Karl Stratos

42 papers · 2012–2025 · 11 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (65) 🌍 Conference Polyglot (11) 🏃 Academic Marathon (13) 🌈 Renaissance Researcher (7) 🌟 Keyword Trendsetter Combo (7) 🧬 Topic Evolution 🤝 Dynamic Duo (12) 🔥 Unstoppable (14) 🗃️ Keyword Collector (112) ⚡ Prolific Year (6) 💎 Century Club (42) 📈 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

Young-Bum Kim (12) Ruhi Sarikaya (10) Michael Collins (7) Kevin Gimpel (5) Zewei Chu (5) Sam Wiseman (5) Wenzheng Zhang (4) Lyle Ungar (4) Mingda Chen (4) Shay B. Cohen (4)

Research topics

Linguistics (1)

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 Models’ 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