conftrace_

Natural Language Processing

46,586 papers (52 classified directly here)

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

Applications (26,116) Resources & Methods (16,196) Generation (11,987) Understanding (6,547)

Papers per year

4

2

8

9

3

6

15

21

21

24

20

18

23

39

31

42

365

1,249

2,179

2,937

3,999

4,088

5,096

5,558

8,132

9,879

2,818

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

DaNet: Dual-Aware Enhanced Alignment Network for Multimodal Aspect-Based Sentiment Analysis ACL 2025 DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification ACL 2025 DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025 DASA-Trans-STM: Adaptive Efficient Transformer for Short Text Matching using Data Augmentation and Semantic Awareness EMNLP 2025 Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025 Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025 Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis IJCNLP 2025 Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data EMNLP 2025 Database-Augmented Query Representation for Information Retrieval EMNLP 2025 DataBees at SemEval-2025 Task 11: Challenges and Limitations in Multi-Label Emotion Detection SemEval 2025 Data-centric NLP Backdoor Defense from the Lens of Memorization NAACL 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments ICML 2025 Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025 Data Drives Unstable Hierarchical Generalization in LMs EMNLP 2025 Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data EMNLP 2025 Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 Dataflow-Guided Neuro-Symbolic Language Models for Type Inference ICML 2025 Data Gatherer: LLM-Powered Dataset Reference Extraction from Scientific Literature ACL 2025 DataGen: Unified Synthetic Dataset Generation via Large Language Models ICLR 2025 Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA SemEval 2025 DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025 DataMan: Data Manager for Pre-training Large Language Models ICLR 2025 Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy COLING 2025 Data-scarce Behavior Editing of Language Models EMNLP 2025