ACL ARR 2024 August Submissions

Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models
ACL ARR 2024 August Submission322 Authors
- 16 Aug 2024 (modified: 21 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
ACL ARR 2024 August Submission318 Authors
- 16 Aug 2024 (modified: 20 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Great Memory, Shallow Reasoning: Limits of $k$NN-LMs
ACL ARR 2024 August Submission317 Authors
- 16 Aug 2024 (modified: 16 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Unlocking Multilingual Math Potential: Strategies Amidst Data Scarcity
ACL ARR 2024 August Submission316 Authors
- 16 Aug 2024 (modified: 10 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
ACL ARR 2024 August Submission313 Authors
- 16 Aug 2024 (modified: 20 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation
ACL ARR 2024 August Submission312 Authors
- 16 Aug 2024 (modified: 05 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Knowledge Distillation through Representational Alignment
ACL ARR 2024 August Submission307 Authors
- 16 Aug 2024 (modified: 20 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
The Impact of Visual Information in Chinese Characters: Evaluating Large Models’ Ability to Recognize and Utilize Radicals
ACL ARR 2024 August Submission306 Authors
- 16 Aug 2024 (modified: 25 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Post-training Quantization of Large Language Models with Microscaling Formats
ACL ARR 2024 August Submission299 Authors
- 16 Aug 2024 (modified: 20 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
AI-LieDar : Examine the Trade-off Between Utility and Truthfulness in LLM Agents
ACL ARR 2024 August Submission297 Authors
- 16 Aug 2024 (modified: 19 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks
ACL ARR 2024 August Submission295 Authors
- 16 Aug 2024 (modified: 20 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Improving LLM Abilities in Idiomatic Translation
ACL ARR 2024 August Submission294 Authors
- 16 Aug 2024 (modified: 12 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
PermitQA: A Benchmark for Retrieval Augmented Generation in Wind Siting and Permitting domain
ACL ARR 2024 August Submission293 Authors
- 16 Aug 2024 (modified: 26 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
A Survey to Recent Progress Towards Understanding In-Context Learning
ACL ARR 2024 August Submission287 Authors
- 16 Aug 2024 (modified: 02 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs
ACL ARR 2024 August Submission283 Authors
- 16 Aug 2024 (modified: 26 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks
ACL ARR 2024 August Submission276 Authors
- 15 Aug 2024 (modified: 04 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form Text
ACL ARR 2024 August Submission271 Authors
- 15 Aug 2024 (modified: 09 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models
ACL ARR 2024 August Submission267 Authors
- 15 Aug 2024 (modified: 19 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
TopEx: Exploration of Text Spaces for Directed Data Augmentation
ACL ARR 2024 August Submission265 Authors
- 15 Aug 2024 (modified: 25 Aug 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
CarbonPDF: Question-Answering Reasoning Framework for Assessing Product Carbon Footprint in PDF Documents
ACL ARR 2024 August Submission262 Authors
- 15 Aug 2024 (modified: 22 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
World Models with Hints of Large Language Models for Goal Achieving
ACL ARR 2024 August Submission254 Authors
- 15 Aug 2024 (modified: 24 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning
ACL ARR 2024 August Submission247 Authors
- 15 Aug 2024 (modified: 30 Aug 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization
ACL ARR 2024 August Submission246 Authors
- 15 Aug 2024 (modified: 05 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
David vs. Goliath: Can small models leverage LLMs for summarization?
ACL ARR 2024 August Submission245 Authors
- 15 Aug 2024 (modified: 12 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone
IFIR-EVAL: Evaluating Information Retrieval Models for Instruction Following in Specialized Domains
ACL ARR 2024 August Submission234 Authors
- 15 Aug 2024 (modified: 08 Sept 2024)
- ACL ARR 2024 August Submission
- Readers: Everyone