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WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation ...
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Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection ...
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3
Probing Across Time: What Does RoBERTa Know and When? ...
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4
Specializing Multilingual Language Models: An Empirical Study ...
Chau, Ethan C.; Smith, Noah A.. - : arXiv, 2021
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5
Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand? ...
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Finetuning Pretrained Transformers into RNNs ...
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7
Green NLP panel ...
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8
Sentence Bottleneck Autoencoders from Transformer Language Models ...
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9
All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text ...
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10
Measuring Association Between Labels and Free-Text Rationales ...
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11
Promoting Graph Awareness in Linearized Graph-to-Text Generation ...
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12
Shortformer: Better Language Modeling using Shorter Inputs ...
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13
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts ...
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14
Specializing Multilingual Language Models: An Empirical Study ...
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15
Challenges in Automated Debiasing for Toxic Language Detection ...
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16
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics ...
Lu, Ximing; Welleck, Sean; West, Peter. - : arXiv, 2021
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17
Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent ...
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18
Competency Problems: On Finding and Removing Artifacts in Language Data ...
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19
Infusing Finetuning with Semantic Dependencies ...
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20
Extracting and Inferring Personal Attributes from Dialogue
Wang, Zhilin. - 2021
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