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

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'15

'20

'25

Papers (including subtopics)

LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024 Llemma: An Open Language Model for Mathematics ICLR 2024 LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024 LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? NAACL 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction EMNLP 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 LLM-Assisted Code Cleaning For Training Accurate Code Generators ICLR 2024 LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages NAACL 2024 LLM Augmented LLMs: Expanding Capabilities through Composition ICLR 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NeurIPS 2024 LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024 LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems NAACL 2024 LLM-based Machine Translation and Summarization for Latin COLING 2024 LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination NAACL 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024 LLM-Based Robust Product Classification in Commerce and Compliance EMNLP 2024 LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications NAACL 2024 LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 LLM-Check: Investigating Detection of Hallucinations in Large Language Models NeurIPS 2024 LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations NAACL 2024 LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models EACL 2024 LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024