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)

Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025 Mixture of LoRA Experts for Continual Information Extraction with LLMs EMNLP 2025 MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 2025 MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025 MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025 MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models ACL 2025 M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria NAACL 2025 ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025 MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025 MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning ICCV 2025 MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios AAAI 2025 mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models IJCNLP 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge ICLR 2025 MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark ACL 2025 MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025 MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments CVPR 2025 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ACL 2025 MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025 MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025 Modal Dependency Parsing via Biaffine Attention with Self-Loop ACL 2025 Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer EMNLP 2025 Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems ACL 2025 Model Extrapolation Expedites Alignment ACL 2025