conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

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

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

Papers per year

2

3

5

5

7

5

6

4

10

9

6

77

224

402

561

898

1,020

1,354

1,930

3,704

4,815

1,149

'10

'15

'20

'25

Papers (including subtopics)

RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024 RAGAs: Automated Evaluation of Retrieval Augmented Generation EACL 2024 RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Multi-Modal Large Language Model Learning RSS 2024 RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024 RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024 RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024 RAGs to Style: Personalizing LLMs with Style Embeddings EACL 2024 RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models ACL 2024 RAGViz: Diagnose and Visualize Retrieval-Augmented Generation EMNLP 2024 Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts NeurIPS 2024 Rakuten’s Participation in WMT 2024 Patent Translation Task EMNLP 2024 RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models ACL 2024 Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning ICML 2024 Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024 Ranking Large Language Models without Ground Truth ACL 2024 Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese COLING 2024 RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval ICLR 2024 Rasid at StanceEval: Fine-tuning MARBERT for Arabic Stance Detection ACL 2024 Rationales for Answers to Simple Math Word Problems Confuse Large Language Models ACL 2024 RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations ACL 2024 RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024 Read between the lines - Functionality Extraction From READMEs NAACL 2024 ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024 REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition ACL 2024 REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP 2024