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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Socio-cultural adapted chatbots: Harnessing Knowledge Graphs and Large Language Models for enhanced context awarenes EACL 2024 Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classification EACL 2024 Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024 SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NeurIPS 2024 SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation NAACL 2024 Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs EMNLP 2024 SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training ACL 2024 Soft Measures for Extracting Causal Collective Intelligence EMNLP 2024 Soft Prompt Recovers Compressed LLMs, Transferably ICML 2024 Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space NeurIPS 2024 Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024 SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge CVPR 2024 SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling NAACL 2024 Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification ICLR 2024 Solving Data-centric Tasks using Large Language Models NAACL 2024 Solving General Natural-Language-Description Optimization Problems with Large Language Models NAACL 2024 Solving the Challenge Set without Solving the Task: On Winograd Schemas as a Test of Pronominal Coreference Resolution CoNLL 2024 Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation NAACL 2024 Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets EMNLP 2024 Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training ICLR 2024 SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024 Sövereign at The Perspective Argument Retrieval Shared Task 2024: Using LLMs with Argument Mining ACL 2024 Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models ACL 2024 Spanish Resource Grammar Version 2023 COLING 2024 SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model EMNLP 2024