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Large Language Models

6405 directly classified papers

Papers per year

Papers

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs NIPS 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NIPS 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models NIPS 2023
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language. NIPS 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models NIPS 2023
Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering NIPS 2023
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting NIPS 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings NIPS 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena NIPS 2023
Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning NIPS 2023
Propagating Knowledge Updates to LMs Through Distillation NIPS 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks NIPS 2023
Aligning Language Models with Human Preferences via a Bayesian Approach NIPS 2023
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NIPS 2023
ToolQA: A Dataset for LLM Question Answering with External Tools NIPS 2023
Evaluating the Moral Beliefs Encoded in LLMs NIPS 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society NIPS 2023
Large language models transition from integrating across position-yoked, exponential windows to structure-yoked, power-law windows NIPS 2023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NIPS 2023
Exposing Attention Glitches with Flip-Flop Language Modeling NIPS 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NIPS 2023
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models NIPS 2023
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction NIPS 2022
Capturing Failures of Large Language Models via Human Cognitive Biases NIPS 2022
Fault-Aware Neural Code Rankers NIPS 2022