Daniel Khashabi

Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions?

Is it possible to use natural language to intervene in a model's behavio...
06/02/2021 ∙ by Jieyu Zhao, et al. ∙ 10 ∙ share

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Natural Instructions: Benchmarking Generalization to New Tasks from Natural Language Instructions

Can we enable NLP models to appropriately respond to instructional promp...
04/18/2021 ∙ by Swaroop Mishra, et al. ∙ 12 ∙ share

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GooAQ: Open Question Answering with Diverse Answer Types

While day-to-day questions come with a variety of answer types, the curr...
04/18/2021 ∙ by Daniel Khashabi, et al. ∙ 0 ∙ share

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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...
02/05/2021 ∙ by Sumithra Bhakthavatsalam, et al. ∙ 0 ∙ share

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GENIE: A Leaderboard for Human-in-the-Loop Evaluation of Text Generation

Leaderboards have eased model development for many NLP datasets by stand...
01/17/2021 ∙ by Daniel Khashabi, et al. ∙ 7 ∙ share

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Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

A key limitation in current datasets for multi-hop reasoning is that the...
01/06/2021 ∙ by Mor Geva, et al. ∙ 0 ∙ share

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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

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