← Authors

Jinfeng Rao

18 papers · 2016–2023 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (37) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (11) πŸ† Keyword Champion (2) ⚑ Prolific Year (10) πŸš€ Conference Pioneer πŸ’Ž Century Club (18) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (71) ❓ The Questioner

Conferences

EMNLP (6) ACL (4) ICLR (3) IJCNLP (2) AAAI (1) NAACL (1) SEMEVAL (1)

Top co-authors

Yi Tay (11) Jimmy Lin (7) Donald Metzler (6) Mostafa Dehghani (5) Wei Yang (5) Linqing Liu (4) Sanket Vaibhav Mehta (3) Peng Shi (3) Samira Abnar (3) Aston Zhang (2)

Research topics

Architectures (1) Optimization & Theory (1)

Keywords

relevance matching (3) question answering (3) information retrieval (2) representation learning (2) neural network (2) compositional representation (2) co-attention mechanism (2) few-shot learning (2) semantic similarity (2) text generation (2) scaling law (2) tree lstm (2) syntactic structure (2) semantic matching (2) reading comprehension (1) model architecture (1) curriculum learning (1) language modeling (1) natural language processing (1) continual learning (1)

Papers

Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling? EMNLP 2023
DSI++: Updating Transformer Memory with New Documents EMNLP 2023
Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023
Scale Efficiently: Insights from Pretraining and Finetuning Transformers ICLR 2022
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning ICLR 2022
Improving Compositional Generalization with Self-Training for Data-to-Text Generation ACL 2022
Long Range Arena : A Benchmark for Efficient Transformers ICLR 2021
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling IJCNLP 2019
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling IJCNLP 2019
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts NAACL 2019
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search AAAI 2019
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue ACL 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives ACL 2019
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling EMNLP 2019
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling EMNLP 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