Bhavana Dalvi Mishra | DeepAI

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Hannaneh Hajishirzi
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Yejin Choi
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Wen-tau Yih
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Ashish Sabharwal
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Peter Clark
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Claire Cardie
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Antoine Bosselut
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Lifu Huang
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Tushar Khot
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Daniel Khashabi
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Yao Fu
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∙ 12/20/2022

Do language models have coherent mental models of everyday things?

When people think of everyday things like an "egg," they typically have ...

15 Yuling Gu, et al. ∙

∙ 10/28/2022

Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE

Figurative language (e.g., "he flew like the wind") is challenging to un...

0 Yuling Gu, et al. ∙

∙ 10/21/2022

Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning

Our goal is a question-answering (QA) system that can show how its answe...

0 Oyvind Tafjord, et al. ∙

∙ 12/16/2021

DREAM: Uncovering Mental Models behind Language Models

To what extent do language models (LMs) build "mental models" of a scene...

0 Yuling Gu, et al. ∙

∙ 02/05/2021

Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge

We present the ARC-DA dataset, a direct-answer ("open response", "freefo...

0 Sumithra Bhakthavatsalam, et al. ∙

∙ 12/24/2020

ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language

Transformers have been shown to emulate logical deduction over natural l...

7 Oyvind Tafjord, et al. ∙

∙ 03/31/2020

Procedural Reading Comprehension with Attribute-Aware Context Flow

Procedural texts often describe processes (e.g., photosynthesis and cook...

0 Aida Amini, et al. ∙

∙ 09/10/2019

Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text

Our goal is to better comprehend procedural text, e.g., a paragraph abou...

0 Bhavana Dalvi Mishra, et al. ∙

∙ 09/10/2019

WIQA: A dataset for "What if..." reasoning over procedural text

We introduce WIQA, the first large-scale dataset of "What if..." questio...

0 Niket Tandon, et al. ∙

∙ 09/04/2019

From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project

AI has achieved remarkable mastery over games such as Chess, Go, and Pok...

8 Peter Clark, et al. ∙

∙ 06/21/2019

Be Consistent! Improving Procedural Text Comprehension using Label Consistency

Our goal is procedural text comprehension, namely tracking how the prope...

0 Xinya Du, et al. ∙

∙ 08/29/2018

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge

Comprehending procedural text, e.g., a paragraph describing photosynthes...

0 Niket Tandon, et al. ∙

∙ 05/17/2018

Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension

We present a new dataset and models for comprehending paragraphs about p...

0 Bhavana Dalvi Mishra, et al. ∙

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