Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language. (arXiv:2212.07525v2 [cs.LG] UPDATED)
Inconsistency Ranking-based Noisy Label Detection for High-quality Data. (arXiv:2212.00239v2 [cs.CL] UPDATED)
Reducing Hallucinations in Neural Machine Translation with Feature Attribution. (arXiv:2211.09878v2 [cs.CL] UPDATED)
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications. (arXiv:2211.04054v2 [cs.CL] UPDATED)
PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting. (arXiv:2210.08964v3 [stat.ME] UPDATED)
MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning. (arXiv:2210.04183v3 [cs.CV] UPDATED)
SpeechLM: Enhanced Speech Pre-Training with Unpaired Textual Data. (arXiv:2209.15329v3 [cs.CL] UPDATED)
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation. (arXiv:2208.10734v3 [cs.CL] UPDATED)
PLAtE: A Large-scale Dataset for List Page Web Extraction. (arXiv:2205.12386v2 [cs.CL] UPDATED)
A Taxonomy of Prompt Modifiers for Text-To-Image Generation. (arXiv:2204.13988v3 [cs.MM] UPDATED)
Detection of sepsis during emergency department triage using machine learning. (arXiv:2204.07657v6 [cs.LG] UPDATED)
Focusing on Potential Named Entities During Active Label Acquisition. (arXiv:2111.03837v3 [cs.CL] UPDATED)
Self-conditioning pre-trained language models. (arXiv:2110.02802v4 [cs.CL] UPDATED)
WARM: A Weakly (+Semi) Supervised Model for Solving Math word Problems. (arXiv:2104.06722v2 [cs.CL] UPDATED)
Contrastive Loss is All You Need to Recover Analogies as Parallel Lines. (arXiv:2306.08221v1 [cs.CL])
Operationalising Representation in Natural Language Processing. (arXiv:2306.08193v1 [cs.CL])
Assessing the Effectiveness of GPT-3 in Detecting False Political Statements: A Case Study on the LIAR Dataset. (arXiv:2306.08190v1 [cs.CL])
Language models are not naysayers: An analysis of language models on negation benchmarks. (arXiv:2306.08189v1 [cs.CL])
INT2.1: Towards Fine-Tunable Quantized Large Language Models with Error Correction through Low-Rank Adaptation. (arXiv:2306.08162v1 [cs.CL])
h2oGPT: Democratizing Large Language Models. (arXiv:2306.08161v1 [cs.CL])
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