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Large Language Models

9067 directly classified papers

Papers per year

Papers

Can Transformer Language Models Predict Psychometric Properties? ACL 2021
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles IJCNLP 2021
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation IJCNLP 2021
Simultaneously Self-Attending to Text and Entities for Knowledge-Informed Text Representations IJCNLP 2021
NEUer at SemEval-2021 Task 4: Complete Summary Representation by Filling Answers into Question for Matching Reading Comprehension IJCNLP 2021
UoR at SemEval-2021 Task 4: Using Pre-trained BERT Token Embeddings for Question Answering of Abstract Meaning IJCNLP 2021
What’s in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus IJCNLP 2021
Explaining Contextualization in Language Models using Visual Analytics IJCNLP 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling IJCNLP 2021
Intent Detection and Slot Filling for Vietnamese INTERSPEECH 2021
BERT-Based Semantic Model for Rescoring N-Best Speech Recognition List INTERSPEECH 2021
Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models IJCNLP 2021
Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021
MVP-BERT: Multi-Vocab Pre-training for Chinese BERT ACL 2021
Pretrained Language Model for Text Generation: A Survey IJCAI 2021
Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining IJCAI 2021
Grey-box Extraction of Natural Language Models ICML 2021
Linear Transformers Are Secretly Fast Weight Programmers ICML 2021
YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images ACL 2021
Entity and Evidence Guided Document-Level Relation Extraction ACL 2021
Verb Knowledge Injection for Multilingual Event Processing ACL 2021
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies ACL 2021
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021
Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation ACL 2021
Findings of the NLP4IF-2021 Shared Tasks on Fighting the COVID-19 Infodemic and Censorship Detection NAACL 2021