← Authors

Luheng He

23 papers · 2013–2022 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (36) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (9) πŸ’Ž Century Club (23) ⚑ Prolific Year (6) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (83)

Conferences

EMNLP (8) ACL (6) NAACL (5) IJCNLP (3) CONLL (1)

Top co-authors

Luke Zettlemoyer (9) Kenton Lee (6) Mike Lewis (5) yuan zhang (4) Panupong Pasupat (4) Julian Michael (3) Aditya Gupta (3) Dian Yu (3) Xinya Du (3) Qi Li (3)

Keywords

neural network (4) coreference resolution (4) slot filling (3) question answering (3) span representation (2) dialogue understanding (2) program execution (2) relation extraction (2) deep learning (2) information extraction (2) multi-task learning (2) machine reading comprehension (2) question generation (2) numerical reasoning (2) attention mechanism (2) semantic role labeling (2) zero-shot learning (2) contextual reasoning (2) weak supervision (2) pre-trained language model (2)

Papers

TableFormer: Robust Transformer Modeling for Table-Text Encoding ACL 2022
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining IJCNLP 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog IJCNLP 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog ACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021
Few-shot Intent Classification and Slot Filling with Retrieved Examples NAACL 2021
Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP 2021
Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements EMNLP 2020
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension IJCNLP 2019
A general framework for information extraction using dynamic span graphs NAACL 2019
PAWS: Paraphrase Adversaries from Word Scrambling NAACL 2019
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension EMNLP 2019
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction EMNLP 2018
Large-Scale QA-SRL Parsing ACL 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling ACL 2018
Crowdsourcing Question-Answer Meaning Representations NAACL 2018
Higher-Order Coreference Resolution with Coarse-to-Fine Inference NAACL 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
Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language EMNLP 2015
Joint A* CCG Parsing and Semantic Role Labelling EMNLP 2015
Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction CONLL 2013