conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

GPT-4 Jailbreaks Itself with Near-Perfect Success Using Self-Explanation EMNLP 2024
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets EMNLP 2024
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP 2024
CAVA: A Tool for Cultural Alignment Visualization & Analysis EMNLP 2024
TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024
Scaling Parameter-Constrained Language Models with Quality Data EMNLP 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction EMNLP 2024
Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024
Mixture of Diverse Size Experts EMNLP 2024
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models EMNLP 2024
LongGenBench: Long-context Generation Benchmark EMNLP 2024
SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning EMNLP 2024
Evaluating Language Model Character Traits EMNLP 2024
Abstraction-of-Thought Makes Language Models Better Reasoners EMNLP 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024
Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets EMNLP 2024
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 2024
Tending Towards Stability: Convergence Challenges in Small Language Models EMNLP 2024
SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024
Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues EMNLP 2024
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach EMNLP 2024
Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization EMNLP 2024
LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024
On the token distance modeling ability of higher RoPE attention dimension EMNLP 2024
CLEAR: Can Language Models Really Understand Causal Graphs? EMNLP 2024