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Large Language Models

7,668 papers

Papers per year

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188
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Papers

“Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models EMNLP 2021
LMdiff: A Visual Diff Tool to Compare Language Models EMNLP 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade EMNLP 2021
Probing Across Time: What Does RoBERTa Know and When? EMNLP 2021
ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective EMNLP 2021
Span Fine-tuning for Pre-trained Language Models EMNLP 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation EMNLP 2021
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021
Challenges in Detoxifying Language Models EMNLP 2021
LMSOC: An Approach for Socially Sensitive Pretraining EMNLP 2021
Reconsidering the Past: Optimizing Hidden States in Language Models EMNLP 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
A howling success or a working sea? Testing what BERT knows about metaphors EMNLP 2021
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021
Analyzing BERT’s Knowledge of Hypernymy via Prompting EMNLP 2021
Probing Language Models for Understanding of Temporal Expressions EMNLP 2021
How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks EMNLP 2021
Who’s on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021
Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages EMNLP 2021
Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021
Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021
BASE Layers: Simplifying Training of Large, Sparse Models ICML 2021
Learning about Word Vector Representations and Deep Learning through Implementing Word2vec NAACL 2021