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Large Language Models

6,405 papers

Papers per year

Papers

A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains ACL 2024
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL 2024
Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024
LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures ACL 2024
Marathon: A Race Through the Realm of Long Context with Large Language Models ACL 2024
UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation ACL 2024
What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024
NICE: To Optimize In-Context Examples or Not? ACL 2024
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation ACL 2024
Digital Socrates: Evaluating LLMs through Explanation Critiques ACL 2024
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ACL 2024
Speaker Verification in Agent-generated Conversations ACL 2024
Benchmarking Data Science Agents ACL 2024
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick ACL 2024
KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models ACL 2024
EmoBench: Evaluating the Emotional Intelligence of Large Language Models ACL 2024
On Measuring Faithfulness or Self-consistency of Natural Language Explanations ACL 2024
Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations ACL 2024