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Large Language Models

9,067 papers

Papers per year

Papers

Probing neural language models for understanding of words of estimative probability ACL 2023
Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models ACL 2023
An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models ACL 2023
GPTs Don’t Keep Secrets: Searching for Backdoor Watermark Triggers in Autoregressive Language Models ACL 2023
Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement ACL 2023
Multilingual Language Models are not Multicultural: A Case Study in Emotion ACL 2023
Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ACL 2023
Can ChatGPT Understand Causal Language in Science Claims? ACL 2023
Modelling Political Aggression on Social Media Platforms ACL 2023
YNU-HPCC at WASSA-2023 Shared Task 1: Large-scale Language Model with LoRA Fine-Tuning for Empathy Detection and Emotion Classification ACL 2023
PrecogIIITH@WASSA2023: Emotion Detection for Urdu-English Code-mixed Text ACL 2023
Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech ACL 2023
“Female Astronaut: Because sandwiches won’t make themselves up there”: Towards Multimodal misogyny detection in memes ACL 2023
Show Me How It’s Done: The Role of Explanations in Fine-Tuning Language Models ACML 2023
ToMChallenges: A Principle-Guided Dataset and Diverse Evaluation Tasks for Exploring Theory of Mind CONLL 2023
Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization CONLL 2023
Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages? CONLL 2023
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning CONLL 2023
Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? CONLL 2023
Seeing What You Miss: Vision-Language Pre-Training With Semantic Completion Learning CVPR 2023
Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language Understanding CVPR 2023
Learning To Name Classes for Vision and Language Models CVPR 2023
CLAMP: Prompt-Based Contrastive Learning for Connecting Language and Animal Pose CVPR 2023
Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023
GeoVLN: Learning Geometry-Enhanced Visual Representation With Slot Attention for Vision-and-Language Navigation CVPR 2023