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

Efficiently Computing Susceptibility to Context in Language Models EMNLP 2024
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024
LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024
Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation EMNLP 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference EMNLP 2024
LLM Explainability via Attributive Masking Learning EMNLP 2024
Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice EMNLP 2024
Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation EMNLP 2024
Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models EMNLP 2024
Leveraging Web-Crawled Data for High-Quality Fine-Tuning EMNLP 2024
Generalized Measures of Anticipation and Responsivity in Online Language Processing EMNLP 2024
Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024
Self-Recognition in Language Models EMNLP 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024
Self-training Language Models for Arithmetic Reasoning EMNLP 2024
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations EMNLP 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models EMNLP 2024
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings EMNLP 2024
AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks EMNLP 2024
Regression Aware Inference with LLMs EMNLP 2024
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks EMNLP 2024
Downstream Trade-offs of a Family of Text Watermarks EMNLP 2024
Local and Global Decoding in Text Generation EMNLP 2024