conftrace_
← Resources & Methods
Natural Language Processing › Resources & Methods ›

Large Language Models

9,067 papers

Papers per year

Papers

TOWER: Tree Organized Weighting for Evaluating Complex Instructions EMNLP 2024
QEFT: Quantization for Efficient Fine-Tuning of LLMs EMNLP 2024
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers EMNLP 2024
TextLap: Customizing Language Models for Text-to-Layout Planning EMNLP 2024
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models EMNLP 2024
“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? EMNLP 2024
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness EMNLP 2024
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data EMNLP 2024
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024
LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation EMNLP 2024
Unlocking Black-Box Prompt Tuning Efficiency via Zeroth-Order Optimization EMNLP 2024
Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models EMNLP 2024
CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models EMNLP 2024
AXCEL: Automated eXplainable Consistency Evaluation using LLMs EMNLP 2024
Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition EMNLP 2024
Self-training Large Language Models through Knowledge Detection EMNLP 2024
VE-KD: Vocabulary-Expansion Knowledge-Distillation for Training Smaller Domain-Specific Language Models EMNLP 2024
Re-examining Sexism and Misogyny Classification with Annotator Attitudes EMNLP 2024
When ”A Helpful Assistant” Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models EMNLP 2024
Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors EMNLP 2024
ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning EMNLP 2024
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024
Large Language Models Know What To Say But Not When To Speak EMNLP 2024
CoCoHD: Congress Committee Hearing Dataset EMNLP 2024