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Natural Language Processing
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Information Extraction
3209 directly classified papers
Papers per year
2002: 1
2003: 1
2009: 1
2011: 3
2012: 2
2013: 1
2016: 28
2017: 113
2018: 179
2019: 278
2020: 323
2021: 412
2022: 424
2023: 426
2024: 437
2025: 489
2026: 91
Papers
TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles
EMNLP 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition
ACL 2023
HistRED: A Historical Document-Level Relation Extraction Dataset
ACL 2023
Low-Resource Personal Attribute Prediction from Conversations
AAAI 2023
Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation
ACL 2023
Enhancing Structured Evidence Extraction for Fact Verification
EMNLP 2023
Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL
EMNLP 2023
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction
ACL 2023
Rethinking Document-Level Relation Extraction: A Reality Check
ACL 2023
CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction
ACL 2023
IDRISI-D: Arabic and English Datasets and Benchmarks for Location Mention Disambiguation over Disaster Microblogs
EMNLP 2023
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures
EMNLP 2023
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor
EMNLP 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction
ACL 2023
EDeR: Towards Understanding Dependency Relations Between Events
EMNLP 2023
Frustratingly Easy Label Projection for Cross-lingual Transfer
ACL 2023
Understanding the Cooking Process with English Recipe Text
ACL 2023
Linguistic representations for fewer-shot relation extraction across domains
ACL 2023
Learning with Partial Annotations for Event Detection
ACL 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?
ACL 2023
Unlocking the Heterogeneous Landscape of Big Data NLP with DUUI
EMNLP 2023
Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport
ACL 2023
Open Information Extraction via Chunks
EMNLP 2023
A Comprehensive Evaluation of Biomedical Entity Linking Models
EMNLP 2023
Set Learning for Generative Information Extraction
EMNLP 2023
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