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

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'25

Papers (including subtopics)

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 M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025 ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025 MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025 M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025 MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 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 MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers ICCV 2025 MMD-ERE: Multi-Agent Multi-Sided Debate for Event Relation Extraction COLING 2025 MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models ICLR 2025 MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS ICLR 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 MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025 MMLF: Multi-query Multi-passage Late Fusion Retrieval NAACL 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 MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions ICLR 2025 MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025 MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems ACL 2025