The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models Paper • 2404.05904 • Published Apr 8 • 8
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning Paper • 2410.10336 • Published Oct 14 • 2
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering Paper • 2410.15999 • Published Oct 21 • 19
Analysing the Residual Stream of Language Models Under Knowledge Conflicts Paper • 2410.16090 • Published Oct 21 • 7
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference Paper • 2312.10193 • Published Dec 15, 2023 • 1
A Simple and Effective $L_2$ Norm-Based Strategy for KV Cache Compression Paper • 2406.11430 • Published Jun 17 • 22
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering Paper • 2410.15999 • Published Oct 21 • 19
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering Paper • 2410.15999 • Published Oct 21 • 19
Analysing the Residual Stream of Language Models Under Knowledge Conflicts Paper • 2410.16090 • Published Oct 21 • 7
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering Paper • 2301.12313 • Published Jan 29, 2023
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning Paper • 2410.10336 • Published Oct 14 • 2
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering Paper • 2410.15999 • Published Oct 21 • 19
Analysing the Residual Stream of Language Models Under Knowledge Conflicts Paper • 2410.16090 • Published Oct 21 • 7
Attention Is All You Need But You Don't Need All Of It For Inference of Large Language Models Paper • 2407.15516 • Published Jul 22 • 1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations Paper • 2410.18860 • Published Oct 24 • 9
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations Paper • 2410.18860 • Published Oct 24 • 9
MovieSum: An Abstractive Summarization Dataset for Movie Screenplays Paper • 2408.06281 • Published Aug 12 • 9