Resources & Methods
16,196 papers (36 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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10
9
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77
224
402
561
898
1,020
1,354
1,930
3,704
4,815
1,149
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Papers (including subtopics)
From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline
ICML 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts
ACL 2025
From Distributional to Overton Pluralism: Investigating Large Language Model Alignment
NAACL 2025
From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning
ICCV 2025
From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages
ACL 2025
From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning
ACL 2025
From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs
ACL 2025
From Evidence to Belief: A Bayesian Epistemology Approach to Language Models
NAACL 2025
From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge
IJCNLP 2025
From Generalist to Specialist: A Survey of Large Language Models for Chemistry
COLING 2025
From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse
EMNLP 2025
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models
ACL 2025
From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs
EMNLP 2025
From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
ACL 2025
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization
ACL 2025
From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors
EMNLP 2025
From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models
NAACL 2025
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning
NAACL 2025
From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation
EMNLP 2025
From Language Models over Tokens to Language Models over Characters
ICML 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network
EMNLP 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models
ACL 2025
From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models
ICML 2025
From Monolingual to Bilingual: Investigating Language Conditioning in Large Language Models for Psycholinguistic Tasks
IJCNLP 2025
From Movement Memories to Robotic Dialogue: A Language-Mediated Pipeline for Somatic Machine Translation
NeurIPS 2025