conftrace_

label bia

30 papers

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Co-occurring keywords

bias mitigation (500) text classification (6793) globally normalized model (2) context-free grammar (49) large language model (13587) bias calibration (6) selection bia (55) fair classification (55) semantic parsing (960) in-context learning (1405)

Papers

Navigating Towards Fairness with Data Selection AAAI 2025
Mitigating Label Length Bias in Large Language Models IJCNLP 2025
Label Bias in Symbolic Representation of Meaning ACL 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
Beyond Generation: Leveraging LLM Creativity to Overcome Label Bias in Classification ACL 2025
Mitigating Label Bias in Machine Learning: Fairness through Confident Learning AAAI 2024
Beyond Performance: Quantifying and Mitigating Label Bias in LLMs NAACL 2024
TD²-Net: Toward Denoising and Debiasing for Video Scene Graph Generation AAAI 2024
Non-Autoregressive Machine Translation as Constrained HMM ACL 2024
Reducing the Label Bias for Timestamp Supervised Temporal Action Segmentation CVPR 2023
Mitigating Label Biases for In-context Learning ACL 2023
Fair Representation Learning with Unreliable Labels AISTATS 2023
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP 2023
Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models NIPS 2023
Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning MLHC 2022
Non-Autoregressive Sequence Generation ACL 2022
Global Normalization for Streaming Speech Recognition in a Modular Framework NIPS 2022
Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial NIPS 2021
Bias-tolerant Fair Classification ACML 2021
A Globally Normalized Neural Model for Semantic Parsing IJCNLP 2021
A DQN-based Approach to Finding Precise Evidences for Fact Verification IJCNLP 2021
Counterfactual Inference for Text Classification Debiasing ACL 2021
A Globally Normalized Neural Model for Semantic Parsing ACL 2021
Identifying and Correcting Label Bias in Machine Learning AISTATS 2020
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview ACL 2020