Nelson F. Liu
18 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (7) ๐ Cross-Pollinator (5) ๐ Conference Polyglot (4) ๐งญ Keyword Pioneer ๐ Renaissance Researcher (6)
๐งญ
Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Conference Polyglot
(4)
๐ฑ
Topic Pioneer
๐ฅ
Mega-Team
(26)
๐ฅ
Unstoppable
(8)
โก
Prolific Year
(5)
๐
Trend Setter
๐
Century Club
(18)
โ
The Questioner
(2)
๐๏ธ
Keyword Collector
(96)
Conferences
ACL (7)
EMNLP (5)
NAACL (4)
IJCNLP (2)
Top co-authors
Keywords
question answering
(3)
transfer learning
(3)
reading comprehension
(2)
multiword expression
(2)
neural network
(2)
natural language processing
(2)
language model
(2)
sequence labeling
(2)
conditional random field
(2)
word embedding
(2)
pretrained language model
(2)
span selection
(2)
supersense tagging
(2)
lexical semantics
(2)
adversarial evaluation
(2)
model evaluation
(2)
coreference resolution
(2)
in-context learning
(1)
domain adaptation
(1)
natural language inference
(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 bAbIโs potential with dynamic synthetic benchmarking
NAACL 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models
ACL 2022
Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsets
EMNLP 2021
Lexical Semantic Recognition
ACL 2021
Lexical Semantic Recognition
IJCNLP 2021
Evaluating Modelsโ Local Decision Boundaries via Contrast Sets
EMNLP 2020
Linguistic Knowledge and Transferability of Contextual Representations
NAACL 2019
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets
NAACL 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
IJCNLP 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
EMNLP 2019
Barackโs Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling
ACL 2019
LSTMs Exploit Linguistic Attributes of Data
ACL 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform
ACL 2018
Discovering Phonesthemes with Sparse Regularization
NAACL 2018