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Large Language Models

6405 directly classified papers

Papers per year

Papers

ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP 2024
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024
A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning EMNLP 2024
Towards Tool Use Alignment of Large Language Models EMNLP 2024
Tracking the perspectives of interacting language models EMNLP 2024
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024
Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? EMNLP 2024
Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024
Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models EMNLP 2024
SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation EMNLP 2024
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic EMNLP 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024
Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024
CMD: a framework for Context-aware Model self-Detoxification EMNLP 2024
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection EMNLP 2024
Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024
GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models EMNLP 2024
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024
Direct Multi-Turn Preference Optimization for Language Agents EMNLP 2024
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models EMNLP 2024
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search EMNLP 2024
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP 2024
Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024