Karl Stratos
42 papers · 2012–2025 · 11 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (11) π Cross-Pollinator (12)
π
Conference Polyglot
(11)
π
Academic Marathon
(13)
π
Renaissance Researcher
(7)
π
Keyword Trendsetter Combo
(7)
π§¬
Topic Evolution
π€
Dynamic Duo
(12)
π₯
Unstoppable
(14)
ποΈ
Keyword Collector
(112)
β‘
Prolific Year
(6)
π
Century Club
(42)
π
Trend Setter
Conferences
ACL (13)
EMNLP (7)
NAACL (7)
IJCNLP (6)
COLING (2)
EACL (2)
AISTATS (1)
CONLL (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Research topics
Keywords
domain adaptation
(4)
transfer learning
(3)
entity disambiguation
(3)
mutual information
(3)
entity representation
(2)
neural network
(2)
entity similarity
(2)
discrete representation
(2)
word embedding
(2)
pretrained language model
(2)
language model
(2)
slot filling
(2)
dependency parsing
(2)
nearest neighbor
(2)
intent classification
(2)
retrieval-augmented generation
(2)
sequence labeling
(2)
knowledge graph
(2)
entity typing
(2)
ensemble learning
(1)
Papers
The Impact of Visual Information in Chinese Characters: Evaluating Large Modelsβ Ability to Recognize and Utilize Radicals
NAACL 2025
ImpRAG: Retrieval-Augmented Generation with Implicit Queries
EMNLP 2025
Model Editing by Standard Fine-Tuning
ACL 2024
Seq2seq is All You Need for Coreference Resolution
EMNLP 2023
EntQA: Entity Linking as Question Answering
ICLR 2022
Data-to-text Generation by Splicing Together Nearest Neighbors
EMNLP 2021
Unsupervised Label Refinement Improves Dataless Text Classification
IJCNLP 2021
Unsupervised Label Refinement Improves Dataless Text Classification
ACL 2021
Understanding Hard Negatives in Noise Contrastive Estimation
NAACL 2021
Fast and Effective Biomedical Entity Linking Using a Dual Encoder
EACL 2021
Corrected CBOW Performs as well as Skip-gram
EMNLP 2021
Formal Limitations on the Measurement of Mutual Information
AISTATS 2020
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information
ICML 2020
Mining Knowledge for Natural Language Inference from Wikipedia Categories
EMNLP 2020
Discrete Latent Variable Representations for Low-Resource Text Classification
ACL 2020
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction
NAACL 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations
IJCNLP 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations
EMNLP 2019
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors
ACL 2019
Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments
ACL 2018
Adversarial Adaptation of Synthetic or Stale Data
ACL 2017
Domain Attention with an Ensemble of Experts
ACL 2017
A Sub-Character Architecture for Korean Language Processing
EMNLP 2017
Scalable Semi-Supervised Query Classification Using Matrix Sketching
ACL 2016
Frustratingly Easy Neural Domain Adaptation
COLING 2016
Domainless Adaptation by Constrained Decoding on a Schema Lattice
COLING 2016
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs
NAACL 2015
New Transfer Learning Techniques for Disparate Label Sets
ACL 2015
New Transfer Learning Techniques for Disparate Label Sets
IJCNLP 2015
Model-based Word Embeddings from Decompositions of Count Matrices
IJCNLP 2015
Pre-training of Hidden-Unit CRFs
IJCNLP 2015
Compact Lexicon Selection with Spectral Methods
IJCNLP 2015
Model-based Word Embeddings from Decompositions of Count Matrices
ACL 2015
Compact Lexicon Selection with Spectral Methods
ACL 2015
Pre-training of Hidden-Unit CRFs
ACL 2015
Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity
JMLR 2014
Experiments with Spectral Learning of Latent-Variable PCFGs
NAACL 2013
Spectral Learning Algorithms for Natural Language Processing
NAACL 2013
Spectral Learning of Refinement HMMs
CONLL 2013
Detecting Visual Text
NAACL 2012
Midge: Generating Image Descriptions From Computer Vision Detections
EACL 2012
Spectral Learning of Latent-Variable PCFGs
ACL 2012