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

ISEP_Presidency_University at MLSP 2024 Shared Task: Using GPT-3.5 to Generate Substitutes for Lexical Simplification NAACL 2024
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain NAACL 2024
HSE NLP Team at MEDIQA-CORR 2024 Task: In-Prompt Ensemble with Entities and Knowledge Graph for Medical Error Correction NAACL 2024
Context vs. Human Disagreement in Sarcasm Detection NAACL 2024
Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget NAACL 2024
Genaios at SemEval-2024 Task 8: Detecting Machine-Generated Text by Mixing Language Model Probabilistic Features NAACL 2024
NIMZ at SemEval-2024 Task 9: Evaluating Methods in Solving Brainteasers Defying Commonsense NAACL 2024
BAMO at SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense NAACL 2024
YNU-HPCC at SemEval-2024 Task 7: Instruction Fine-tuning Models for Numerical Understanding and Generation NAACL 2024
CAILMD-23 at SemEval-2024 Task 1: Multilingual Evaluation of Semantic Textual Relatedness NAACL 2024
MAMET at SemEval-2024 Task 7: Supervised Enhanced Reasoning Agent Model NAACL 2024
DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024
Calc-CMU at SemEval-2024 Task 7: Pre-Calc - Learning to Use the Calculator Improves Numeracy in Language Models NAACL 2024
ALF at SemEval-2024 Task 9: Exploring Lateral Thinking Capabilities of LMs through Multi-task Fine-tuning NAACL 2024
Maha Bhaashya at SemEval-2024 Task 6: Zero-Shot Multi-task Hallucination Detection NAACL 2024
MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification NAACL 2024
Lower Bounds on the Expressivity of Recurrent Neural Language Models NAACL 2024
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text NAACL 2024
GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation NAACL 2024
ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling NAACL 2024
DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure NAACL 2024
DUTh at SemEval 2024 Task 8: Comparing classic Machine Learning Algorithms and LLM based methods for Multigenerator, Multidomain and Multilingual Machine-Generated Text Detection NAACL 2024
SLPL SHROOM at SemEval2024 Task 06 : A comprehensive study on models ability to detect hallucination NAACL 2024
SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text NAACL 2024