conftrace_

Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

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1,828

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Papers (including subtopics)

The Generalization and Robustness of Transformer-Based Language Models on Commonsense Reasoning AAAI 2024 The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models EMNLP 2024 The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) ACL 2024 The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective JMLR 2024 The Greek podcast corpus: Competitive speech models for low-resourced languages with weakly supervised data Interspeech 2024 The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations NeurIPS 2024 The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry ICLR 2024 The Impact of Differential Privacy on Group Disparity Mitigation NAACL 2024 The Impact of Features Used by Algorithms on Perceptions of Fairness IJCAI 2024 The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing NeurIPS 2024 The importance of feature preprocessing for differentially private linear optimization ICLR 2024 The influence of L2 accent strength and different error types on personality trait ratings Interspeech 2024 The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers (Student Abstract) AAAI 2024 The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach Interspeech 2024 The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information NeurIPS 2024 The Limits of Differential Privacy in Online Learning NeurIPS 2024 The LLM Effect: Are Humans Truly Using LLMs, or Are They Being Influenced By Them Instead? EMNLP 2024 The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024 The Mamba in the Llama: Distilling and Accelerating Hybrid Models NeurIPS 2024 The MOLOR Lemma Bank: a New LLOD Resource for Old Irish COLING 2024 The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NeurIPS 2024 The Neglected Tails in Vision-Language Models CVPR 2024 The Non-linear F-Design and Applications to Interactive Learning ICML 2024 The Onomastic Repertoire of the Roman d’Alexandre (ORNARE). Designing an Integrated Digital Onomastic Tool for Medieval French Romance COLING 2024 Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability ICML 2024