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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)

Context Analysis for Pre-trained Masked Language Models EMNLP 2020
More Embeddings, Better Sequence Labelers? EMNLP 2020
NLP Service APIs and Models for Efficient Registration of New Clients EMNLP 2020
WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization EMNLP 2020
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese EMNLP 2020
Reference Language based Unsupervised Neural Machine Translation EMNLP 2020
TinyBERT: Distilling BERT for Natural Language Understanding EMNLP 2020
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines EMNLP 2020
The birth of Romanian BERT EMNLP 2020
BERT for Monolingual and Cross-Lingual Reverse Dictionary EMNLP 2020
What’s so special about BERT’s layers? A closer look at the NLP pipeline in monolingual and multilingual models EMNLP 2020
Parsing All: Syntax and Semantics, Dependencies and Spans EMNLP 2020
On the Branching Bias of Syntax Extracted from Pre-trained Language Models EMNLP 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining EMNLP 2020
Exploring BERT’s Sensitivity to Lexical Cues using Tests from Semantic Priming EMNLP 2020
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020
Do Language Embeddings capture Scales? EMNLP 2020
Joint Intent Detection and Entity Linking on Spatial Domain Queries EMNLP 2020
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages EMNLP 2020
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language EMNLP 2020
What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020
It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets EMNLP 2020