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

SEFLAG: Systematic Evaluation Framework for NLP Models and Datasets in Latin and Ancient Greek EMNLP 2024
All Models are Wrong, But Some are Deadly: Inconsistencies in Emotion Detection in Suicide-related Tweets EMNLP 2024
Exploring the Jungle of Bias: Political Bias Attribution in Language Models via Dependency Analysis EMNLP 2024
Investigating Ableism in LLMs through Multi-turn Conversation EMNLP 2024
CompLex-ZH: A New Dataset for Lexical Complexity Prediction in Mandarin and Cantonese EMNLP 2024
HOAXPEDIA: A Unified Wikipedia Hoax Articles Dataset EMNLP 2024
ARMADA: Attribute-Based Multimodal Data Augmentation EMNLP 2024
Summarization-Based Document IDs for Generative Retrieval with Language Models EMNLP 2024
SJTU System Description for the WMT24 Low-Resource Languages of Spain Task EMNLP 2024
Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts EMNLP 2024
Mental Disorder Classification via Temporal Representation of Text EMNLP 2024
EU DisinfoTest: a Benchmark for Evaluating Language Models’ Ability to Detect Disinformation Narratives EMNLP 2024
How Are Metaphors Processed by Language Models? The Case of Analogies EMNLP 2024
Further Compressing Distilled Language Models via Frequency-aware Partial Sparse Coding of Embeddings EMNLP 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints EMNLP 2024
Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models EMNLP 2024
Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024
The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP 2024
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP 2024
Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing EMNLP 2024
Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models EMNLP 2024
ChatGPT Doesn’t Trust Chargers Fans: Guardrail Sensitivity in Context EMNLP 2024
Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024
RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024