conftrace_

Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding NAACL 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL 2022
Tricks for Training Sparse Translation Models NAACL 2022
Recognition of They/Them as Singular Personal Pronouns in Coreference Resolution NAACL 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022
Benchmarking Intersectional Biases in NLP NAACL 2022
Adaptable Adapters NAACL 2022
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation NAACL 2022
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022
Knowledge Inheritance for Pre-trained Language Models NAACL 2022
Towards Debiasing Translation Artifacts NAACL 2022
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting NAACL 2022
Optimising Equal Opportunity Fairness in Model Training NAACL 2022
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval NAACL 2022
Collective Relevance Labeling for Passage Retrieval NAACL 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers NAACL 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022
A Data Cartography based MixUp for Pre-trained Language Models NAACL 2022
Causal Distillation for Language Models NAACL 2022
FNet: Mixing Tokens with Fourier Transforms NAACL 2022
Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022
Learning Cross-Lingual IR from an English Retriever NAACL 2022
Measure and Improve Robustness in NLP Models: A Survey NAACL 2022