conftrace_

linguistic knowledge

77 papers

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language model (4599) representation learning (6206) large language model (13587) pre-trained language model (1515) probing task (63) low-resource language (2273) pretrained language model (1030) transformer model (1996) semantic analysis (785) multilingual nlp (1426)

Papers

How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? ACL 2022
Probing via Prompting NAACL 2022
Probing GPT-3’s Linguistic Knowledge on Semantic Tasks EMNLP 2022
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022
Assessing the Linguistic Knowledge in Arabic Pre-trained Language Models Using Minimal Pairs EMNLP 2022
Acceptability Judgements via Examining the Topology of Attention Maps EMNLP 2022
Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? COLING 2022
Probing speech emotion recognition transformers for linguistic knowledge INTERSPEECH 2022
KoBEST: Korean Balanced Evaluation of Significant Tasks COLING 2022
On the Importance of Data Size in Probing Fine-tuned Models ACL 2022
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP 2022
CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021
Test Harder than You Train: Probing with Extrapolation Splits EMNLP 2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021
Do pretrained transformers infer telicity like humans? EMNLP 2021
Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction EMNLP 2021
Do pretrained transformers infer telicity like humans? CONLL 2021
Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction CONLL 2021
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning ACL 2021
RuSentEval: Linguistic Source, Encoder Force! EACL 2021
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning IJCNLP 2021
Dodrio: Exploring Transformer Models with Interactive Visualization IJCNLP 2021
Linguistic Knowledge in Multilingual Grapheme-to-Phoneme Conversion IJCNLP 2021
Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing NAACL 2021
How Do BERT Embeddings Organize Linguistic Knowledge? NAACL 2021