Resources & Methods
16,196 papers (36 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
2
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5
5
7
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6
4
10
9
6
77
224
402
561
898
1,020
1,354
1,930
3,704
4,815
1,149
'10
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Papers (including subtopics)
From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning
EMNLP 2024
From Bytes to Borsch: Fine-Tuning Gemma and Mistral for the Ukrainian Language Representation
COLING 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
EMNLP 2024
From Consumers to Critical Users: Prompty, an AI Literacy Tool for High School Students
AAAI 2024
From Discrete to Continuous Classes: A Situational Analysis of Multilingual Web Registers with LLM Annotations
EMNLP 2024
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning
ACL 2024
From Field Linguistics to NLP: Creating a curated dataset in Amuzgo language
NAACL 2024
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning
NAACL 2024
From Language to Pixels: Task Recognition and Task Learning in LLMs
EMNLP 2024
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
ACL 2024
From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models
ACL 2024
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
NeurIPS 2024
From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization
COLING 2024
From N-grams to Pre-trained Multilingual Models For Language Identification
EMNLP 2024
From Nile Sands to Digital Hands: Machine Translation of Coptic Texts
ACL 2024
From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models
ACL 2024
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
NAACL 2024
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression
EMNLP 2024
From ‘Showgirls’ to ‘Performers’: Fine-tuning with Gender-inclusive Language for Bias Reduction in LLMs
ACL 2024
From Static to Dynamic: Knowledge Metabolism for Large Language Models
AAAI 2024
From Technology to Market. Bilingual Corpus on the Evaluation of Technology Opportunity Discovery
COLING 2024
From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items
EMNLP 2024
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs
Interspeech 2024
From Text to Maps: LLM-Driven Extraction and Geotagging of Epidemiological Data
EMNLP 2024
Full Parameter Fine-tuning for Large Language Models with Limited Resources
ACL 2024