conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

Papers per year

2

3

5

5

7

5

6

4

10

9

6

77

224

402

561

898

1,020

1,354

1,930

3,704

4,815

1,149

'10

'15

'20

'25

Papers (including subtopics)

SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models ICML 2024 SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression ICLR 2024 SqueezeLLM: Dense-and-Sparse Quantization ICML 2024 SSN_ARMM at SemEval-2024 Task 10: Emotion Detection in Multilingual Code-Mixed Conversations using LinearSVC and TF-IDF SemEval 2024 SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024 SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024 Stable Anisotropic Regularization ICLR 2024 StableMask: Refining Causal Masking in Decoder-only Transformer ICML 2024 StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation EMNLP 2024 StackEval: Benchmarking LLMs in Coding Assistance NeurIPS 2024 Stanceosaurus 2.0 - Classifying Stance Towards Russian and Spanish Misinformation EACL 2024 Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024 Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning NeurIPS 2024 STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models AAAI 2024 StatBot.Swiss: Bilingual Open Data Exploration in Natural Language ACL 2024 Statistical Rejection Sampling Improves Preference Optimization ICLR 2024 Stealth edits to large language models NeurIPS 2024 Stealthy Attack on Large Language Model based Recommendation ACL 2024 Stepwise Alignment for Constrained Language Model Policy Optimization NeurIPS 2024 Still All Greeklish to Me: Greeklish to Greek Transliteration COLING 2024 Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024 StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024 Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning EMNLP 2024 StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving NeurIPS 2024 Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models NeurIPS 2024