What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge

31 December 2019

Papers citing "What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge"

14 / 14 papers shown

Title
Transformers as Soft Reasoners over Language Peter Clark Oyvind Tafjord Kyle Richardson ReLM OffRL LRM 73 355 0 14 Feb 2020
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 71 303 0 31 Dec 2019
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 99 1,396 0 28 Nov 2019
Posing Fair Generalization Tasks for Natural Language Inference Atticus Geiger Ignacio Cases L. Karttunen Christopher Potts 43 48 0 03 Nov 2019
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets Ohad Rozen Vered Shwartz Roee Aharoni Ido Dagan AAML 54 38 0 21 Oct 2019
From 'F' to Á' on the N.Y. Regents Science Exams: An Overview of the Aristo Project Peter Clark Oren Etzioni Daniel Khashabi Tushar Khot Bhavana Dalvi ... Niket Tandon Sumithra Bhakthavatsalam Dirk Groeneveld Michal Guerquin Michael Schmitz ELM 59 99 0 04 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 531 2,639 0 03 Sep 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge Luyao Huang Chi Sun Xipeng Qiu Xuanjing Huang 27 241 0 20 Aug 2019
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark Nikita Nangia Samuel R. Bowman ELM ALM 50 75 0 24 May 2019
Cycle-Consistency for Robust Visual Question Answering Meet Shah Xinlei Chen Marcus Rohrbach Devi Parikh OOD 43 188 0 15 Feb 2019
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Mohammad Taher Pilehvar Jose Camacho-Collados 117 478 0 28 Aug 2018
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences Max Glockner Vered Shwartz Yoav Goldberg NAI 70 365 0 06 May 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 223 579 0 02 May 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 106 1,167 0 06 Mar 2018