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Foundation Models

4845 directly classified papers

Papers per year

Papers

ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers NIPS 2023

Are Emergent Abilities of Large Language Models a Mirage? NIPS 2023

To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis NIPS 2023

What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NIPS 2023

Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models NIPS 2023

Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023

Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge ACL 2023

Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency ACL 2023

Language Is Not All You Need: Aligning Perception with Language Models NIPS 2023

MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers NIPS 2023

Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models ACL 2023

Tagged End-to-End Simultaneous Speech Translation Training Using Simultaneous Interpretation Data ACL 2023

Understanding Programs by Exploiting (Fuzzing) Test Cases ACL 2023

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023

Establishing Trustworthiness: Rethinking Tasks and Model Evaluation EMNLP 2023

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models EMNLP 2023

CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023

Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023

Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023

OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023

MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023

BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology EMNLP 2023

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023