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06/29/2023
Evaluating Paraphrastic Robustness in Textual Entailment Models
We present PaRTE, a collection of 1,126 pairs of Recognizing Textual Ent...
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04/25/2022
Discovering changes in birthing narratives during COVID-19
We investigate whether, and if so how, birthing narratives written by ne...
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06/02/2021
Figurative Language in Recognizing Textual Entailment
We introduce a collection of recognizing textual entailment (RTE) datase...
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04/12/2021
Fine-Tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets
We describe our straight-forward approach for Tasks 5 and 6 of 2021 Soci...
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10/06/2020
A Survey on Recognizing Textual Entailment as an NLP Evaluation
Recognizing Textual Entailment (RTE) was proposed as a unified evaluatio...
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04/10/2020
On the Existence of Tacit Assumptions in Contextualized Language Models
Humans carry stereotypic tacit assumptions (STAs) (Prince, 1978), or pro...
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07/09/2019
On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference
Popular Natural Language Inference (NLI) datasets have been shown to be ...
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07/09/2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference
Natural Language Inference (NLI) datasets often contain hypothesis-only ...
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05/15/2019
What do you learn from context? Probing for sentence structure in contextualized word representations
Contextualized representation models such as ELMo (Peters et al., 2018a)...
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04/25/2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension
We introduce a set of nine challenge tasks that test for the understandi...
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05/02/2018
Hypothesis Only Baselines in Natural Language Inference
We propose a hypothesis only baseline for diagnosing Natural Language In...
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04/25/2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference
We propose a process for investigating the extent to which sentence repr...
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04/23/2018
Towards a Unified Natural Language Inference Framework to Evaluate Sentence Representations
We present a large scale unified natural language inference (NLI) datase...
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06/29/2017