conftrace_

text classification

6793 papers

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TC

Co-occurring keywords

large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024

Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024

Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024

Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk EACL 2024

A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter ACL 2024

IMS_medicALY at #SMM4H 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling ACL 2024

Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024

VI-OOD: A Unified Framework of Representation Learning for Textual Out-of-distribution Detection COLING 2024

Cheap Ways of Extracting Clinical Markers from Texts EACL 2024

Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024

UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024

1024m at SMM4H 2024: Tasks 3, 5 & 6 - Self Reported Health Text Classification through Ensembles ACL 2024

Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal ACL 2024

CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models ACL 2024

Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024

SarcNet: A Multilingual Multimodal Sarcasm Detection Dataset COLING 2024

DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024

Metaphors in Online Religious Communication: A Detailed Dataset and Cross-Genre Metaphor Detection COLING 2024

SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels COLING 2024

Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024

Multi-domain Hate Speech Detection Using Dual Contrastive Learning and Paralinguistic Features COLING 2024

Prior Knowledge-Guided Adversarial Training ACL 2024

RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024

Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media ACL 2024

IDEM: The IDioms with EMotions Dataset for Emotion Recognition COLING 2024