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Language Modeling

Papers

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TitleStatusHype
ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark0
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!Code1
Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures0
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM FamilyCode1
Do Transformers Parse while Predicting the Masked Word?0
Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers0
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language DescriptionsCode1
AMOM: Adaptive Masking over Masking for Conditional Masked Language ModelCode0
Generating multiple-choice questions for medical question answering with distractors and cue-masking0
ODIN: On-demand Data Formulation to Mitigate Dataset Lock-in0
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capabilityCode1
Accommodating Audio Modality in CLIP for Multimodal ProcessingCode0
Learning Combinatorial Prompts for Universal Controllable Image Captioning0
Stabilizing Transformer Training by Preventing Attention Entropy CollapseCode2
Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference0
Algorithmic Ghost in the Research Shell: Large Language Models and Academic Knowledge Creation in Management Research0
An Overview on Language Models: Recent Developments and Outlook0
Iterative Few-shot Semantic Segmentation from Image Label TextCode1
Tag2Text: Guiding Vision-Language Model via Image TaggingCode4
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language ModelsCode1
Weakly-Supervised HOI Detection from Interaction Labels Only and Language/Vision-Language Priors0
Refined Vision-Language Modeling for Fine-grained Multi-modal Pre-training0
Knowledge-augmented Few-shot Visual Relation Detection0
Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions?0
Extending the Pre-Training of BLOOM for Improved Support of Traditional Chinese: Models, Methods and Results0
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