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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)

A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment COLING 2022
Dense Template Retrieval for Customer Support COLING 2022
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval Dataset COLING 2022
Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification COLING 2022
Rethinking Data Augmentation in Text-to-text Paradigm COLING 2022
ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification COLING 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval COLING 2022
Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling COLING 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022
Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions COLING 2022
ArT: All-round Thinker for Unsupervised Commonsense Question Answering COLING 2022
Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task COLING 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering COLING 2022
Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? COLING 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022
Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition COLING 2022
An MRC Framework for Semantic Role Labeling COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022
Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks COLING 2022