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
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'25
Papers (including subtopics)
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
EMNLP 2024
Choosy Babies Need One Coach: Inducing Mode-Seeking Behavior in BabyLlama with Reverse KL Divergence
CoNLL 2024
Chronic Poisoning: Backdoor Attack against Split Learning
AAAI 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks
ACL 2024
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers
ACL 2024
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition
ACL 2024
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification
ACL 2024
CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis
ICLR 2024
CIFD: Controlled Information Flow to Enhance Knowledge Distillation
NeurIPS 2024
CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph
AAAI 2024
Citation-Enhanced Generation for LLM-based Chatbots
ACL 2024
CiteME: Can Language Models Accurately Cite Scientific Claims?
NeurIPS 2024
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling
EMNLP 2024
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer
AAAI 2024
Claim-Centric and Sentiment Guided Graph Attention Network for Rumour Detection
COLING 2024
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines?
EMNLP 2024
ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics
EMNLP 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
EMNLP 2024
CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech
ICLR 2024
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence
NeurIPS 2024
CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models
ACL 2024
Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective
AAAI 2024
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations
NeurIPS 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness
CVPR 2024
Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating
ACL 2024