language Models To Be Your Engaged Partners EMNLP 2024

MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP 2024

Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play EMNLP 2024

Training-free Deep Concept Injection Enables Language Models for Video Question Answering EMNLP 2024

Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024

FIRST: Faster Improved Listwise Reranking with Single Token Decoding EMNLP 2024

AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP 2024

Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024

EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024

Mitigating the Alignment Tax of RLHF EMNLP 2024

Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction EACL 2024

Language + Molecules EACL 2024

DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024

Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy CONLL 2024

Towards a Human-Computer Collaborative Scientific Paper Lifecycle: A Pilot Study and Hands-On Tutorial COLING 2024

Schema-based Data Augmentation for Event Extraction COLING 2024

Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation NIPS 2024

WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration NAACL 2024

Generative Models for Product Attribute Extraction EMNLP 2023

Paxion: Patching Action Knowledge in Video-Language Foundation Models NIPS 2023

Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations NIPS 2023

Video Event Extraction via Tracking Visual States of Arguments AAAI 2023

ADEPT: A DEbiasing PrompT Framework AAAI 2023

SumREN: Summarizing Reported Speech about Events in News AAAI 2023

A Close Look into the Calibration of Pre-trained Language Models ACL 2023

Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023

Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model ACL 2023

Non-Sequential Graph Script Induction via Multimedia Grounding ACL 2023

Zero-shot Faithful Factual Error Correction ACL 2023

Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ACL 2023

Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning ACL 2023

Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023

Measuring the Effect of Influential Messages on Varying Personas ACL 2023

Human-in-the-loop Schema Induction ACL 2023

Multimedia Generative Script Learning for Task Planning ACL 2023

Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs ACL 2023

A Language-First Approach for Procedure Planning ACL 2023

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023

Unlearning Bias in Language Models by Partitioning Gradients ACL 2023

Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization ACL 2023

OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking ACL 2023

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework ACL 2023

Making Pre-trained Language Models both Task-solvers and Self-calibrators ACL 2023

Ensemble Transfer Learning for Multilingual Coreference Resolution ACL 2023

C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation ACL 2023

Toward Consistent and Informative Event-Event Temporal Relation Extraction ACL 2023

User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023

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

Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval CVPR 2023

Shorten the Long Tail for Rare Entity and Event Extraction EACL 2023

Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction EACL 2023

Incorporating Task-Specific Concept Knowledge into Script Learning EACL 2023

DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis EACL 2023

External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems EACL 2023

Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention EACL 2023

Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction EACL 2023

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023

GLEN: General-Purpose Event Detection for Thousands of Types EMNLP 2023

Instruct and Extract: Instruction Tuning for On-Demand Information Extraction EMNLP 2023

ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation EMNLP 2023

NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly EMNLP 2023

RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor EMNLP 2023

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data EMNLP 2023

Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations EMNLP 2023

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models EMNLP 2023

Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023

Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models EMNLP 2023

Improving Consistency for Text Summarization with Energy Functions EMNLP 2023

Defining a New NLP Playground EMNLP 2023

Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions EMNLP 2023

Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation ICLR 2023

Learning to Decompose Visual Features with Latent Textual Prompts ICLR 2023

Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning ICLR 2023

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

Dynamic Global Memory for Document-level Argument Extraction ACL 2022

Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022

Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022

Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NIPS 2022

Chemical-Reaction-Aware Molecule Representation Learning ICLR 2022

Cross-Lingual Transfer with Class-Weighted Language-Invariant Representations ICLR 2022

CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval COLING 2022

Rethinking Task Sampling for Few-shot Vision-Language Transfer Learning COLING 2022

Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ACL 2022

COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System ACL 2022

The Battlefront of Combating Misinformation and Coping with Media Bias IJCNLP 2022

A Zero-Shot Claim Detection Framework Using Question Answering COLING 2022

Cross-document Misinformation Detection based on Event Graph Reasoning NAACL 2022

Event Schema Induction with Double Graph Autoencoders NAACL 2022

Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL 2022

Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022

Translation between Molecules and Natural Language EMNLP 2022

Language Model Pre-Training with Sparse Latent Typing EMNLP 2022

Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022

Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP 2022

NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge EMNLP 2022

Open Relation and Event Type Discovery with Type Abstraction EMNLP 2022

Weakly-Supervised Temporal Article Grounding EMNLP 2022

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022

PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion EMNLP 2022

Open-Vocabulary Argument Role Prediction For Event Extraction EMNLP 2022

RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022

New Frontiers of Information Extraction NAACL 2022

EA2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction NAACL 2022

Building an Event Extractor with Only a Few Examples NAACL 2022

CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022

The Battlefront of Combating Misinformation and Coping with Media Bias AACL 2022

MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022

Stage-wise Fine-tuning for Graph-to-Text Generation IJCNLP 2021

VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ACL 2021

Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL 2021

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021

Stage-wise Fine-tuning for Graph-to-Text Generation ACL 2021

Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021

InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ACL 2021

Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations IJCNLP 2021

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction IJCNLP 2021

Learning Shared Semantic Space for Speech-to-Text Translation IJCNLP 2021

Event-Centric Natural Language Processing IJCNLP 2021

Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation IJCNLP 2021

VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension IJCNLP 2021

Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries EMNLP 2021

The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021

Lifelong Event Detection with Knowledge Transfer EMNLP 2021

Corpus-based Open-Domain Event Type Induction EMNLP 2021

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021

Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training EMNLP 2021

Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction EMNLP 2021

Knowledge-Enriched Natural Language Generation EMNLP 2021

Joint Multimedia Event Extraction from Video and Article EMNLP 2021

EventKE: Event-Enhanced Knowledge Graph Embedding EMNLP 2021

BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP 2021

Coreference by Appearance: Visually Grounded Event Coreference Resolution EMNLP 2021

Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation ACL 2021

Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method NIPS 2021

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference IJCNLP 2021

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning IJCNLP 2021

InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection IJCNLP 2021

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation NAACL 2021

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction ACL 2021

Learning Shared Semantic Space for Speech-to-Text Translation ACL 2021

Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021

Event-Centric Natural Language Processing ACL 2021

Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation IJCNLP 2021

GENE: Global Event Network Embedding NAACL 2021

Deep Learning on Graphs for Natural Language Processing NAACL 2021

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System NAACL 2021

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021

A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution NAACL 2021

Efficient Attentions for Long Document Summarization NAACL 2021

Document-Level Event Argument Extraction by Conditional Generation NAACL 2021

Event Time Extraction and Propagation via Graph Attention Networks NAACL 2021

Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction NAACL 2021

Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding EMNLP 2020

Connecting the Dots: Event Graph Schema Induction with Path Language Modeling EMNLP 2020

Semi-supervised New Event Type Induction and Event Detection EMNLP 2020

Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding EMNLP 2020

Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020

Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction EMNLP 2020

Cross-media Structured Common Space for Multimedia Event Extraction ACL 2020

Learning to Learn Words from Visual Scenes ECCV 2020

A Joint Neural Model for Information Extraction with Global Features ACL 2020

GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL 2020

An Attentive Fine-Grained Entity Typing Model with Latent Type Representation IJCNLP 2019

Low-Resource Name Tagging Learned with Weakly Labeled Data EMNLP 2019

Cross-lingual Structure Transfer for Relation and Event Extraction EMNLP 2019

An Attentive Fine-Grained Entity Typing Model with Latent Type Representation EMNLP 2019

Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction EMNLP 2019

Improving Question Answering with External Knowledge EMNLP 2019

Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining EMNLP 2019

Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages EMNLP 2019

Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization ACL 2019

PaperRobot: Incremental Draft Generation of Scientific Ideas ACL 2019

Reliability-aware Dynamic Feature Composition for Name Tagging ACL 2019

Low-Resource Name Tagging Learned with Weakly Labeled Data IJCNLP 2019

Cross-lingual Structure Transfer for Relation and Event Extraction IJCNLP 2019

Biomedical Event Extraction based on Knowledge-driven Tree-LSTM NAACL 2019

A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages NAACL 2019

Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging NAACL 2019

Multilingual Entity, Relation, Event and Human Value Extraction NAACL 2019

Cross-lingual NIL Entity Clustering for Low-resource Languages NAACL 2019

Entity-aware Image Caption Generation EMNLP 2018

Incorporating Background Knowledge into Video Description Generation EMNLP 2018

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP 2018

Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP 2018

Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP 2018

A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018

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

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

ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System NAACL 2018

Chengyu Cloze Test NAACL 2018

Visual Attention Model for Name Tagging in Multimodal Social Media ACL 2018

Zero-Shot Transfer Learning for Event Extraction ACL 2018

Paper Abstract Writing through Editing Mechanism ACL 2018

Platforms for Non-speakers Annotating Names in Any Language ACL 2018

Multi-lingual Entity Discovery and Linking ACL 2018

Global Attention for Name Tagging CONLL 2018

Creative Language Encoding under Censorship COLING 2018

Visualizing Group Dynamics based on Multiparty Meeting Understanding EMNLP 2018

Proceedings of ACL 2017, System Demonstrations ACL 2017

Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging IJCNLP 2017

Cross-lingual Name Tagging and Linking for 282 Languages ACL 2017

Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ACL 2017

Team ELISA System for DARPA LORELEI Speech Evaluation 2016 INTERSPEECH 2017

Open Relation Extraction and Grounding IJCNLP 2017

List-only Entity Linking ACL 2017

Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures EMNLP 2017

Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach EMNLP 2017

Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters EMNLP 2017

AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding EMNLP 2016

Bitext Name Tagging for Cross-lingual Entity Annotation Projection COLING 2016

Liberal Event Extraction and Event Schema Induction ACL 2016

CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser SEMEVAL 2016

Unsupervised Person Slot Filling based on Graph Mining ACL 2016

A Language-Independent Neural Network for Event Detection ACL 2016

Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning NAACL 2016

Cross-genre Event Extraction with Knowledge Enrichment NAACL 2016

Cross-media Event Extraction and Recommendation NAACL 2016

A Multi-media Approach to Cross-lingual Entity Knowledge Transfer ACL 2016

The Gun Violence Database: A new task and data set for NLP EMNLP 2016

Biography-Dependent Collaborative Entity Archiving for Slot Filling EMNLP 2015

Successful Data Mining Methods for NLP ACL 2015

One Tense per Scene: Predicting Tense in Chinese Conversations ACL 2015

Seed-Based Event Trigger Labeling: How far can event descriptions get us? ACL 2015

A Dependency-Based Neural Network for Relation Classification ACL 2015

Detecting Deceptive Groups Using Conversations and Network Analysis ACL 2015

Context-aware Entity Morph Decoding ACL 2015

Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles ACL 2015

Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations IJCAI 2015

Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles IJCNLP 2015

Context-aware Entity Morph Decoding IJCNLP 2015

Detecting Deceptive Groups Using Conversations and Network Analysis IJCNLP 2015

A Dependency-Based Neural Network for Relation Classification IJCNLP 2015

Seed-Based Event Trigger Labeling: How far can event descriptions get us? IJCNLP 2015

One Tense per Scene: Predicting Tense in Chinese Conversations IJCNLP 2015

Successful Data Mining Methods for NLP IJCNLP 2015

Unsupervised Entity Linking with Abstract Meaning Representation NAACL 2015

Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction NAACL 2015

Language and Domain Independent Entity Linking with Quantified Collective Validation EMNLP 2015

Name List Only? Target Entity Disambiguation in Short Texts EMNLP 2015

Cross-document Event Coreference Resolution based on Cross-media Features EMNLP 2015

An Iterative Link-based Method for Parallel Web Page Mining EMNLP 2014

Incremental Joint Extraction of Entity Mentions and Relations ACL 2014

How to Speak a Language without Knowing It ACL 2014

The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding COLING 2014

Analysis and Refinement of Temporal Relation Aggregation COLING 2014

Joint Learning of Chinese Words, Terms and Keywords EMNLP 2014

Two-Stage Hashing for Fast Document Retrieval ACL 2014

Constructing Information Networks Using One Single Model EMNLP 2014

Be Appropriate and Funny: Automatic Entity Morph Encoding ACL 2014

Wikification and Beyond: The Challenges of Entity and Concept Grounding ACL 2014

Collective Tweet Wikification based on Semi-supervised Graph Regularization ACL 2014

Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media ACL 2013

Joint Event Extraction via Structured Prediction with Global Features ACL 2013

Name-aware Machine Translation ACL 2013

Resolving Entity Morphs in Censored Data ACL 2013

Analysis and Enhancement of Wikification for Microblogs with Context Expansion COLING 2012

Tweet Ranking Based on Heterogeneous Networks COLING 2012

Collaborative Ranking: A Case Study on Entity Linking EMNLP 2011

Knowledge Base Population: Successful Approaches and Challenges ACL 2011

Challenges from Information Extraction to Information Fusion COLING 2010

Utility Evaluation of Cross-document Information Extraction NAACL 2010

Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion COLING 2010

Language Specific Issue and Feature Exploration in Chinese Event Extraction NAACL 2009

Predicting Unknown Time Arguments based on Cross-Event Propagation IJCNLP 2009

Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task IJCNLP 2009

Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task ACL 2009

Predicting Unknown Time Arguments based on Cross-Event Propagation ACL 2009

Cross-document Temporal and Spatial Person Tracking System Demonstration NAACL 2009

Refining Event Extraction through Cross-Document Inference ACL 2008

Analysis and Repair of Name Tagger Errors COLING 2006

Analysis and Repair of Name Tagger Errors ACL 2006

Using Semantic Relations to Refine Coreference Decisions EMNLP 2005

Improving Name Tagging by Reference Resolution and Relation Detection ACL 2005