Daniel Khashabi

UNQOVERing Stereotyping Biases via Underspecified Questions

While language embeddings have been shown to have stereotyping biases, h...
10/06/2020 ∙ by Tao Li, et al. ∙ 0 ∙ share

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Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

A common approach to solve complex tasks is by breaking them down into s...
09/01/2020 ∙ by Tushar Khot, et al. ∙ 7 ∙ share

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Temporal Common Sense Acquisition with Minimal Supervision

Temporal common sense (e.g., duration and frequency of events) is crucia...
05/08/2020 ∙ by Ben Zhou, et al. ∙ 0 ∙ share

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UnifiedQA: Crossing Format Boundaries With a Single QA System

Question answering (QA) tasks have been posed using a variety of formats...
05/02/2020 ∙ by Daniel Khashabi, et al. ∙ 4 ∙ share

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TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Commonsense knowledge acquisition is a key problem for artificial intell...
05/01/2020 ∙ by Hongming Zhang, et al. ∙ 16 ∙ share

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Natural Perturbation for Robust Question Answering

While recent models have achieved human-level scores on many NLP dataset...
04/09/2020 ∙ by Daniel Khashabi, et al. ∙ 1 ∙ share

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Evaluating NLP Models via Contrast Sets

Standard test sets for supervised learning evaluate in-distribution gene...
04/06/2020 ∙ by Matt Gardner, et al. ∙ 0 ∙ share

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Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses

Empirical research in Natural Language Processing (NLP) has adopted a na...
11/10/2019 ∙ by Erfan Sadeqi Azer, et al. ∙ 8 ∙ share

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"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

Understanding time is crucial for understanding events expressed in natu...
09/06/2019 ∙ by Ben Zhou, et al. ∙ 0 ∙ share

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Reasoning-Driven Question-Answering for Natural Language Understanding

Natural language understanding (NLU) of text is a fundamental challenge ...
08/14/2019 ∙ by Daniel Khashabi, et al. ∙ 4 ∙ share

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Solving Hard Coreference Problems

Coreference resolution is a key problem in natural language understandin...
07/11/2019 ∙ by Haoruo Peng, et al. ∙ 0 ∙ share

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Zero-Shot Open Entity Typing as Type-Compatible Grounding

The problem of entity-typing has been studied predominantly in supervise...
07/07/2019 ∙ by Ben Zhou, et al. ∙ 0 ∙ share

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PerspectroScope: A Window to the World of Diverse Perspectives

This work presents PerspectroScope, a web-based system which lets users ...
06/11/2019 ∙ by Sihao Chen, et al. ∙ 0 ∙ share

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Question Answering as Global Reasoning over Semantic Abstractions

We propose a novel method for exploiting the semantic structure of text ...
06/09/2019 ∙ by Daniel Khashabi, et al. ∙ 3 ∙ share

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Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims

One key consequence of the information revolution is a significant incre...
06/08/2019 ∙ by Sihao Chen, et al. ∙ 0 ∙ share

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On the Capabilities and Limitations of Reasoning for Natural Language Understanding

Recent systems for natural language understanding are strong at overcomi...
01/08/2019 ∙ by Daniel Khashabi, et al. ∙ 12 ∙ share

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Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks

Many real world systems need to operate on heterogeneous information net...
07/25/2017 ∙ by Parisa Kordjamshidi, et al. ∙ 0 ∙ share

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Adversarial Delays in Online Strongly-Convex Optimization

We consider the problem of strongly-convex online optimization in presen...
05/20/2016 ∙ by Daniel Khashabi, et al. ∙ 0 ∙ share

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Question Answering via Integer Programming over Semi-Structured Knowledge

Answering science questions posed in natural language is an important AI...
04/20/2016 ∙ by Daniel Khashabi, et al. ∙ 0 ∙ share

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Clustering With Side Information: From a Probabilistic Model to a Deterministic Algorithm

In this paper, we propose a model-based clustering method (TVClust) that...
08/25/2015 ∙ by Daniel Khashabi, et al. ∙ 0 ∙ share

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Heteroscedastic Relevance Vector Machine

In this work we propose a heteroscedastic generalization to RVM, a fast ...
01/10/2013 ∙ by Daniel Khashabi, et al. ∙ 0 ∙ share

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Generating Motion Patterns Using Evolutionary Computation in Digital Soccer

Dribbling an opponent player in digital soccer environment is an importa...
12/26/2012 ∙ by Masoud Amoozgar, et al. ∙ 0 ∙ share

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Daniel Khashabi

Featured Co-authors

Dan Roth

Noah A. Smith

Hannaneh Hajishirzi

Tao Li

Jonathan Berant

Yangqiu Song

Sameer Singh

Ashish Sabharwal

Matt Gardner

Peter Clark

Wenpeng Yin

UNQOVERing Stereotyping Biases via Underspecified Questions

Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

Temporal Common Sense Acquisition with Minimal Supervision

UnifiedQA: Crossing Format Boundaries With a Single QA System

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Natural Perturbation for Robust Question Answering

Evaluating NLP Models via Contrast Sets

Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses

"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

Reasoning-Driven Question-Answering for Natural Language Understanding

Solving Hard Coreference Problems

Zero-Shot Open Entity Typing as Type-Compatible Grounding

PerspectroScope: A Window to the World of Diverse Perspectives

Question Answering as Global Reasoning over Semantic Abstractions

Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims

On the Capabilities and Limitations of Reasoning for Natural Language Understanding

Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks

Adversarial Delays in Online Strongly-Convex Optimization

Question Answering via Integer Programming over Semi-Structured Knowledge

Clustering With Side Information: From a Probabilistic Model to a Deterministic Algorithm

Heteroscedastic Relevance Vector Machine

Generating Motion Patterns Using Evolutionary Computation in Digital Soccer