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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

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Papers (including subtopics)

Rethinking Skip Connection with Layer Normalization COLING 2020
Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme COLING 2020
Supervised Visual Attention for Multimodal Neural Machine Translation COLING 2020
Incorporating Inner-word and Out-word Features for Mongolian Morphological Segmentation COLING 2020
Emergent Communication Pretraining for Few-Shot Machine Translation COLING 2020
A Large-Scale Corpus of E-mail Conversations with Standard and Two-Level Dialogue Act Annotations COLING 2020
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks COLING 2020
Rethinking the Value of Transformer Components COLING 2020
New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? COLING 2020
A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples COLING 2020
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters COLING 2020
Extreme Model Compression for On-device Natural Language Understanding COLING 2020
ECHR: Legal Corpus for Argument Mining COLING 2020
IITkgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports COLING 2020
Surface Realization Using Pretrained Language Models COLING 2020
Learning Emotion from 100 Observations: Unexpected Robustness of Deep Learning under Strong Data Limitations COLING 2020
HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection COLING 2020
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction COLING 2020
TR at SemEval-2020 Task 4: Exploring the Limits of Language-model-based Common Sense Validation COLING 2020
BYteam at SemEval-2020 Task 5: Detecting Counterfactual Statements with BERT and Ensembles COLING 2020
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model COLING 2020
DSC IIT-ISM at SemEval-2020 Task 8: Bi-Fusion Techniques for Deep Meme Emotion Analysis COLING 2020
ELMo-NB at SemEval-2020 Task 7: Assessing Sense of Humor in EditedNews Headlines Using ELMo and NB COLING 2020
IRLab_DAIICT at SemEval-2020 Task 9: Machine Learning and Deep Learning Methods for Sentiment Analysis of Code-Mixed Tweets COLING 2020
Reed at SemEval-2020 Task 9: Fine-Tuning and Bag-of-Words Approaches to Code-Mixed Sentiment Analysis COLING 2020