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)

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Papers (including subtopics)

LLMBox: A Comprehensive Library for Large Language Models ACL 2024 LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 LLM-Check: Investigating Detection of Hallucinations in Large Language Models NeurIPS 2024 LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations NAACL 2024 LLMDFA: Analyzing Dataflow in Code with Large Language Models NeurIPS 2024 LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024 LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking EACL 2024 LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement EMNLP 2024 LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024 LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs IJCAI 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLM Evaluators Recognize and Favor Their Own Generations NeurIPS 2024 LLM generated responses to mitigate the impact of hate speech EMNLP 2024 LLM Internal States Reveal Hallucination Risk Faced With a Query EMNLP 2024 LLM Performance Predictors are good initializers for Architecture Search ACL 2024 LLM-Rec: Personalized Recommendation via Prompting Large Language Models NAACL 2024 LLMs and NLP for Generalized Learning in AI-Enhanced Educational Videos and Powering Curated Videos with Generative Intelligence EMNLP 2024 LLMs Are Few-Shot In-Context Low-Resource Language Learners NAACL 2024 LLMs are Good Action Recognizers CVPR 2024 LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024 LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition ACL 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings NeurIPS 2024 LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024 LLMs Can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought IJCAI 2024