Resources & Methods
16,196 papers (36 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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10
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77
224
402
561
898
1,020
1,354
1,930
3,704
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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