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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)

Language Models Understand Us, Poorly EMNLP 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022
Systematicity in GPT-3’s Interpretation of Novel English Noun Compounds EMNLP 2022
What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022
Contrastive Demonstration Tuning for Pre-trained Language Models EMNLP 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022
Subword-Delimited Downsampling for Better Character-Level Translation EMNLP 2022
Autoregressive Structured Prediction with Language Models EMNLP 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022
ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022
RL with KL penalties is better viewed as Bayesian inference EMNLP 2022
Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022
Progressive Sentiment Analysis for Code-Switched Text Data EMNLP 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022
Translating Hanja Historical Documents to Contemporary Korean and English EMNLP 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation EMNLP 2022
Can AMR Assist Legal and Logical Reasoning? EMNLP 2022