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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021 Reusable Templates and Guides For Documenting Datasets and Models for Natural Language Processing and Generation: A Case Study of the HuggingFace and GEM Data and Model Cards ACL 2021 Revisiting Few-sample BERT Fine-tuning ICLR 2021 Revisiting Pretraining with Adapters ACL 2021 Revisiting Simple Neural Probabilistic Language Models NAACL 2021 RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction SemEval 2021 RobertNLP at the IWPT 2021 Shared Task: Simple Enhanced UD Parsing for 17 Languages ACL 2021 Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval EMNLP 2021 Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021 Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages EMNLP 2021 RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021 ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021 RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021 RuSentEval: Linguistic Source, Encoder Force! EACL 2021 Scalar Adjective Identification and Multilingual Ranking NAACL 2021 SciBERT Sentence Representation for Citation Context Classification NAACL 2021 SciConceptMiner: A system for large-scale scientific concept discovery ACL 2021 SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing ICLR 2021 Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021 Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation AAAI 2021 Self-trained Pretrained Language Models for Evidence Detection EMNLP 2021 Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding EMNLP 2021 Semantic Analysis of Verb-Noun Derivation in Princeton WordNet EACL 2021 Semantic-aware transformation of short texts using word embeddings: An application in the Food Computing domain EACL 2021 Semantic Representation for Dialogue Modeling ACL 2021