자연어처리·LLM, 학회
EMNLP 논문을 낸 국내 연구실
탑티어Empirical Methods in Natural Language Processing. 2023년 이후 논문 301편, 연구실 110곳
이 학회에 논문을 낸 연구실
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탑티어 10전체 13구성원 12
대규모 언어 모델AI 안전·정렬
최근 논문
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- Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4
2024, 천둥 연구실
- Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation
2024, 기계학습 및 비전 연구실
- Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization
2024, 서민준 연구실
- How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models
2024, 언어 인지 및 피지컬 지능 연구실
- Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists
2024, 자연어처리연구실
- InfiniPot: Infinite Context Processing on Memory-Constrained LLMs
2024, 음성 및 자연어처리 연구실
- Integrating Plutchik's Theory with Mixture of Experts for Enhancing Emotion Classification
2024, ING Lab
- Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation
2024, 언어 및 데이터지능 연구실
- Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
2024, 언어 및 데이터지능 연구실
- Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs
2024, COCO Lab
- Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas
2024, 데이터사이언스사회분석연구실
- Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
2024, 언어 및 범용인공지능, 언어 인지 및 피지컬 지능 연구실
- Learning to Correct for QA Reasoning with Black-box LLMs
2024, 언어 기계 학습
- LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble
2024, CSI Agent
- Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis
2024, 데이터인텔리전스
- Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback
2024, 이기민 연구실, AGI-LAB, KAIST
- MATE: Meet At The Embedding - Connecting Images with Long Texts
2024, Universal Transfer Learning (UTL) Lab
- MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science
2024, 데이터 인텔리전스