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Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images


Oct 01, 2021
Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Tran, Benjamin Van Durme, Alan Yuille

* To appear in ICCV2021; Code at https://github.com/Lizw14/CaliCO.git 

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Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction


Sep 14, 2021
Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, Benjamin Van Durme

* EMNLP 2021 

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BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation


Sep 09, 2021
Haoran Xu, Benjamin Van Durme, Kenton Murray

* EMNLP 2021 
* EMNLP 2021 

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Guided Generation of Cause and Effect


Jul 21, 2021
Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme

* accepted in IJCAI 2020 main track 

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Factoring Statutory Reasoning as Language Understanding Challenges


May 17, 2021
Nils Holzenberger, Benjamin Van Durme

* 18 pages, 3 figures. To appear in ACL 2021 

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Schema Curation via Causal Association Rule Mining


Apr 18, 2021
Noah Weber, Anton Belyy, Nils Holzenberger, Rachel Rudinger, Benjamin Van Durme

* 9 pages, 3 figures, 6 tables 

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Constrained Language Models Yield Few-Shot Semantic Parsers


Apr 18, 2021
Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme


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Moving on from OntoNotes: Coreference Resolution Model Transfer


Apr 17, 2021
Patrick Xia, Benjamin Van Durme


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Adaptive Active Learning for Coreference Resolution


Apr 15, 2021
Michelle Yuan, Patrick Xia, Benjamin Van Durme, Jordan Boyd-Graber


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Joint Universal Syntactic and Semantic Parsing


Apr 12, 2021
Elias Stengel-Eskin, Kenton Murray, Sheng Zhang, Aaron Steven White, Benjamin Van Durme

* To appear: TACL 2021 

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InFillmore: Neural Frame Lexicalization for Narrative Text Infilling


Mar 08, 2021
Jiefu Ou, Nathaniel Weir, Anton Belyy, Felix Yu, Benjamin Van Durme


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Gradual Fine-Tuning for Low-Resource Domain Adaptation


Mar 03, 2021
Haoran Xu, Seth Ebner, Mahsa Yarmohammadi, Aaron Steven White, Benjamin Van Durme, Kenton Murray


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LOME: Large Ontology Multilingual Extraction


Jan 28, 2021
Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, Benjamin Van Durme


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CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models


Oct 28, 2020
Abhinav Singh, Patrick Xia, Guanghui Qin, Mahsa Yarmohammadi, Benjamin Van Durme

* 4th Workshop on Structured Prediction for NLP (EMNLP 2020) 

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COD3S: Diverse Generation with Discrete Semantic Signatures


Oct 06, 2020
Nathaniel Weir, João Sedoc, Benjamin Van Durme

* EMNLP2020 preprint 

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Which *BERT? A Survey Organizing Contextualized Encoders


Oct 02, 2020
Patrick Xia, Shijie Wu, Benjamin Van Durme

* EMNLP 2020 

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Iterative Paraphrastic Augmentation with Discriminative Span Alignment


Jul 01, 2020
Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme


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A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering


May 17, 2020
Nils Holzenberger, Andrew Blair-Stanek, Benjamin Van Durme


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Revisiting Memory-Efficient Incremental Coreference Resolution


Apr 30, 2020
Patrick Xia, João Sedoc, Benjamin Van Durme


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On the Existence of Tacit Assumptions in Contextualized Language Models


Apr 10, 2020
Nathaniel Weir, Adam Poliak, Benjamin Van Durme

* Pre-Print 

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Hierarchical Entity Typing via Multi-level Learning to Rank


Apr 05, 2020
Tongfei Chen, Yunmo Chen, Benjamin Van Durme

* Accepted at ACL 2020 

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Causal Inference of Script Knowledge


Apr 02, 2020
Noah Weber, Rachel Rudinger, Benjamin Van Durme

* Pre-Print 

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Reading the Manual: Event Extraction as Definition Comprehension


Dec 03, 2019
Yunmo Chen, Tongfei Chen, Seth Ebner, Benjamin Van Durme


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Multi-Sentence Argument Linking


Nov 09, 2019
Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins, Benjamin Van Durme


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Interactive Refinement of Cross-Lingual Word Embeddings


Nov 08, 2019
Michelle Yuan, Mozhi Zhang, Benjamin Van Durme, Leah Findlater, Jordan Boyd-Graber

* First two authors contribute equally 

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Transductive Parsing for Universal Decompositional Semantics


Oct 23, 2019
Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, Benjamin Van Durme


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The Universal Decompositional Semantics Dataset and Decomp Toolkit


Sep 30, 2019
Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme


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Uncertain Natural Language Inference


Sep 06, 2019
Tongfei Chen, Zhengping Jiang, Keisuke Sakaguchi, Benjamin Van Durme


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Broad-Coverage Semantic Parsing as Transduction


Sep 05, 2019
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

* Accepted at EMNLP 2019 

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