FLARE: Faithful Logic-Aided Reasoning and Exploration Paper • 2410.11900 • Published Oct 14, 2024 • 3
SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages Paper • 2406.14425 • Published Jun 20, 2024 • 1
Analysing the Residual Stream of Language Models Under Knowledge Conflicts Paper • 2410.16090 • Published Oct 21, 2024 • 7
Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs Paper • 2502.05092 • Published 12 days ago • 7
ACECODER: Acing Coder RL via Automated Test-Case Synthesis Paper • 2502.01718 • Published 16 days ago • 27
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering Paper • 2410.15999 • Published Oct 21, 2024 • 19
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering Paper • 2301.12313 • Published Jan 29, 2023
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, 2024 • 1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations Paper • 2410.18860 • Published Oct 24, 2024 • 9
A Simple and Effective $L_2$ Norm-Based Strategy for KV Cache Compression Paper • 2406.11430 • Published Jun 17, 2024 • 23
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Paper • 2102.07033 • Published Feb 13, 2021
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models Paper • 2307.06440 • Published Jul 12, 2023 • 3
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations Paper • 2305.13235 • Published May 22, 2023 • 1
REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization Paper • 2310.14418 • Published Oct 22, 2023 • 1
Using Natural Language Explanations to Improve Robustness of In-context Learning for Natural Language Inference Paper • 2311.07556 • Published Nov 13, 2023
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Paper • 2204.05895 • Published Apr 12, 2022
Analysing The Impact of Sequence Composition on Language Model Pre-Training Paper • 2402.13991 • Published Feb 21, 2024 • 1
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Paper • 2210.16773 • Published Oct 30, 2022 • 1