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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)

Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models EMNLP 2020
Word Rotator’s Distance EMNLP 2020
A Simple Approach to Learning Unsupervised Multilingual Embeddings EMNLP 2020
Scene Restoring for Narrative Machine Reading Comprehension EMNLP 2020
Pareto Probing: Trading Off Accuracy for Complexity EMNLP 2020
Are All Good Word Vector Spaces Isomorphic? EMNLP 2020
When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models EMNLP 2020
With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model EMNLP 2020
Alignment-free Cross-lingual Semantic Role Labeling EMNLP 2020
X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset EMNLP 2020
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model EMNLP 2020
Surprisal Predicts Code-Switching in Chinese-English Bilingual Text EMNLP 2020
Improving Word Sense Disambiguation with Translations EMNLP 2020
Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020
Compositional Demographic Word Embeddings EMNLP 2020
Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces EMNLP 2020
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval EMNLP 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts EMNLP 2020
Identifying Elements Essential for BERT’s Multilinguality EMNLP 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment EMNLP 2020
Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings EMNLP 2020