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)

An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding NeurIPS 2024 An efficient text augmentation approach for contextualized Mandarin speech recognition Interspeech 2024 An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024 An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding IJCAI 2024 An Empirical Study Into What Matters for Calibrating Vision-Language Models ICML 2024 An Empirical Study of Distributed Deep Learning Training on Edge (Student Abstract) AAAI 2024 An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models ACL 2024 An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024 An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition COLING 2024 An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024 An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference EMNLP 2024 An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models ACL 2024 An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla ACL 2024 An Emulator for Fine-tuning Large Language Models using Small Language Models ICLR 2024 An engine not a camera: Measuring performative power of online search NeurIPS 2024 A Neural Architecture Predictor based on GNN-Enhanced Transformer AISTATS 2024 A Neural-Preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary Conditions ICML 2024 A New Dataset for Tonal and Segmental Dialectometry from the Yue- and Pinghua-Speaking Area EACL 2024 A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization ICML 2024 A New Paradigm for Counterfactual Reasoning in Fairness and Recourse IJCAI 2024 An Explainable Approach to Understanding Gender Stereotype Text ACL 2024 An Extensible Framework for Open Heterogeneous Collaborative Perception ICLR 2024 Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution ACL 2024 An Image-enhanced Molecular Graph Representation Learning Framework IJCAI 2024 An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models ECCV 2024