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07/08/2023
Toward Interactive Dictation
Voice dictation is an increasingly important text input modality. Existi...
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04/03/2023
Measuring and Manipulating Knowledge Representations in Language Models
Neural language models (LMs) represent facts about the world described b...
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02/03/2023
LaMPP: Language Models as Probabilistic Priors for Perception and Action
Language models trained on large text corpora encode rich distributional...
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12/20/2022
Language Modeling with Latent Situations
Language models (LMs) often generate incoherent outputs: they refer to e...
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12/06/2021
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks
When a neural language model (LM) is adapted to perform a new task, what...
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06/01/2021
Implicit Representations of Meaning in Neural Language Models
Does the effectiveness of neural language models derive entirely from ac...
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04/18/2021
On the Influence of Masking Policies in Intermediate Pre-training
Current NLP models are predominantly trained through a pretrain-then-fin...
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04/12/2021
On Unifying Misinformation Detection
In this paper, we introduce UnifiedM2, a general-purpose misinformation ...
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12/31/2020
Studying Strategically: Learning to Mask for Closed-book QA
Closed-book question-answering (QA) is a challenging task that requires ...
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10/06/2020
Efficient One-Pass End-to-End Entity Linking for Questions
We present ELQ, a fast end-to-end entity linking model for questions, wh...
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06/07/2020
