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Large Language Models

2678 directly classified papers

Papers per year

Papers

Semformer: Transformer Language Models with Semantic Planning EMNLP 2024
DocCGen: Document-based Controlled Code Generation EMNLP 2024
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization EMNLP 2024
Collective Critics for Creative Story Generation EMNLP 2024
Model-based Preference Optimization in Abstractive Summarization without Human Feedback EMNLP 2024
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing EMNLP 2024
Sequential API Function Calling Using GraphQL Schema EMNLP 2024
The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models EMNLP 2024
Evaluating Diversity in Automatic Poetry Generation EMNLP 2024
Error Analysis of Multilingual Language Models in Machine Translation: A Case Study of English-Amharic Translation EMNLP 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies EMNLP 2024
Back to School: Translation Using Grammar Books EMNLP 2024
Towards Aligning Language Models with Textual Feedback EMNLP 2024
AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024
“They are uncultured”: Unveiling Covert Harms and Social Threats in LLM Generated Conversations EMNLP 2024
Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? EMNLP 2024
Waterfall: Scalable Framework for Robust Text Watermarking and Provenance for LLMs EMNLP 2024
SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding EMNLP 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024
ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024
Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk EMNLP 2024
Scalable Data Ablation Approximations for Language Models through Modular Training and Merging EMNLP 2024
Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing EMNLP 2024