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

1

3

5

5

4

19

24

28

26

35

42

55

142

116

147

330

517

1,020

1,828

2,498

3,411

3,854

5,063

6,422

7,176

1,666

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024 Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning COLING 2024 Beyond Memorization: Violating Privacy via Inference with Large Language Models ICLR 2024 Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024 Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning AAAI 2024 Beyond Performance: Quantifying and Mitigating Label Bias in LLMs NAACL 2024 Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression EMNLP 2024 Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning ECCV 2024 Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query NAACL 2024 Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains ICML 2024 Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal ACL 2024 Beyond Slow Signs in High-fidelity Model Extraction NeurIPS 2024 Beyond SOT: Tracking Multiple Generic Objects at Once WACV 2024 Beyond Structured Attributes: Image-Based Predictive Trends for Chest X-Ray Classification MIDL 2024 Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients ICML 2024 Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models IJCAI 2024 Beyond the Surface: Spurious Cues in Automatic Media Bias Detection EACL 2024 Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024 BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs EMNLP 2024 Bias and Diversity in Synthetic-Based Face Recognition WACV 2024 Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency NeurIPS 2024 BiasDora: Exploring Hidden Biased Associations in Vision-Language Models EMNLP 2024 BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization ACL 2024 Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract) AAAI 2024 Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training NeurIPS 2024