conftrace_

Natural Language Processing

47,076 papers (54 classified directly here)

Subtopics

Applications (26,986) Resources & Methods (16,283) Generation (11,966) Understanding (7,071)

Papers per year

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Papers (including subtopics)

Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025
Neuro-Symbolic Natural Language Processing EMNLP 2025
Continual Learning of Large Language Models EMNLP 2025
Automating Alternative Generation in Decision-Making EMNLP 2025
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025
Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 2025
Can Large Language Models Personalize Dialogues to Generational Styles? EMNLP 2025
Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code EMNLP 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use EMNLP 2025
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025
On Domain-Adaptive Post-Training for Multimodal Large Language Models EMNLP 2025
CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization EMNLP 2025
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework EMNLP 2025
DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025
Audio-Aware Large Language Models as Judges for Speaking Styles EMNLP 2025
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems EMNLP 2025
Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization EMNLP 2025
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction EMNLP 2025
MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering EMNLP 2025
RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction EMNLP 2025