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Unnatural Language Inference
Natural Language Understanding has witnessed a watershed moment with the...
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To what extent do human explanations of model behavior align with actual model behavior?
Given the increasingly prominent role NLP models (will) play in our live...
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ANLIzing the Adversarial Natural Language Inference Dataset
We perform an in-depth error analysis of Adversarial NLI (ANLI), a recen...
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Intrinsic Probing through Dimension Selection
Most modern NLP systems make use of pre-trained contextual representatio...
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Pareto Probing: Trading Off Accuracy for Complexity
The question of how to probe contextual word representations in a way th...
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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
A broad goal in natural language processing (NLP) is to develop a system...
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A Tale of a Probe and a Parser
Measuring what linguistic information is encoded in neural models of lan...
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On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs
We use large-scale corpora in six different gendered languages, along wi...
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Predicting Declension Class from Form and Meaning
The noun lexica of many natural languages are divided into several decle...
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Multi-Dimensional Gender Bias Classification
Machine learning models are trained to find patterns in data. NLP models...
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Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition
Natural language inference (NLI) is an increasingly important task for n...
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Information-Theoretic Probing for Linguistic Structure
The success of neural networks on a diverse set of NLP tasks has led res...
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Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation
Models often easily learn biases present in the training data, and their...
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Adversarial NLI: A New Benchmark for Natural Language Understanding
We introduce a new large-scale NLI benchmark dataset, collected via an i...
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Quantifying the Semantic Core of Gender Systems
Many of the world's languages employ grammatical gender on the lexeme. F...
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On the Idiosyncrasies of the Mandarin Chinese Classifier System
While idiosyncrasies of the Chinese classifier system have been a richly...
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Verb Argument Structure Alternations in Word and Sentence Embeddings
Verbs occur in different syntactic environments, or frames. We investiga...
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XNLI: Evaluating Cross-lingual Sentence Representations
State-of-the-art natural language processing systems rely on supervision...
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Learning to parse from a semantic objective: It works. Is it syntax?
Recent work on reinforcement learning and other gradient estimators for ...
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The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference with Sentence Representations
This paper presents the results of the RepEval 2017 Shared Task, which e...
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A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
This paper introduces the Multi-Genre Natural Language Inference (MultiN...
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