Patrick Xia
22 papers · 2017–2025 · 9 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (50) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
🤝
Dynamic Duo
(18)
❓
The Questioner
(3)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🗃️
Keyword Collector
(114)
Top co-authors
Research topics
Natural Language Processing
(20)
Machine Learning
(13)
Artificial Intelligence
(10)
Applications
(10)
Deep Learning
(9)
Learning Types · Deep Learning
(8)
Learning Types · Machine Learning
(7)
Resources & Methods
(7)
Understanding
(7)
Core AI
(6)
Generation
(6)
Architectures
(4)
Core Methods
(4)
Learning Paradigms
(4)
Application Areas
(3)
Keywords
coreference resolution
(7)
transfer learning
(5)
large language model
(4)
language modeling
(3)
in-context learning
(3)
named entity recognition
(3)
data augmentation
(2)
event extraction
(2)
self-supervised learning
(2)
text representation
(2)
neural network
(2)
domain adaptation
(1)
argument extraction
(1)
semantic parsing
(1)
information extraction
(1)
zero-shot learning
(1)
text alignment
(1)
domain generalization
(1)
word alignment
(1)
dependency parsing
(1)
Papers
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
ICLR 2025
Multi-Field Adaptive Retrieval
ICLR 2025
Interpreting User Requests in the Context of Natural Language Standing Instructions
NAACL 2024
Language-to-Code Translation with a Single Labeled Example
EMNLP 2024
Learning to Retrieve Iteratively for In-Context Learning
EMNLP 2024
Natural Language Decomposition and Interpretation of Complex Utterances
IJCAI 2024
Few-Shot Adaptation for Parsing Contextual Utterances with LLMs
IJCNLP 2023
Adapting Coreference Resolution Models through Active Learning
ACL 2022
Automatic Document Selection for Efficient Encoder Pretraining
EMNLP 2022
Online Neural Coreference Resolution with Rollback
COLING 2022
LOME: Large Ontology Multilingual Extraction
EACL 2021
Moving on from OntoNotes: Coreference Resolution Model Transfer
EMNLP 2021
On Generalization in Coreference Resolution
EMNLP 2021
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models
EMNLP 2020
Incremental Neural Coreference Resolution in Constant Memory
EMNLP 2020
Multi-Sentence Argument Linking
ACL 2020
Which *BERT? A Survey Organizing Contextualized Encoders
EMNLP 2020
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling
ACL 2019
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting
NAACL 2019
What do you learn from context? Probing for sentence structure in contextualized word representations
ICLR 2019
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages
CoNLL 2017
Deriving Consensus for Multi-Parallel Corpora: an English Bible Study
IJCNLP 2017