Luheng He
20 papers · 2013–2022 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🗃️
Keyword Collector
(81)
📈
Trend Setter
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Natural Language Processing
(12)
Applications
(12)
Deep Learning
(7)
Understanding
(7)
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Core Methods
(5)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(3)
Techniques
(3)
Architectures
(2)
Computer Vision
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Keywords
neural network
(4)
coreference resolution
(4)
deep learning
(2)
relation extraction
(2)
multi-task learning
(2)
question generation
(2)
slot filling
(2)
attention mechanism
(2)
semantic role labeling
(2)
information extraction
(2)
span representation
(2)
question answering
(2)
semantic parsing
(1)
named entity recognition
(1)
text classification
(1)
natural language generation
(1)
natural language processing
(1)
sequence labeling
(1)
contextual reasoning
(1)
image captioning
(1)
Papers
TableFormer: Robust Transformer Modeling for Table-Text Encoding
ACL 2022
Few-shot Intent Classification and Slot Filling with Retrieved Examples
NAACL 2021
Graph-Based Decoding for Task Oriented Semantic Parsing
EMNLP 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining
ACL 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog
ACL 2021
Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements
EMNLP 2020
A general framework for information extraction using dynamic span graphs
NAACL 2019
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension
EMNLP 2019
PAWS: Paraphrase Adversaries from Word Scrambling
NAACL 2019
Crowdsourcing Question-Answer Meaning Representations
NAACL 2018
Higher-Order Coreference Resolution with Coarse-to-Fine Inference
NAACL 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling
ACL 2018
Large-Scale QA-SRL Parsing
ACL 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
EMNLP 2018
Deep Semantic Role Labeling: What Works and What’s Next
ACL 2017
End-to-end Neural Coreference Resolution
EMNLP 2017
Human-in-the-Loop Parsing
EMNLP 2016
Joint A* CCG Parsing and Semantic Role Labelling
EMNLP 2015
Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language
EMNLP 2015
Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction
CoNLL 2013