Karl Stratos

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 50

Top Topics

Mutual Information

Text Classification

Natural Language

Nearest Neighbor

Top Venues

Publications

Govind Krishnan Gangadhar, Karl Stratos
Model Editing by Standard Fine-Tuning. ACL (Findings) (2024)
Govind Gangadhar, Karl Stratos
Model Editing by Pure Fine-Tuning. CoRR (2024)
Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk
Improving Multitask Retrieval by Promoting Task Specialization. CoRR (2023)
Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk
Improving Multitask Retrieval by Promoting Task Specialization. Trans. Assoc. Comput. Linguistics 11 (2023)
Wenzheng Zhang, Sam Wiseman, Karl Stratos
Seq2seq is All You Need for Coreference Resolution. EMNLP (2023)
Wenzheng Zhang, Sam Wiseman, Karl Stratos
Seq2seq is All You Need for Coreference Resolution. CoRR (2023)
Wenzheng Zhang, Wenyue Hua, Karl Stratos
EntQA: Entity Linking as Question Answering. ICLR (2022)
Zewei Chu, Karl Stratos, Kevin Gimpel
Unsupervised Label Refinement Improves Dataless Text Classification. ACL/IJCNLP (Findings) (2021)
Wenzheng Zhang, Wenyue Hua, Karl Stratos
EntQA: Entity Linking as Question Answering. CoRR (2021)
Sam Wiseman, Arturs Backurs, Karl Stratos
Data-to-text Generation by Splicing Together Nearest Neighbors. EMNLP (1) (2021)
Zewei Chu, Karl Stratos, Kevin Gimpel
NATCAT: Weakly Supervised Text Classification with Naturally Annotated Resources. AKBC (2021)
Wenzheng Zhang, Karl Stratos
Understanding Hard Negatives in Noise Contrastive Estimation. NAACL-HLT (2021)
Sam Wiseman, Arturs Backurs, Karl Stratos
Generating (Formulaic) Text by Splicing Together Nearest Neighbors. CoRR (2021)
Rajarshi Bhowmik, Karl Stratos, Gerard de Melo
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. LOUHI@EACL (2021)
Wenzheng Zhang, Karl Stratos
Understanding Hard Negatives in Noise Contrastive Estimation. CoRR (2021)
Rajarshi Bhowmik, Karl Stratos, Gerard de Melo
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. CoRR (2021)
Zewei Chu, Karl Stratos, Kevin Gimpel
Unsupervised Label Refinement Improves Dataless Text Classification. CoRR (2020)
Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu
Discrete Latent Variable Representations for Low-Resource Text Classification. CoRR (2020)
Karl Stratos, Sam Wiseman
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information. ICML (2020)
Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu
Discrete Latent Variable Representations for Low-Resource Text Classification. ACL (2020)
David McAllester, Karl Stratos
Formal Limitations on the Measurement of Mutual Information. AISTATS (2020)
Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel
Mining Knowledge for Natural Language Inference from Wikipedia Categories. EMNLP (Findings) (2020)
Zewei Chu, Karl Stratos, Kevin Gimpel
Natcat: Weakly Supervised Text Classification with Naturally Annotated Datasets. CoRR (2020)
Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel
Mining Knowledge for Natural Language Inference from Wikipedia Categories. CoRR (2020)
Karl Stratos, Sam Wiseman
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information. CoRR (2020)
Ozan Irsoy, Adrian Benton, Karl Stratos
kōan: A Corrected CBOW Implementation. CoRR (2020)
Sam Wiseman, Karl Stratos
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors. ACL (1) (2019)
Sam Wiseman, Karl Stratos
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors. CoRR (2019)
Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel
EntEval: A Holistic Evaluation Benchmark for Entity Representations. CoRR (2019)
Karl Stratos
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction. NAACL-HLT (1) (2019)
Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel
EntEval: A Holistic Evaluation Benchmark for Entity Representations. EMNLP/IJCNLP (1) (2019)
David McAllester, Karl Stratos
Formal Limitations on the Measurement of Mutual Information. CoRR (2018)
Young-Bum Kim, Sungjin Lee, Karl Stratos
OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding. CoRR (2018)
Karl Stratos
Inter-Annotator Agreement Networks. CoRR (2018)
Karl Stratos
Entity Identification as Multitasking. SPNLP@EMNLP (2017)
Karl Stratos
A Sub-Character Architecture for Korean Language Processing. EMNLP (2017)
Karl Stratos
Reconstruction of Word Embeddings from Sub-Word Parameters. SWCN@EMNLP (2017)
Karl Stratos
A Sub-Character Architecture for Korean Language Processing. CoRR (2017)
Young-Bum Kim, Karl Stratos, Dongchan Kim
Adversarial Adaptation of Synthetic or Stale Data. ACL (1) (2017)
Young-Bum Kim, Sungjin Lee, Karl Stratos
ONENET: Joint domain, intent, slot prediction for spoken language understanding. ASRU (2017)
Karl Stratos
Reconstruction of Word Embeddings from Sub-Word Parameters. CoRR (2017)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
A Framework for pre-training hidden-unit conditional random fields and its extension to long short term memory networks. Comput. Speech Lang. 46 (2017)
Young-Bum Kim, Karl Stratos, Dongchan Kim
Domain Attention with an Ensemble of Experts. ACL (1) (2017)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Scalable Semi-Supervised Query Classification Using Matrix Sketching. ACL (2) (2016)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Frustratingly Easy Neural Domain Adaptation. COLING (2016)
Karl Stratos, Michael Collins, Daniel J. Hsu
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models. Trans. Assoc. Comput. Linguistics 4 (2016)
Karl Stratos
Mention2Vec: Entity Identification as Multitasking. CoRR (2016)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Domainless Adaptation by Constrained Decoding on a Schema Lattice. COLING (2016)
YoungHoon Jung, Jaehwan Koo, Karl Stratos, Luca P. Carloni
A Probabilistic Ranking Model for Audio Stream Retrieval. MARMI@ICMR (2016)
Vicente Ordonez, Xufeng Han, Polina Kuznetsova, Girish Kulkarni, Margaret Mitchell, Kota Yamaguchi, Karl Stratos, Amit Goyal, Jesse Dodge, Alyssa C. Mensch, Hal Daumé III, Alexander C. Berg, Yejin Choi, Tamara L. Berg
Large Scale Retrieval and Generation of Image Descriptions. Int. J. Comput. Vis. 119 (1) (2016)
Karl Stratos, Michael Collins
Simple Semi-Supervised POS Tagging. VS@HLT-NAACL (2015)
Young-Bum Kim, Minwoo Jeong, Karl Stratos, Ruhi Sarikaya
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs. HLT-NAACL (2015)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
New Transfer Learning Techniques for Disparate Label Sets. ACL (1) (2015)
YoungHoon Jung, Karl Stratos, Luca P. Carloni
LN-Annote: An Alternative Approach to Information Extraction from Emails using Locally-Customized Named-Entity Recognition. WWW (2015)
Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya
Compact Lexicon Selection with Spectral Methods. ACL (2) (2015)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Pre-training of Hidden-Unit CRFs. ACL (2) (2015)
Karl Stratos, Michael Collins, Daniel J. Hsu
Model-based Word Embeddings from Decompositions of Count Matrices. ACL (1) (2015)
Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
Spectral learning of latent-variable PCFGs: algorithms and sample complexity. J. Mach. Learn. Res. 15 (1) (2014)
Karl Stratos, Do-kyum Kim, Michael Collins, Daniel J. Hsu
A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language. UAI (2014)
Shay B. Cohen, Michael Collins, Dean P. Foster, Karl Stratos, Lyle H. Ungar
Spectral Learning Algorithms for Natural Language Processing. HLT-NAACL (2013)
Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
Experiments with Spectral Learning of Latent-Variable PCFGs. HLT-NAACL (2013)
Karl Stratos, Alexander M. Rush, Shay B. Cohen, Michael Collins
Spectral Learning of Refinement HMMs. CoNLL (2013)
Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa C. Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III
Midge: Generating Image Descriptions From Computer Vision Detections. EACL (2012)
Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daumé III, Alexander C. Berg, Tamara L. Berg
Detecting Visual Text. HLT-NAACL (2012)
Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
Spectral Learning of Latent-Variable PCFGs. ACL (1) (2012)
Alexander C. Berg, Tamara L. Berg, Hal Daumé III, Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Aneesh Sood, Karl Stratos, Kota Yamaguchi
Understanding and predicting importance in images. CVPR (2012)
Karl Stratos, Lenhart K. Schubert, Jonathan Gordon
Episodic Logic: Natural Logic + Reasoning. KEOD (2011)
Lenhart K. Schubert, Jonathan Gordon, Karl Stratos, Adina Rubinoff
Towards Adequate Knowledge and Natural Inference. AAAI Fall Symposium: Advances in Cognitive Systems (2011)