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Papers
Map&Make: Schema Guided Text to Table Generation
ACL 2025
Massively Multilingual Instruction-Following Information Extraction
ACL 2025
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows
NAACL 2025
Matching and Linking Entries in Historical Swedish Encyclopedias
NAACL 2025
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models
EMNLP 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction
AACL 2025
Metadata Generation for Research Data from URL Citation Contexts in Scholarly Papers: Task Definition and Dataset Construction
AACL 2025
Mixture of LoRA Experts for Continual Information Extraction with LLMs
EMNLP 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
ACL 2025
MOD-KG: MultiOrgan Diagnosis Knowledge Graph
AACL 2025
MPL: Multiple Programming Languages with Large Language Models for Information Extraction
ACL 2025
Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition
AAAI 2025
Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification
EMNLP 2025
NakbaTR: A Turkish NER Dataset for Nakba Narratives
COLING 2025
Natural Language Processing for Human Resources: A Survey
NAACL 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review
ACL 2025
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims
EMNLP 2025
Overview of the Fifth Workshop on Scholarly Document Processing
ACL 2025
Overview of the Third Workshop for Artificial Intelligence for Scientific Publications
AACL 2025
PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs
ACL 2025
PatchFinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty
WACV 2025
PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
CVPR 2025
PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights
ACL 2025
PreClinIE: An Annotated Corpus for Information Extraction in Preclinical Studies
ACL 2025
Proactive User Information Acquisition via Chats on User-Favored Topics
EMNLP 2025