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

2,498

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6,422

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1,666

2000

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Papers (including subtopics)

The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese EACL 2024 The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection NeurIPS 2024 The Bias Amplification Paradox in Text-to-Image Generation NAACL 2024 The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024 The CLC-UKET Dataset: Benchmarking Case Outcome Prediction for the UK Employment Tribunal EMNLP 2024 THE COLOSSEUM: A Benchmark for Evaluating Generalization for Robotic Manipulation RSS 2024 The Constant in HATE: Toxicity in Reddit across Topics and Languages COLING 2024 The Crime of Being Poor: Associations between Crime and Poverty on Social Media in Eight Countries NAACL 2024 The CyberEquity Lab at FIGNEWS 2024 Shared Task: Annotating a Corpus of Facebook Posts to Label Bias and Propaganda in Gaza-Israel War Coverage in Five Languages ACL 2024 The Data Addition Dilemma MLHC 2024 The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models ICLR 2024 The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation COLING 2024 The Effectiveness of Random Forgetting for Robust Generalization ICLR 2024 The Effect of Data Partitioning Strategy on Model Generalizability: A Case Study of Morphological Segmentation NAACL 2024 The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images ICLR 2024 The Effect of Weight Precision on the Neuron Count in Deep ReLU Networks ICML 2024 The Entropy Enigma: Success and Failure of Entropy Minimization ICML 2024 The Eternal Tussle: Exploring the Role of Centralization in IPFS NSDI 2024 The Factuality Tax of Diversity-Intervened Text-to-Image Generation: Benchmark and Fact-Augmented Intervention EMNLP 2024 The Fairness Fair: Bringing Human Perception into Collective Decision-Making AAAI 2024 The Fairness-Quality Tradeoff in Clustering NeurIPS 2024 The False Promise of Imitating Proprietary Language Models ICLR 2024 The FIGNEWS Shared Task on News Media Narratives ACL 2024 The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale NeurIPS 2024 The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning NeurIPS 2024