AI2 Paper Gallery

This is a gallery of papers published by researchers at AI2. Clicking on one will render a reader-friendly HTML version.

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

Publishing year: 2019

Publishing venue: ACL

Improving Compositional Generalization in Semantic Parsing

Improving Compositional Generalization in Semantic Parsing

Publishing year: 2020

Publishing venue: FINDINGS

ABNIRML: Analyzing the Behavior of Neural IR Models

ABNIRML: Analyzing the Behavior of Neural IR Models

Publishing year: 2020

Publishing venue: ArXiv

SciTaiL: A Textual Entailment Dataset from Science Question Answering

SciTaiL: A Textual Entailment Dataset from Science Question Answering

Publishing year: 2018

Publishing venue: AAAI

What's in your Head? Emergent Behaviour in Multi-Task Transformer Models

What's in your Head? Emergent Behaviour in Multi-Task Transformer Models

Publishing year: 2021

Publishing venue: ArXiv

Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects

Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects

Publishing year: 2016

Publishing venue: AAAI

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

Publishing year: 2018

Publishing venue: EMNLP

Parsing Algebraic Word Problems into Equations

Parsing Algebraic Word Problems into Equations

Publishing year: 2015

Publishing venue: Transactions of the Association for Computational Linguistics

Grounded Situation Recognition

Grounded Situation Recognition

Publishing year: 2020

Publishing venue: ECCV

Answer Extraction as Sequence Tagging with Tree Edit Distance

Answer Extraction as Sequence Tagging with Tree Edit Distance

Publishing year: 2013

Publishing venue: NAACL

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Publishing year: 2019

Publishing venue: BioNLP@ACL

Semantic Role Labeling for Process Recognition Questions

Semantic Role Labeling for Process Recognition Questions

Publishing year: 2015

Publishing venue:

My Computer Is an Honor Student - but How Intelligent Is It? Standardized Tests as a Measure of AI

My Computer Is an Honor Student - but How Intelligent Is It? Standardized Tests as a Measure of AI

Publishing year: 2016

Publishing venue: AI Mag.

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

Publishing year: 2018

Publishing venue: ArXiv

Adaptive Concentration Inequalities for Sequential Decision Problems

Adaptive Concentration Inequalities for Sequential Decision Problems

Publishing year: 2016

Publishing venue: NIPS

UNQOVERing Stereotypical Biases via Underspecified Questions

UNQOVERing Stereotypical Biases via Underspecified Questions

Publishing year: 2020

Publishing venue: FINDINGS

QASC: A Dataset for Question Answering via Sentence Composition

QASC: A Dataset for Question Answering via Sentence Composition

Publishing year: 2020

Publishing venue: AAAI

Unsupervised Deep Embedding for Clustering Analysis

Unsupervised Deep Embedding for Clustering Analysis

Publishing year: 2016

Publishing venue: ICML

Answering Complex Questions Using Open Information Extraction

Answering Complex Questions Using Open Information Extraction

Publishing year: 2017

Publishing venue: ACL

Creating Causal Embeddings for Question Answering with Minimal Supervision

Creating Causal Embeddings for Question Answering with Minimal Supervision

Publishing year: 2016

Publishing venue: EMNLP

Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork

Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork

Publishing year: 2021

Publishing venue: AAAI

SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search

SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search

Publishing year: 2020

Publishing venue: EMNLP

MedICaT: A Dataset of Medical Images, Captions, and Textual References

MedICaT: A Dataset of Medical Images, Captions, and Textual References

Publishing year: 2020

Publishing venue: FINDINGS

The Web as a Knowledge-Base for Answering Complex Questions

The Web as a Knowledge-Base for Answering Complex Questions

Publishing year: 2018

Publishing venue: NAACL

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