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Large Language Models

6,405 papers

Papers per year

Papers

LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction AAAI 2024
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning AAAI 2024
Preparing Lessons for Progressive Training on Language Models AAAI 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference AAAI 2024
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint) AAAI 2024
Inference to the Best Explanation in Large Language Models ACL 2024
SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs ACL 2024
FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL 2024
Token-wise Influential Training Data Retrieval for Large Language Models ACL 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning ACL 2024
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models ACL 2024
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models ACL 2024
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models ACL 2024
Probing Language Models for Pre-training Data Detection ACL 2024
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ACL 2024
Evaluating Intention Detection Capability of Large Language Models in Persuasive Dialogues ACL 2024
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy ACL 2024
Detection-Correction Structure via General Language Model for Grammatical Error Correction ACL 2024
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews ACL 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ACL 2024