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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)

ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer IJCNLP 2021
Pre-training Universal Language Representation IJCNLP 2021
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models IJCNLP 2021
Lower Perplexity is Not Always Human-Like IJCNLP 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models IJCNLP 2021
LexFit: Lexical Fine-Tuning of Pretrained Language Models IJCNLP 2021
Positional Artefacts Propagate Through Masked Language Model Embeddings IJCNLP 2021
StereoSet: Measuring stereotypical bias in pretrained language models IJCNLP 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation IJCNLP 2021
Syntax-Enhanced Pre-trained Model IJCNLP 2021
Rethinking Stealthiness of Backdoor Attack against NLP Models IJCNLP 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation IJCNLP 2021
Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter IJCNLP 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021
Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring IJCNLP 2021
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web IJCNLP 2021
GhostBERT: Generate More Features with Cheap Operations for BERT IJCNLP 2021
Accelerating Text Communication via Abbreviated Sentence Input IJCNLP 2021
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies IJCNLP 2021
Cross-Lingual Abstractive Summarization with Limited Parallel Resources IJCNLP 2021
Learning Prototypical Functions for Physical Artifacts IJCNLP 2021
Verb Knowledge Injection for Multilingual Event Processing IJCNLP 2021
Dynamic Contextualized Word Embeddings IJCNLP 2021
Lexical Semantic Change Discovery IJCNLP 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog IJCNLP 2021