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Pre-trained word embeddings learned from unlabeled text have become a standard component of neural network architectures for NLP tasks. However, in most cases, the recurrent network that operates on… (More)
- Chandra Bhagavatula, Thanapon Noraset, Doug Downey
- International Semantic Web Conference
- 2015
Web tables form a valuable source of relational data. The Web contains an estimated 154 million HTML tables of relational data, with Wikipedia alone containing 1.6 million high-quality tables.… (More)
- Chandra Bhagavatula, Thanapon Noraset, Doug Downey
- IDEA@KDD
- 2013
Knowledge bases extracted automatically from the Web present new opportunities for data mining and exploration. Given a large, heterogeneous set of extracted relations, new tools are needed for… (More)
- Thanapon Noraset, Chandra Bhagavatula, Doug Downey
- EMNLP
- 2014
Wikipedia’s link structure is a valuable resource for natural language processing tasks, but only a fraction of the concepts mentioned in each article are annotated with hyperlinks. In this paper, we… (More)
- Maarten Sap, Ronan Le Bras, +6 authors Yejin Choi
- AAAI
- 2019
We present ATOMIC, an atlas of everyday commonsense reasoning, organized through 877k textual descriptions of inferential knowledge. Compared to existing resources that center around taxonomic… (More)
- Chandra Bhagavatula, Sergey Feldman, Russell Power, Waleed Ammar
- NAACL-HLT
- 2018
We present a content-based method for recommending citations in an academic paper draft. We embed a given query document into a vector space, then use its nearest neighbors as candidates, and rerank… (More)
- Waleed Ammar, Dirk Groeneveld, +20 authors Oren Etzioni
- NAACL-HLT
- 2018
We describe a deployed scalable system for organizing published scientific literature into a heterogeneous graph to facilitate algorithmic manipulation and discovery. The resulting literature graph… (More)
- Thanapon Noraset, Chandra Bhagavatula, Doug Downey
- ERD@SIGIR
- 2014
In this paper, we report on our participation in Entity Recognition and Disambiguation Challenge 2014. We present WebSAIL Wikifier, an entity recognition and disambiguation system that identifies and… (More)
Web Information Extraction (WIE) is the task of automatically extracting knowledge from Web content. On-demand WIE systems such as KNOWITNOW [1] and TEXTRUNNER [2] allow users to query the Web for a… (More)