Jinfeng Rao
16 papers · 2016–2023 · 6 venues · across top CS/AI venues
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Research topics
Deep Learning
(12)
Machine Learning
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Natural Language Processing
(7)
Artificial Intelligence
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Core Methods
(5)
Optimization & Theory
(5)
Core AI
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Generation
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Learning Types Β· Machine Learning
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Keywords
scaling law
(3)
transformer architecture
(2)
relevance matching
(2)
transfer learning
(2)
few-shot learning
(2)
text generation
(2)
parameter efficiency
(2)
neural network
(2)
benchmark suite
(1)
question answering
(1)
continual learning
(1)
attention mechanism
(1)
information retrieval
(1)
language modeling
(1)
curriculum learning
(1)
multi-task learning
(1)
document retrieval
(1)
task-oriented dialogue
(1)
semantic representation
(1)
reading comprehension
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Papers
DSI++: Updating Transformer Memory with New Documents
EMNLP 2023
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?
EMNLP 2023
Transcending Scaling Laws with 0.1% Extra Compute
EMNLP 2023
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
ICLR 2022
Improving Compositional Generalization with Self-Training for Data-to-Text Generation
ACL 2022
Scale Efficiently: Insights from Pretraining and Finetuning Transformers
ICLR 2022
Long Range Arena : A Benchmark for Efficient Transformers
ICLR 2021
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling
EMNLP 2019
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue
ACL 2019
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling
EMNLP 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks
ACL 2019
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search
AAAI 2019
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives
ACL 2019
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts
NAACL 2019
The OSU/Facebook Realizer for SRST 2019: Seq2Seq Inflection and Serialized Tree2Tree Linearization
EMNLP 2019
UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement
SemEval 2016