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Natural Language Processing
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Text Classification
6,754 papers
Papers per year
2000: 1
2001: 1
2002: 1
2003: 3
2004: 1
2005: 2
2006: 4
2007: 2
2008: 4
2009: 4
2010: 3
2011: 3
2012: 2
2013: 8
2014: 6
2015: 2
2016: 56
2017: 173
2018: 281
2019: 461
2020: 628
2021: 778
2022: 844
2023: 884
2024: 1050
2025: 1378
2026: 174
Papers
NLP Systems That Can’t Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps
NAACL 2024
ToXCL: A Unified Framework for Toxic Speech Detection and Explanation
NAACL 2024
XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners
NAACL 2024
Beyond Performance: Quantifying and Mitigating Label Bias in LLMs
NAACL 2024
Generalizable Multilingual Hate Speech Detection on Low Resource Indian Languages using Fair Selection in Federated Learning
NAACL 2024
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling
NAACL 2024
Can Language Model Moderators Improve the Health of Online Discourse?
NAACL 2024
MisgenderMender: A Community-Informed Approach to Interventions for Misgendering
NAACL 2024
BUST: Benchmark for the evaluation of detectors of LLM-Generated Text
NAACL 2024
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations
NAACL 2024
Personalized Review Recommendation based on Implicit dimension mining
NAACL 2024
Contextualizing Argument Quality Assessment with Relevant Knowledge
NAACL 2024
LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection
NAACL 2024
Llama meets EU: Investigating the European political spectrum through the lens of LLMs
NAACL 2024
LifeTox: Unveiling Implicit Toxicity in Life Advice
NAACL 2024
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
NAACL 2024
Multi-Source Text Classification for Multilingual Sentence Encoder with Machine Translation
NAACL 2024
Modeling and Detecting Company Risks from News
NAACL 2024
Prompt Tuned Embedding Classification for Industry Sector Allocation
NAACL 2024
Leveraging Natural Language Processing and Large Language Models for Assisting Due Diligence in the Legal Domain
NAACL 2024
Scaling Up Authorship Attribution
NAACL 2024
Self-Regulated Data-Free Knowledge Amalgamation for Text Classification
NAACL 2024
GPT-who: An Information Density-based Machine-Generated Text Detector
NAACL 2024
Leveraging Contextual Information for Effective Entity Salience Detection
NAACL 2024
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
NAACL 2024
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