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Large Language Models

9067 directly classified papers

Papers per year

Papers

Direction is what you need: Improving Word Embedding Compression in Large Language Models ACL 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021
ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline ACL 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models CONLL 2021
NLP for Consumer Protection: Battling Illegal Clauses in German Terms and Conditions in Online Shopping ACL 2021
IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection ACL 2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection ACL 2021
MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection ACL 2021
CLaC-BP at SemEval-2021 Task 8: SciBERT Plus Rules for MeasEval ACL 2021
KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research ACL 2021
YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You Need ACL 2021
Rakuten’s Participation in WAT 2021: Examining the Effectiveness of Pre-trained Models for Multilingual and Multimodal Machine Translation ACL 2021
ViTA: Visual-Linguistic Translation by Aligning Object Tags ACL 2021
Positional Artefacts Propagate Through Masked Language Model Embeddings ACL 2021
Building Goal-oriented Document-grounded Dialogue Systems ACL 2021
UNBERT: User-News Matching BERT for News Recommendation IJCAI 2021
Noise Stability Regularization for Improving BERT Fine-tuning NAACL 2021
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge NAACL 2021
Refining Targeted Syntactic Evaluation of Language Models NAACL 2021
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning NAACL 2021
Probing for Bridging Inference in Transformer Language Models NAACL 2021
Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models NAACL 2021
Knowledge Enhanced Masked Language Model for Stance Detection NAACL 2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall NAACL 2021
BioELECTRA:Pretrained Biomedical text Encoder using Discriminators NAACL 2021