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Foundation Models

4845 directly classified papers

Papers per year

Papers

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models EACL 2023
Watermarking LLMs with Weight Quantization EMNLP 2023
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews EMNLP 2023
Blackbird Language Matrices Tasks for Generalization EMNLP 2023
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023
Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023
LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023
Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge EMNLP 2023
VIP5: Towards Multimodal Foundation Models for Recommendation EMNLP 2023
Sources of Hallucination by Large Language Models on Inference Tasks EMNLP 2023
Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning EMNLP 2023
Ask To The Point: Open-Domain Entity-Centric Question Generation EMNLP 2023
Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023
Transport Elliptical Slice Sampling AISTATS 2023
Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding EACL 2023
A Survey on Dynamic Neural Networks for Natural Language Processing EACL 2023
Online Punctuation Restoration using ELECTRA Model for streaming ASR Systems INTERSPEECH 2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023
LinSATNet: The Positive Linear Satisfiability Neural Networks ICML 2023
On the Effectiveness of Offline RL for Dialogue Response Generation ICML 2023
Pretraining Language Models with Human Preferences ICML 2023
Aligning Language Models with Preferences through $f$-divergence Minimization ICML 2023
Human-Timescale Adaptation in an Open-Ended Task Space ICML 2023