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1The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
https://sakana.ai/ai-scientist/
15 days ago by @yish
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1LangChain
LangChain’s suite of products supports developers along each step of their development journey.
2 months ago by @yish
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ai
developer
environment
llm
platform
tool
aideveloperenvironmentllmplatformtool
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1Researchers run high-performing large language model on the energy needed to power a lightbulb
https://news.ucsc.edu/2024/06/matmul-free-llm.html
2 months ago by @taein.kim
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2[2406.02528] Scalable MatMul-free Language Modeling
https://arxiv.org/abs/2406.02528
2 months ago by @taein.kim
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1Diff-pdf: tool to visually compare two PDFs | Hacker News
https://news.ycombinator.com/item?id=40854319
3 months ago by @bshanks
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llm
pdf
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1Insights from over 10,000 comments on "Ask HN: Who Is Hiring" using GPT-4o & LangChain | tamerc.com
https://tamerc.com/posts/ask-hn-who-is-hiring/
3 months ago by @bshanks
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llm
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15 melhores LLMs de código aberto (junho de 2024) - Unite.AI
https://www.unite.ai/pt/melhores-llms-de-c%C3%B3digo-aberto/
3 months ago by @christianoavila
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IA
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1ChatGPT just referenced a different chat I'd had with it. : r/ChatGPT
https://www.reddit.com/r/ChatGPT/comments/12k8ase/chatgpt_just_referenced_a_different_chat_id_had/
3 months ago by @bshanks
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1GitHub Copilot Workspace Review
https://matduggan.com/reviewing-github-copilot-workspaces/
3 months ago by @bshanks
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llm
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1Getting 50% (SoTA) on ARC-AGI with GPT-4o
https://redwoodresearch.substack.com/p/getting-50-sota-on-arc-agi-with-gpt
3 months ago by @bshanks
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1Training Language Models to Self-Correct via Reinforcement Learning
A. Kumar, V. Zhuang, R. Agarwal, Y. Su, J. Co-Reyes, A. Singh, K. Baumli, S. Iqbal, C. Bishop, R. Roelofs and 8 other author(s). (2024)
3 days ago by @emmy_isok
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LLM
self-correct
LLMself-correct
(0)
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1Advancing Building Energy Modeling with Large Language Models: Exploration and Case Studies
L. Zhang, Z. Chen, and V. Ford. (2024)
6 days ago by @mooneyme
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llm
llm
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2Advancing Annotation of Stance in Social Media Posts: A Comparative Analysis of Large Language Models and Crowd Sourcing
M. Li, and F. Conrad. ArXiv, (2024)
17 days ago by @pfcdgayo
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LLM
annotation
social-media
stance-detection
LLMannotationsocial-mediastance-detection
(0)
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1Leveraging Open Large Language Models for Multilingual Policy Topic Classification: The Babel Machine Approach
M. Seb\Hok, {. Máté, O. Ring, V. Kovács, and R. Lehoczki. Social Science Computer Review, (2024)
17 days ago by @pfcdgayo
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LLM
classification
topic-modeling
LLMclassificationtopic-modeling
(0)
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2The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions
S. Wagner, M. Behrendt, M. Ziegele, and S. Harmeling. ArXiv, (2024)
17 days ago by @pfcdgayo
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LLM
stance-detection
synthetic-data
LLMstance-detectionsynthetic-data
(0)
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2Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets.
S. Münker, K. Kugler, and A. Rettinger. (2024)
17 days ago by @pfcdgayo
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LLM
classification
topic-modeling
LLMclassificationtopic-modeling
(0)
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2LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
A. Bavaresco, R. Bernardi, L. Bertolazzi, D. Elliott, R. Fernández, A. Gatt, E. Ghaleb, M. Giulianelli, M. Hanna, A. Koller and 10 other author(s). (2024)
17 days ago by @pfcdgayo
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LLM
annotation
judges
labeling
LLMannotationjudgeslabeling
(0)
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2Scaling Synthetic Data Creation with 1,000,000,000 Personas
X. Chan, X. Wang, D. Yu, H. Mi, and D. Yu. (2024)
17 days ago by @pfcdgayo
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LLM
synthetic-data
LLMsynthetic-data
(0)
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3Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles
J. Kruk, M. Marchini, R. Magu, C. Ziems, D. Muchlinski, and D. Yang. (2024)
17 days ago by @pfcdgayo
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LLM
dog-whistles
framing
LLMdog-whistlesframing
(0)
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2Prompt Stability Scoring for Text Annotation with Large Language Models
C. Barrie, E. Palaiologou, and P. Törnberg. (2024)
17 days ago by @pfcdgayo
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LLM
annotation
classification
text-analysis
LLMannotationclassificationtext-analysis
(0)
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2Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
N. Sharma, K. Murray, and Z. Xiao. (2024)
17 days ago by @pfcdgayo
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LLM
misinformation
LLMmisinformation
(0)
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2Codebook LLMs: Adapting Political Science Codebooks for LLM Use and Adapting LLMs to Follow Codebooks
A. Halterman, and K. Keith. (2024)
17 days ago by @pfcdgayo
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LLM
annotation
codebooks
datasets
LLMannotationcodebooksdatasets
(0)
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2Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models
L. Abraham, C. Arnal, and A. Marie. (2024)
17 days ago by @pfcdgayo
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LLM
annotation
LLMannotation
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2In Silico Sociology: Forecasting COVID-19 Polarization with Large Language Models
A. Kozlowski, H. Kwon, and J. Evans. (2024)
17 days ago by @pfcdgayo
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LLM
polarization
LLMpolarization
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2Bridging Dictionary: AI-Generated Dictionary of Partisan Language Use
H. Jiang, D. Beeferman, W. Brannon, A. Heyward, and D. Roy. ArXiv, (2024)
17 days ago by @pfcdgayo
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LLM
lexicon
polarization
LLMlexiconpolarization
(0)
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2PRAGyan -- Connecting the Dots in Tweets
R. Ravi, G. Ginde, and J. Rokne. (2024)
17 days ago by @pfcdgayo
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LLM
SMA
knowledge-graph
LLMSMAknowledge-graph
(0)
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2LLMs left, right, and center: Assessing GPT's capabilities to label political bias from web domains
R. Hernandes. (2024)
17 days ago by @pfcdgayo
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GPT4
LLM
classification
GPT4LLMclassification
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2Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition
K. Bao, and C. Yang. (2024)
17 days ago by @pfcdgayo
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ChatGPT
LLM
NER
NLP
labeling
ChatGPTLLMNERNLPlabeling
(0)
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2On the Automated Processing of User Feedback
W. Maalej, V. Biryuk, J. Wei, and F. Panse. ArXiv, (2024)
17 days ago by @pfcdgayo
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LLM
ML
NLP
SMA
LLMMLNLPSMA
(0)
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2Are LLMs Good Annotators for Discourse-level Event Relation Extraction?
K. Wei, A. Gautam, and R. Huang. (2024)
17 days ago by @pfcdgayo
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LLM
NLP
discourse
information-extraction
supervised-ML
LLMNLPdiscourseinformation-extractionsupervised-ML
(0)
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2Label-Guided Prompt for Multi-label Few-shot Aspect Category Detection
C. Guan, Y. Zhu, Y. Bai, and L. Wang. (2024)
17 days ago by @pfcdgayo
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LLM
ML
classification
LLMMLclassification
(0)
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2Y Social: an LLM-powered Social Media Digital Twin
G. Rossetti, M. Stella, R. Cazabet, K. Abramski, E. Cau, S. Citraro, A. Failla, R. Improta, V. Morini, and V. Pansanella. (2024)
17 days ago by @pfcdgayo
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LLM
simulation
LLMsimulation
(0)
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1Data Management For Training Large Language Models: A Survey
Z. Wang, W. Zhong, Y. Wang, Q. Zhu, F. Mi, B. Wang, L. Shang, X. Jiang, and Q. Liu. (2024)
17 days ago by @pfcdgayo
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LLM
data-collection
data-curation
LLMdata-collectiondata-curation
(0)
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2Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models
P. Röttger, V. Hofmann, V. Pyatkin, M. Hinck, H. Kirk, H. Schütze, and D. Hovy. (2024)
17 days ago by @pfcdgayo
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LLM
evaluation
LLMevaluation
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2Unsupervised Episode Detection for Large-Scale News Events
P. Kargupta, Y. Zhang, Y. Jiao, S. Ouyang, and J. Han. (2024)
17 days ago by @pfcdgayo
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LLM
event-detection
text-mining
unsupervised-learning
LLMevent-detectiontext-miningunsupervised-learning
(0)
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2Large Language Models and Thematic Analysis: Human-AI Synergy in Researching Hate Speech on Social Media
P. Breazu, M. Schirmer, S. Hu, and N. Katsos. (2024)
17 days ago by @pfcdgayo
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LLM
text-analysis
thematic-analysis
LLMtext-analysisthematic-analysis
(0)
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1Leveraging Web-Crawled Data for High-Quality Fine-Tuning
J. Zhou, C. Jiang, W. Shen, X. Zhou, and X. He. (2024)
17 days ago by @pfcdgayo
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LLM
fine-tuning
web-crawling
LLMfine-tuningweb-crawling
(0)
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1Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussions
K. Balog, J. Palowitch, B. Ikica, F. Radlinski, H. Alvari, and M. Manshadi. (2024)
17 days ago by @pfcdgayo
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LLM
SMA
synthetic-data
LLMSMAsynthetic-data
(0)
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1Paired Completion: Flexible Quantification of Issue-framing at Scale with LLMs
S. Angus, and L. O'Neill. (2024)
17 days ago by @pfcdgayo
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LLM
NLP
classification
framing
LLMNLPclassificationframing
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1CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts
Q. Zeng, Y. Bai, Z. Tan, Z. Wu, S. Feng, and M. Jiang. (2024)
17 days ago by @pfcdgayo
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LLM
taxonomy
LLMtaxonomy
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1Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams
C. Garcia, A. Koerich, A. de Souza Britto Jr au2, and J. Barddal. (2024)
17 days ago by @pfcdgayo
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LLM
concept-drift
LLMconcept-drift
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1Automatic knowledge-graph creation from historical documents: The Chilean dictatorship as a case study
C. Díaz, J. Dunstan, L. Etcheverry, A. Fonck, A. Grez, D. Mery, J. Reutter, and H. Rojas. (2024)
17 days ago by @pfcdgayo
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LLM
knowledge-graph
LLMknowledge-graph
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1Beyond Labels: Aligning Large Language Models with Human-like Reasoning
M. Kabir, R. Sultan, I. Asif, J. Ahad, F. Rahman, M. Amin, N. Mohammed, and S. Rahman. (2024)
18 days ago by @pfcdgayo
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LLM
annotation
LLMannotation
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1A longitudinal sentiment analysis of Sinophobia during COVID-19 using large language models
C. Wang, and R. Chandra. (2024)
18 days ago by @pfcdgayo
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LLM
discourse
sentiment-analysis
social-media
LLMdiscoursesentiment-analysissocial-media
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1Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain
F. Grasso, and S. Locci. (2024)
18 days ago by @pfcdgayo
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LLM
classification
climate
LLMclassificationclimate
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1Leveraging GPT for the Generation of Multi-Platform Social Media Datasets for Research
H. Tari, D. Khan, J. Rutten, D. Othman, R. Kaushal, T. Bertaglia, and A. Iamnitchi. (2024)
18 days ago by @pfcdgayo
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LLM
disinformation
semantic-analysis
synthetic-data
LLMdisinformationsemantic-analysissynthetic-data
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1An Empirical Study on Information Extraction using Large Language Models
R. Han, C. Yang, T. Peng, P. Tiwari, X. Wan, L. Liu, and B. Wang. (2024)
18 days ago by @pfcdgayo
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GPT
LLM
information-extraction
GPTLLMinformation-extraction
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1Can Large Language Models Address Open-Target Stance Detection?
A. Akash, A. Fahmy, and A. Trabelsi. (2024)
18 days ago by @pfcdgayo
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LLM
classification
stance-detection
LLMclassificationstance-detection
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1CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation
I. Ziegler, A. Köksal, D. Elliott, and H. Schütze. (2024)
18 days ago by @pfcdgayo
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LLM
synthetic-data
LLMsynthetic-data
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1Large language models as a substitute for human experts in annotating political text
M. Heseltine, and B. Clemm von Hohenberg. Research & Politics, 11 (1): 20531680241236239 (2024)
18 days ago by @pfcdgayo
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GPT
LLM
annotation
text-analysis
GPTLLMannotationtext-analysis
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1Automated Annotation with Generative AI Requires Validation
N. Pangakis, S. Wolken, and N. Fasching. (2023)
18 days ago by @pfcdgayo
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LLM
annotation
LLMannotation
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2Sentiment Analysis in the Era of Large Language Models: A Reality Check
W. Zhang, Y. Deng, B. Liu, S. Pan, and L. Bing. (2023)
18 days ago by @pfcdgayo
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LLM
sentiment-analysis
LLMsentiment-analysis
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1Which Argumentative Aspects of Hate Speech in Social Media can be reliably identified?
D. Furman, P. Torres, J. Rodríguez, D. Letzen, V. Martínez, and L. Alemany. (2023)
18 days ago by @pfcdgayo
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LLM
SMA
annotation
hate-speech
social-media
LLMSMAannotationhate-speechsocial-media
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1Large language models for text classification: From zero-shot learning to fine-tuning
Y. Chae, and T. Davidson. Open Science Foundation, (2023)
18 days ago by @pfcdgayo
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LLM
classification
stance-detection
LLMclassificationstance-detection
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1Comparing Generative Large Language Models to Other Text Analysis Methods
N. Than. (2024)
18 days ago by @pfcdgayo
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LLM
ML
NLP
text-analysis
LLMMLNLPtext-analysis
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2Weak-PMLC: A large-scale framework for multi-label policy classification based on extremely weak supervision
J. Zhao, R. Song, C. Yue, Z. Wang, and H. Xu. Information Processing & Management, 60 (5): 103442 (2023)
19 days ago by @pfcdgayo
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LLM
classification
LLMclassification
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2Large Language Models Enable Few-Shot Clustering.
V. Viswanathan, K. Gashteovski, C. Lawrence, T. Wu, and G. Neubig. Trans. Assoc. Comput. Linguistics, (2024)
19 days ago by @pfcdgayo
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LLM
clustering
LLMclustering
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1Open-Source LLMs for Text Annotation: A Practical Guide for Model Setting and Fine-Tuning
M. Alizadeh, M. Kubli, Z. Samei, S. Dehghani, M. Zahedivafa, J. Bermeo, M. Korobeynikova, and F. Gilardi. (2024)
19 days ago by @pfcdgayo
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LLM
NLP
annotation
LLMNLPannotation
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1Artificially Intelligent Opinion Polling
R. Cerina, and R. Duch. (2023)
19 days ago by @pfcdgayo
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LLM
social-media
survey
LLMsocial-mediasurvey
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1Performing an Inductive Thematic Analysis of Semi-Structured Interviews With a Large Language Model: An Exploration and Provocation on the Limits of the Approach
S. Paoli. Social Science Computer Review, 42 (4): 997-1019 (2024)
19 days ago by @pfcdgayo
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GPT
LLM
thematic-analysis
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