| 2025 | EMNLP | ImpRAG: Retrieval-Augmented Generation with Implicit Queries. | Wenzheng Zhang, Xi Victoria Lin, Karl Stratos, Wen-tau Yih, Mingda Chen |
| 2025 | NAACL | The Impact of Visual Information in Chinese Characters: Evaluating Large Models' Ability to Recognize and Utilize Radicals. | Xiaofeng Wu, Karl Stratos, Wei Xu |
| 2024 | ACL | Model Editing by Standard Fine-Tuning. | Govind Krishnan Gangadhar, Karl Stratos |
| 2023 | EMNLP | Seq2seq is All You Need for Coreference Resolution. | Wenzheng Zhang, Sam Wiseman, Karl Stratos |
| 2022 | ICLR | EntQA: Entity Linking as Question Answering. | Wenzheng Zhang, Wenyue Hua, Karl Stratos |
| 2021 | ACL | Unsupervised Label Refinement Improves Dataless Text Classification. | Zewei Chu, Karl Stratos, Kevin Gimpel |
| 2021 | EMNLP | Data-to-text Generation by Splicing Together Nearest Neighbors. | Sam Wiseman, Arturs Backurs, Karl Stratos |
| 2021 | NAACL | Understanding Hard Negatives in Noise Contrastive Estimation. | Wenzheng Zhang, Karl Stratos |
| 2020 | ACL | Discrete Latent Variable Representations for Low-Resource Text Classification. | Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu |
| 2020 | AISTATS | Formal Limitations on the Measurement of Mutual Information. | David McAllester, Karl Stratos |
| 2020 | EMNLP | Mining Knowledge for Natural Language Inference from Wikipedia Categories. | Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel |
| 2020 | ICML | Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information. | Karl Stratos, Sam Wiseman |
| 2019 | ACL | Label-Agnostic Sequence Labeling by Copying Nearest Neighbors. | Sam Wiseman, Karl Stratos |
| 2019 | EMNLP | EntEval: A Holistic Evaluation Benchmark for Entity Representations. | Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel |
| 2019 | NAACL | Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction. | Karl Stratos |
| 2017 | ACL | Domain Attention with an Ensemble of Experts. | Young-Bum Kim, Karl Stratos, Dongchan Kim |
| 2017 | ACL | Adversarial Adaptation of Synthetic or Stale Data. | Young-Bum Kim, Karl Stratos, Dongchan Kim |
| 2017 | ASRU | ONENET: Joint domain, intent, slot prediction for spoken language understanding. | Young-Bum Kim, Sungjin Lee, Karl Stratos |
| 2017 | EMNLP | A Sub-Character Architecture for Korean Language Processing. | Karl Stratos |
| 2017 | EMNLP | Reconstruction of Word Embeddings from Sub-Word Parameters. | Karl Stratos |
| 2017 | EMNLP | Entity Identification as Multitasking. | Karl Stratos |
| 2016 | ACL | Scalable Semi-Supervised Query Classification Using Matrix Sketching. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya |
| 2016 | COLING | Frustratingly Easy Neural Domain Adaptation. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya |
| 2016 | COLING | Domainless Adaptation by Constrained Decoding on a Schema Lattice. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya |
| 2015 | ACL | Compact Lexicon Selection with Spectral Methods. | Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya |
| 2015 | ACL | Pre-training of Hidden-Unit CRFs. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya |
| 2015 | ACL | New Transfer Learning Techniques for Disparate Label Sets. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong |
| 2015 | ACL | Model-based Word Embeddings from Decompositions of Count Matrices. | Karl Stratos, Michael Collins, Daniel J. Hsu |
| 2015 | NAACL | Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs. | Young-Bum Kim, Minwoo Jeong, Karl Stratos, Ruhi Sarikaya |
| 2015 | NAACL | Simple Semi-Supervised POS Tagging. | Karl Stratos, Michael Collins |
| 2015 | WWW | LN-Annote: An Alternative Approach to Information Extraction from Emails using Locally-Customized Named-Entity Recognition. | YoungHoon Jung, Karl Stratos, Luca P. Carloni |
| 2014 | UAI | A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language. | Karl Stratos, Do-kyum Kim, Michael Collins, Daniel J. Hsu |
| 2013 | CoNLL | Spectral Learning of Refinement HMMs. | Karl Stratos, Alexander M. Rush, Shay B. Cohen, Michael Collins |
| 2013 | NAACL | Spectral Learning Algorithms for Natural Language Processing. | Shay B. Cohen, Michael Collins, Dean P. Foster, Karl Stratos, Lyle H. Ungar |
| 2013 | NAACL | Experiments with Spectral Learning of Latent-Variable PCFGs. | Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar |
| 2012 | ACL | Spectral Learning of Latent-Variable PCFGs. | Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar |
| 2012 | CVPR | Understanding and predicting importance in images. | Alexander C. Berg, Tamara L. Berg, Hal Daum III, Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Aneesh Sood, Karl Stratos, Kota Yamaguchi |
| 2012 | EACL | Midge: Generating Image Descriptions From Computer Vision Detections. | Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa C. Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daum III |
| 2012 | NAACL | Detecting Visual Text. | Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daum III, Alexander C. Berg, Tamara L. Berg |
| 2011 | IC3K | Episodic Logic: Natural Logic + Reasoning. | Karl Stratos, Lenhart K. Schubert, Jonathan Gordon |