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Large Language Models

6,405 papers

Papers per year

Papers

TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications EMNLP 2025
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025
Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025
JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025
TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation EMNLP 2025
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025
I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025
Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025
Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair EMNLP 2025
ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction EMNLP 2025
Bidirectional Reasoning Supervision for Multilingual Financial Decision Making EMNLP 2025
Automotive Document Labeling Using Large Language Models EMNLP 2025
Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025
Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning EMNLP 2025
Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025
STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance EMNLP 2025
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025
Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025
Dr. Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian EMNLP 2025
Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025
CLARITY: Clinical Assistant for Routing, Inference, and Triage EMNLP 2025
HalluDetect: Detecting, Mitigating, and Benchmarking Hallucinations in Conversational Systems in the Legal Domain EMNLP 2025
How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts? EMNLP 2025