Sotabase

Career

· Senior Research Scientist, Yahoo Research2024–
· Senior Research Scientist, Yahoo Research2018–2024
· PhD in Computer Science (Natural Language Processing), Columbia University2015–

Publications (36)

Predicting the impact of scientific concepts using full‐text features
J. Assoc. Inf. Sci. Technol. · 2016
79
cited
Spectral Clustering and Embedding with Hidden Markov Models
European Conference on Machine Learning · 2007
75
cited
Lightweight Multilingual Entity Extraction and Linking
Web Search and Data Mining · 2017
68
cited
The Role of Discourse Units in Near-Extractive Summarization
SIGDIAL Conference · 2016
64
cited
A Hierarchical Model of Web Summaries
Annual Meeting of the Association for Computational Linguistics · 2011
46
cited
Supervised Sentence Fusion with Single-Stage Inference
International Joint Conference on Natural Language Processing · 2013
44
cited
Effective Few-Shot Classification with Transfer Learning
International Conference on Computational Linguistics · 2020
38
cited
Time-Efficient Creation of an Accurate Sentence Fusion Corpus
North American Chapter of the Association for Computational Linguistics · 2010
38
cited
Sentence Compression with Joint Structural Inference
Conference on Computational Natural Language Learning · 2013
37
cited
Learning to Create Better Ads: Generation and Ranking Approaches for Ad Creative Refinement
International Conference on Information and Knowledge Management · 2020
32
cited
Corpus Creation for New Genres: A Crowdsourced Approach to PP Attachment
Mturk@HLT-NAACL · 2010
31
cited
A Joint Phrasal and Dependency Model for Paraphrase Alignment
International Conference on Computational Linguistics · 2012
25
cited
Optimal and Syntactically-Informed Decoding for Monolingual Phrase-Based Alignment
Annual Meeting of the Association for Computational Linguistics · 2011
24
cited
Towards Strict Sentence Intersection: Decoding and Evaluation Strategies
Monolingual@ACL · 2011
15
cited
Unsupervised Neologism Normalization Using Embedding Space Mapping
Conference on Empirical Methods in Natural Language Processing · 2019
14
cited
Salient Object-Aware Background Generation using Text-Guided Diffusion Models
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2024
13
cited
A Framework for Identifying Textual Redundancy
International Conference on Computational Linguistics · 2008
12
cited
Approximation Strategies for Multi-Structure Sentence Compression
Annual Meeting of the Association for Computational Linguistics · 2014
12
cited
Identifying Event Descriptions using Co-training with Online News Summaries
International Joint Conference on Natural Language Processing · 2011
12
cited
Towards Semi-Automated Annotation for Prepositional Phrase Attachment
International Conference on Language Resources and Evaluation · 2010
10
cited
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Kapil Thadani | Researcher Profile | Sotabase | Sotabase