Karl Stratos - RankMe

77 papers A* 7A 3B 3C 2Journal 32Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ReNCE: Learning to Reason by Noise Contrastive Estimation. CoRR Wenzheng Zhang, Karl Stratos
2025	J	`jnl`	Essential-Web v1.0: 24T tokens of organized web data. CoRR Andrew Hojel, Michael Pust, Tim Romanski, Yash Vanjani, Ritvik Kapila, Mohit Parmar, Adarsh Chaluvaraju, Alok Tripathy, Anil Thomas, Ashish Tanwer, Darsh J. Shah, Ishaan Shah, Karl Stratos, Khoi Nguyen, Kurt Smith, Michael Callahan, Peter Rushton, Philip Monk, Platon Mazarakis, Saad Jamal, Saurabh Srivastava, Somanshu Singla, Ashish Vaswani
2025	—	`conf`	ImpRAG: Retrieval-Augmented Generation with Implicit Queries. EMNLP (Findings) Wenzheng Zhang, Xi Victoria Lin, Karl Stratos, Wen-tau Yih, Mingda Chen
2025	J	`jnl`	ImpRAG: Retrieval-Augmented Generation with Implicit Queries. CoRR Wenzheng Zhang, Xi Victoria Lin, Karl Stratos, Wen-tau Yih, Mingda Chen
2025	J	`jnl`	Practical Efficiency of Muon for Pretraining. CoRR Ishaan Shah, Anthony M. Polloreno, Karl Stratos, Philip Monk, Adarsh Chaluvaraju, Andrew Hojel, Andrew Ma, Anil Thomas, Ashish Tanwer, Darsh J. Shah, Khoi Nguyen, Kurt Smith, Michael Callahan, Michael Pust, Mohit Parmar, Peter Rushton, Platon Mazarakis, Ritvik Kapila, Saurabh Srivastava, Somanshu Singla, Tim Romanski, Yash Vanjani, Ashish Vaswani
2025	J	`jnl`	Rethinking Reflection in Pre-Training. CoRR Darsh J. Shah, Peter Rushton, Somanshu Singla, Mohit Parmar, Kurt Smith, Yash Vanjani, Ashish Vaswani, Adarsh Chaluvaraju, Andrew Hojel, Andrew Ma, Anil Thomas, Anthony M. Polloreno, Ashish Tanwer, Burhan Drak Sibai, Divya S. Mansingka, Divya Shivaprasad, Ishaan Shah, Karl Stratos, Khoi Nguyen, Michael Callahan, Michael Pust, Mrinal Iyer, Philip Monk, Platon Mazarakis, Ritvik Kapila, Saurabh Srivastava, Tim Romanski
2025	—	`conf`	The Impact of Visual Information in Chinese Characters: Evaluating Large Models' Ability to Recognize and Utilize Radicals. NAACL (Long Papers) Xiaofeng Wu, Karl Stratos, Wei Xu
2024	J	`jnl`	Model Editing by Pure Fine-Tuning. CoRR Govind Krishnan Gangadhar, Karl Stratos
2024	—	`conf`	Model Editing by Standard Fine-Tuning. ACL (Findings) Govind Krishnan Gangadhar, Karl Stratos
2024	J	`jnl`	The Impact of Visual Information in Chinese Characters: Evaluating Large Models' Ability to Recognize and Utilize Radicals. CoRR Xiaofeng Wu, Karl Stratos, Wei Xu
2023	J	`jnl`	Improving Multitask Retrieval by Promoting Task Specialization. CoRR Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk
2023	J	`jnl`	Improving Multitask Retrieval by Promoting Task Specialization. Trans. Assoc. Comput. Linguistics Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk
2023	A*	`conf`	Seq2seq is All You Need for Coreference Resolution. EMNLP Wenzheng Zhang, Sam Wiseman, Karl Stratos
2023	J	`jnl`	Seq2seq is All You Need for Coreference Resolution. CoRR Wenzheng Zhang, Sam Wiseman, Karl Stratos
2022	A*	`conf`	EntQA: Entity Linking as Question Answering. ICLR Wenzheng Zhang, Wenyue Hua, Karl Stratos
2021	—	`conf`	Data-to-text Generation by Splicing Together Nearest Neighbors. EMNLP (1) Sam Wiseman, Arturs Backurs, Karl Stratos
2021	J	`jnl`	EntQA: Entity Linking as Question Answering. CoRR Wenzheng Zhang, Wenyue Hua, Karl Stratos
2021	—	`conf`	Fast and Effective Biomedical Entity Linking Using a Dual Encoder. LOUHI@EACL Rajarshi Bhowmik, Karl Stratos, Gerard de Melo
2021	J	`jnl`	Fast and Effective Biomedical Entity Linking Using a Dual Encoder. CoRR Rajarshi Bhowmik, Karl Stratos, Gerard de Melo
2021	J	`jnl`	Generating (Formulaic) Text by Splicing Together Nearest Neighbors. CoRR Sam Wiseman, Arturs Backurs, Karl Stratos
2021	—	`conf`	NATCAT: Weakly Supervised Text Classification with Naturally Annotated Resources. AKBC Zewei Chu, Karl Stratos, Kevin Gimpel
2021	—	`conf`	Understanding Hard Negatives in Noise Contrastive Estimation. NAACL-HLT Wenzheng Zhang, Karl Stratos
2021	J	`jnl`	Understanding Hard Negatives in Noise Contrastive Estimation. CoRR Wenzheng Zhang, Karl Stratos
2021	—	`conf`	Unsupervised Label Refinement Improves Dataless Text Classification. ACL/IJCNLP (Findings) Zewei Chu, Karl Stratos, Kevin Gimpel
2020	A*	`conf`	Discrete Latent Variable Representations for Low-Resource Text Classification. ACL Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu
2020	J	`jnl`	Discrete Latent Variable Representations for Low-Resource Text Classification. CoRR Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu
2020	A	`conf`	Formal Limitations on the Measurement of Mutual Information. AISTATS David McAllester, Karl Stratos
2020	A*	`conf`	Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information. ICML Karl Stratos, Sam Wiseman
2020	J	`jnl`	Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information. CoRR Karl Stratos, Sam Wiseman
2020	—	`conf`	Mining Knowledge for Natural Language Inference from Wikipedia Categories. EMNLP (Findings) Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel
2020	J	`jnl`	Mining Knowledge for Natural Language Inference from Wikipedia Categories. CoRR Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel
2020	J	`jnl`	Natcat: Weakly Supervised Text Classification with Naturally Annotated Datasets. CoRR Zewei Chu, Karl Stratos, Kevin Gimpel
2020	J	`jnl`	Unsupervised Label Refinement Improves Dataless Text Classification. CoRR Zewei Chu, Karl Stratos, Kevin Gimpel
2020	J	`jnl`	kōan: A Corrected CBOW Implementation. CoRR Ozan Irsoy, Adrian Benton, Karl Stratos
2019	—	`conf`	EntEval: A Holistic Evaluation Benchmark for Entity Representations. EMNLP/IJCNLP (1) Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel
2019	J	`jnl`	EntEval: A Holistic Evaluation Benchmark for Entity Representations. CoRR Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel
2019	—	`conf`	Label-Agnostic Sequence Labeling by Copying Nearest Neighbors. ACL (1) Sam Wiseman, Karl Stratos
2019	J	`jnl`	Label-Agnostic Sequence Labeling by Copying Nearest Neighbors. CoRR Sam Wiseman, Karl Stratos
2019	—	`conf`	Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction. NAACL-HLT (1) Karl Stratos
2018	J	`jnl`	Formal Limitations on the Measurement of Mutual Information. CoRR David McAllester, Karl Stratos
2018	J	`jnl`	Inter-Annotator Agreement Networks. CoRR Karl Stratos
2018	J	`jnl`	OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding. CoRR Young-Bum Kim, Sungjin Lee, Karl Stratos
2017	J	`jnl`	A Framework for pre-training hidden-unit conditional random fields and its extension to long short term memory networks. Comput. Speech Lang. Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2017	A*	`conf`	A Sub-Character Architecture for Korean Language Processing. EMNLP Karl Stratos
2017	J	`jnl`	A Sub-Character Architecture for Korean Language Processing. CoRR Karl Stratos
2017	—	`conf`	Adversarial Adaptation of Synthetic or Stale Data. ACL (1) Young-Bum Kim, Karl Stratos, Dongchan Kim
2017	—	`conf`	Domain Attention with an Ensemble of Experts. ACL (1) Young-Bum Kim, Karl Stratos, Dongchan Kim
2017	—	`conf`	Entity Identification as Multitasking. SPNLP@EMNLP Karl Stratos
2017	C	`conf`	ONENET: Joint domain, intent, slot prediction for spoken language understanding. ASRU Young-Bum Kim, Sungjin Lee, Karl Stratos
2017	—	`conf`	Reconstruction of Word Embeddings from Sub-Word Parameters. SWCN@EMNLP Karl Stratos
2017	J	`jnl`	Reconstruction of Word Embeddings from Sub-Word Parameters. CoRR Karl Stratos
2016	—	`conf`	A Probabilistic Ranking Model for Audio Stream Retrieval. MARMI@ICMR YoungHoon Jung, Jaehwan Koo, Karl Stratos, Luca P. Carloni
2016	B	`conf`	Domainless Adaptation by Constrained Decoding on a Schema Lattice. COLING Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2016	B	`conf`	Frustratingly Easy Neural Domain Adaptation. COLING Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2016	J	`jnl`	Large Scale Retrieval and Generation of Image Descriptions. Int. J. Comput. Vis. 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
2016	J	`jnl`	Mention2Vec: Entity Identification as Multitasking. CoRR Karl Stratos
2016	—	`conf`	Scalable Semi-Supervised Query Classification Using Matrix Sketching. ACL (2) Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2016	—	`—`	Spectral Methods for Natural Language Processing. Karl Stratos
2016	J	`jnl`	Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models. Trans. Assoc. Comput. Linguistics Karl Stratos, Michael Collins, Daniel J. Hsu
2015	—	`conf`	Compact Lexicon Selection with Spectral Methods. ACL (2) Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya
2015	A*	`conf`	LN-Annote: An Alternative Approach to Information Extraction from Emails using Locally-Customized Named-Entity Recognition. WWW YoungHoon Jung, Karl Stratos, Luca P. Carloni
2015	—	`conf`	Model-based Word Embeddings from Decompositions of Count Matrices. ACL (1) Karl Stratos, Michael Collins, Daniel J. Hsu
2015	—	`conf`	New Transfer Learning Techniques for Disparate Label Sets. ACL (1) Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
2015	—	`conf`	Pre-training of Hidden-Unit CRFs. ACL (2) Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2015	—	`conf`	Simple Semi-Supervised POS Tagging. VS@HLT-NAACL Karl Stratos, Michael Collins
2015	—	`conf`	Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs. HLT-NAACL Young-Bum Kim, Minwoo Jeong, Karl Stratos, Ruhi Sarikaya
2014	A	`conf`	A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language. UAI Karl Stratos, Do-kyum Kim, Michael Collins, Daniel J. Hsu
2014	J	`jnl`	Spectral learning of latent-variable PCFGs: algorithms and sample complexity. J. Mach. Learn. Res. Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
2013	—	`conf`	Experiments with Spectral Learning of Latent-Variable PCFGs. HLT-NAACL Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
2013	—	`conf`	Spectral Learning Algorithms for Natural Language Processing. HLT-NAACL Shay B. Cohen, Michael Collins, Dean P. Foster, Karl Stratos, Lyle H. Ungar
2013	B	`conf`	Spectral Learning of Refinement HMMs. CoNLL Karl Stratos, Alexander M. Rush, Shay B. Cohen, Michael Collins
2012	—	`conf`	Detecting Visual Text. HLT-NAACL 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
2012	A	`conf`	Midge: Generating Image Descriptions From Computer Vision Detections. EACL Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa C. Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III
2012	—	`conf`	Spectral Learning of Latent-Variable PCFGs. ACL (1) Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
2012	A*	`conf`	Understanding and predicting importance in images. CVPR 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
2011	C	`conf`	Episodic Logic: Natural Logic + Reasoning. KEOD Karl Stratos, Lenhart K. Schubert, Jonathan Gordon
2011	—	`conf`	Towards Adequate Knowledge and Natural Inference. AAAI Fall Symposium: Advances in Cognitive Systems Lenhart K. Schubert, Jonathan Gordon, Karl Stratos, Adina Rubinoff