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Language Models

732 papers

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Papers

Calibrating Factual Knowledge in Pretrained Language Models EMNLP 2022
Explore Unsupervised Structures in Pretrained Models for Relation Extraction EMNLP 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022
Large-Scale Differentially Private BERT EMNLP 2022
SlovakBERT: Slovak Masked Language Model EMNLP 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis EMNLP 2022
Testing Pre-trained Language Models’ Understanding of Distributivity via Causal Mediation Analysis EMNLP 2022
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model EMNLP 2022
NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions EMNLP 2022
GGNN@Causal News Corpus 2022:Gated Graph Neural Networks for Causal Event Classification from Social-Political News Articles EMNLP 2022
MLLabs-LIG at TempoWiC 2022: A Generative Approach for Examining Temporal Meaning Shift EMNLP 2022
SBU Figures It Out: Models Explain Figurative Language EMNLP 2022
NLP@UIT at FigLang-EMNLP 2022: A Divide-and-Conquer System For Shared Task On Understanding Figurative Language EMNLP 2022
FigurativeQA: A Test Benchmark for Figurativeness Comprehension for Question Answering EMNLP 2022
AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees EMNLP 2022
Towards In-Context Non-Expert Evaluation of Reflection Generation for Counselling Conversations EMNLP 2022
WikiOmnia: filtration and evaluation of the generated QA corpus on the whole Russian Wikipedia EMNLP 2022
20Q: Overlap-Free World Knowledge Benchmark for Language Models EMNLP 2022
Investigating Math Word Problems using Pretrained Multilingual Language Models EMNLP 2022
Abstractive Summarization of Dutch Court Verdicts Using Sequence-to-sequence Models EMNLP 2022
Measuring Harmful Representations in Scandinavian Language Models EMNLP 2022
Lexically Constrained Decoding with Edit Operation Prediction for Controllable Text Simplification EMNLP 2022
RCML at TSAR-2022 Shared Task: Lexical Simplification With Modular Substitution Candidate Ranking EMNLP 2022
Generating Classical Arabic Poetry using Pre-trained Models EMNLP 2022
Assessing the Linguistic Knowledge in Arabic Pre-trained Language Models Using Minimal Pairs EMNLP 2022