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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 8 of 8 1 ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Goyal, Pawan; Kar, Debanjana; Sarkar, Sudeshna. - : Underline Science Inc., 2021 Abstract: Most of the existing information extraction frameworks (Wadden et al., 2019; Veysehet al., 2020) focus on sentence-level tasks and are hardly able to capture the consolidated information from a given document. In our endeavour to generate precise document-level information frames from lengthy textual records, we introduce the task of Information Aggregation or Argument Aggregation. More specifically, our aim is to filter irrelevant and redundant argument mentions that were extracted at a sentence level and render a document level information frame. Majority of the existing works have been observed to resolve related tasks of document-level event argument extraction (Yang et al., 2018a; Zheng et al., 2019a) and salient entity identification (Jain et al.,2020) using supervised techniques. To remove dependency from large amounts of labelled data, we explore the task of information aggregation using weakly-supervised techniques. In particular, we present an extractive algorithm with multiple sieves which adopts ... Keyword: Computational Linguistics; Condensed Matter Physics; Data Acquisition; FOS Physical sciences; Information and Knowledge Engineering; Machine Learning; Neural Network; Semantics URL: https://underline.io/lecture/29889-argfuse-a-weakly-supervised-framework-for-document-level-event-argument-aggregation https://dx.doi.org/10.48448/t17y-0216 BASE Hide details 2 Improving cross-lingual model transfer by chunking ... Das, Ayan; Sarkar, Sudeshna. - : arXiv, 2020 BASE Show details 3 CoNLL 2017 Shared Task System Outputs Zeman, Daniel; Potthast, Martin; Straka, Milan. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2017 BASE Show details 4 UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval ... Bhattacharya, Paheli; Goyal, Pawan; Sarkar, Sudeshna. - : arXiv, 2016 BASE Show details 5 Improving cross language information retrieval using corpus based query suggestion approach Prasath, Rajendra; Sarkar, Sudeshna; O'Reilly, Philip. - : Springer International Publishing, 2015 BASE Show details 6 Stylometric Analysis of Bloggers’ Age and Gender Goswami, Sumit; Sarkar, Sudeshna; Rustagi, Mayur In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 3 No. 1 (2009): Third International AAAI Conference on Weblogs and Social Media ; 2334-0770 ; 2162-3449 (2009) BASE Show details 7 IIT Kharagpur at TREC 2008 Blog Track Anil, Robin; Sarkar, Sudeshna In: DTIC (2008) BASE Show details 8 Investigation and modeling of the structure of texting language Basu, Anupam; Sarkar, Sudeshna; Mukherjee, Animesh... In: International journal on document analysis and recognition. - Berlin ; Heidelberg : Springer 10 (2007) 3-4, 157-174 BLLDB OLC Linguistik Show details

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