Nelson F. Liu
16 papers · 2018–2025 · 3 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 (49) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Mega-Team · Squad
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The Questioner
(2)
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(12)
Natural Language Processing
(10)
Learning Types · Machine Learning
(8)
Deep Learning
(7)
Applications
(6)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Learning Types · Deep Learning
(4)
Resources & Methods
(4)
Application Areas
(3)
Core AI
(3)
Core Methods
(3)
Learning Paradigms
(3)
Models
(3)
Understanding
(3)
Keywords
transfer learning
(3)
question answering
(3)
word embedding
(2)
model evaluation
(2)
language model
(2)
pre-trained language model
(2)
natural language processing
(2)
neural network
(2)
domain adaptation
(1)
model robustness
(1)
benchmark evaluation
(1)
natural language inference
(1)
in-context learning
(1)
lexical semantics
(1)
feature selection
(1)
empirical study
(1)
domain generalization
(1)
text representation
(1)
information retrieval
(1)
sentiment analysis
(1)
Papers
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models
EMNLP 2025
Inference and Verbalization Functions During In-Context Learning
EMNLP 2024
Are Sample-Efficient NLP Models More Robust?
ACL 2023
Do Question Answering Modeling Improvements Hold Across Benchmarks?
ACL 2023
Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking
NAACL 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models
ACL 2022
Lexical Semantic Recognition
ACL 2021
Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsets
EMNLP 2021
Evaluating Models’ Local Decision Boundaries via Contrast Sets
EMNLP 2020
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling
ACL 2019
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets
NAACL 2019
Linguistic Knowledge and Transferability of Contextual Representations
NAACL 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
EMNLP 2019
AllenNLP: A Deep Semantic Natural Language Processing Platform
ACL 2018
Discovering Phonesthemes with Sparse Regularization
NAACL 2018
LSTMs Exploit Linguistic Attributes of Data
ACL 2018