conftrace_

benchmark dataset

635 papers

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Co-occurring keywords

large language model (13587) question answering (2963) benchmark evaluation (1556) text classification (6793) multilingual nlp (1426) multimodal learning (4645) natural language understanding (846) language model (4599) video understanding (1658) natural language inference (1287)

Papers

DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025
ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research CVPR 2025
LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains EMNLP 2025
A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025
Doppelganger-JC: Benchmarking the LLMs’ Understanding of Cross-Lingual Homographs between Japanese and Chinese IJCNLP 2025
A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers EMNLP 2025
VGGSounder: Audio-Visual Evaluations for Foundation Models ICCV 2025
ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025
FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding IJCNLP 2025
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025
Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering EMNLP 2025
MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025
C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations EMNLP 2025
Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025
SPaRC: A Spatial Pathfinding Reasoning Challenge EMNLP 2025
CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China EMNLP 2025
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025
AI Sees Your Location—But With A Bias Toward The Wealthy World EMNLP 2025
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025
Data Gatherer: LLM-Powered Dataset Reference Extraction from Scientific Literature ACL 2025