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Large Language Models

9067 directly classified papers

Papers per year

Papers

Team ÚFAL at CMCL 2022 Shared Task: Figuring out the correct recipe for predicting Eye-Tracking features using Pretrained Language Models ACL 2022
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ACL 2022
On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets AAAI 2022
Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning AAAI 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models NIPS 2022
Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively NIPS 2022
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers NIPS 2022
Factuality Enhanced Language Models for Open-Ended Text Generation NIPS 2022
Fine-tuning language models to find agreement among humans with diverse preferences NIPS 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation NIPS 2022
YNU-HPCC at SemEval-2022 Task 4: Finetuning Pretrained Language Models for Patronizing and Condescending Language Detection NAACL 2022
stce at SemEval-2022 Task 6: Sarcasm Detection in English Tweets NAACL 2022
High Tech team at SemEval-2022 Task 6: Intended Sarcasm Detection for Arabic texts NAACL 2022
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic NAACL 2022
TechSSN at SemEval-2022 Task 6: Intended Sarcasm Detection using Transformer Models NAACL 2022
Dartmouth at SemEval-2022 Task 6: Detection of Sarcasm NAACL 2022
SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages NAACL 2022
JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts NAACL 2022
PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts NAACL 2022
niksss at SemEval-2022 Task7:Transformers for Grading the Clarifications on Instructional Texts NAACL 2022
AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models NAACL 2022
HITMI&T at SemEval-2022 Task 4: Investigating Task-Adaptive Pretraining And Attention Mechanism On PCL Detection NAACL 2022
PALI-NLP at SemEval-2022 Task 6: iSarcasmEval- Fine-tuning the Pre-trained Model for Detecting Intended Sarcasm NAACL 2022