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06/08/2023
Mapping Brains with Language Models: A Survey
Over the years, many researchers have seemingly made the same observatio...
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06/02/2023
Large Language Models Converge on Brain-Like Word Representations
One of the greatest puzzles of all time is how understanding arises from...
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03/21/2022
Word Order Does Matter (And Shuffled Language Models Know It)
Recent studies have shown that language models pretrained and/or fine-tu...
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03/18/2022
Challenges and Strategies in Cross-Cultural NLP
Various efforts in the Natural Language Processing (NLP) community have ...
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03/10/2022
Connecting Neural Response measurements Computational Models of language: a non-comprehensive guide
Understanding the neural basis of language comprehension in the brain ha...
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11/29/2021
Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?
Spoken language understanding (SLU) tasks are usually solved by first tr...
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09/16/2021
Do Language Models Know the Way to Rome?
The global geometry of language models is important for a range of appli...
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09/13/2021
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color
Pretrained language models have been shown to encode relational informat...
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01/29/2021
Does injecting linguistic structure into language models lead to better alignment with brain recordings?
Neuroscientists evaluate deep neural networks for natural language proce...
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01/26/2021
Attention Can Reflect Syntactic Structure (If You Let It)
Since the popularization of the Transformer as a general-purpose feature...
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10/12/2020
Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards
Coreference resolution and semantic role labeling are NLP tasks that cap...
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05/04/2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations
Large-scale pretrained language models are the major driving force behin...
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04/29/2020
Do Neural Language Models Show Preferences for Syntactic Formalisms?
Recent work on the interpretability of deep neural language models has c...
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09/10/2019
Compositional Generalization in Image Captioning
Image captioning models are usually evaluated on their ability to descri...
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09/01/2019
Higher-order Comparisons of Sentence Encoder Representations
Representational Similarity Analysis (RSA) is a technique developed by n...
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08/14/2019
X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension
Although the vast majority of knowledge bases KBs are heavily biased tow...
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08/14/2019
X-WikiRE: A Large, Multilingual Resource for Relation Extraction asMachine Comprehension
Although the vast majority of knowledge bases KBs are heavily biased tow...
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02/28/2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers
Sequence tagging models for constituent parsing are faster, but less acc...
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08/29/2018
