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Large Language Models

9067 directly classified papers

Papers per year

Papers

AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding SEMEVAL 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora SEMEVAL 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation EMNLP 2021
Mitigating Language-Dependent Ethnic Bias in BERT EMNLP 2021
Do Long-Range Language Models Actually Use Long-Range Context? EMNLP 2021
GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021
Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering ACL 2021
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning ACL 2021
RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims AAAI 2021
Court Opinion Generation from Case Fact Description with Legal Basis AAAI 2021
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application EMNLP 2021
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding AAAI 2021
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data ACL 2021
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning AAAI 2021
(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021
IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction SEMEVAL 2021
Zhestyatsky at SemEval-2021 Task 2: ReLU over Cosine Similarity for BERT Fine-tuning SEMEVAL 2021
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction SEMEVAL 2021
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations SEMEVAL 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ACL 2021
The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color EMNLP 2021