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Large Language Models

6405 directly classified papers

Papers per year

Papers

Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025
Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025
SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks EMNLP 2025
CafGa: Customizing Feature Attributions to Explain Language Models EMNLP 2025
MASA: LLM-Driven Multi-Agent Systems for Autoformalization EMNLP 2025
EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025
LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents EMNLP 2025
Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025
ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025
QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025
Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt Generation for Enhanced LLM Content Moderation EMNLP 2025
Controllable Clustering with LLM-driven Embeddings EMNLP 2025
NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025
RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation EMNLP 2025
JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025
Bidirectional Reasoning Supervision for Multilingual Financial Decision Making EMNLP 2025
Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025
CLARITY: Clinical Assistant for Routing, Inference, and Triage EMNLP 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025