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Resources & Methods

16,283 papers (38 classified directly here)

Subtopics

Large Language Models (9,153) Multilingual NLP (4,621) Text Representation (2,258) Lexical Semantics (767) Knowledge Editing (459) Transfer Learning (459) Multimodal NLP (97) Prompt Engineering (93) Pretraining (77)

Papers per year

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Papers (including subtopics)

Cold-start Active Learning through Self-supervised Language Modeling EMNLP 2020
The importance of fillers for text representations of speech transcripts EMNLP 2020
MLSUM: The Multilingual Summarization Corpus EMNLP 2020
Data and Representation for Turkish Natural Language Inference EMNLP 2020
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies EMNLP 2020
Deconstructing word embedding algorithms EMNLP 2020
Exploring Semantic Capacity of Terms EMNLP 2020
Exploring Contextualized Neural Language Models for Temporal Dependency Parsing EMNLP 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020
On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020
MedDialog: Large-scale Medical Dialogue Datasets EMNLP 2020
An information theoretic view on selecting linguistic probes EMNLP 2020
BERTweet: A pre-trained language model for English Tweets EMNLP 2020
Transformers: State-of-the-Art Natural Language Processing EMNLP 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020
BENNERD: A Neural Named Entity Linking System for COVID-19 EMNLP 2020
A Data-Centric Framework for Composable NLP Workflows EMNLP 2020
High Performance Natural Language Processing EMNLP 2020
Understanding tables with intermediate pre-training EMNLP 2020
Multilingual Argument Mining: Datasets and Analysis EMNLP 2020
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification EMNLP 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding EMNLP 2020
Bootstrapping a Crosslingual Semantic Parser EMNLP 2020
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding EMNLP 2020