ACL ARR 2024 June Submissions

InstructERC: Reforming Emotion Recognition in Conversation with a Multi-task Retrieval-based LLMs Framework
ACL ARR 2024 June Submission292 Authors
- 09 Jun 2024 (modified: 05 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Humans or LLMs as the Judge? A Study on Judgement Bias
ACL ARR 2024 June Submission289 Authors
- 09 Jun 2024 (modified: 06 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
CoT-Planner: Chain-of-Thoughts as the Content Planner for Few-shot Table-to-Text Generation Reduces the Hallucinations from LLMs
ACL ARR 2024 June Submission287 Authors
- 09 Jun 2024 (modified: 02 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning
ACL ARR 2024 June Submission284 Authors
- 09 Jun 2024 (modified: 03 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
BAPO: Base-Anchored Preference Optimization for Personalized Alignment in LLMs
ACL ARR 2024 June Submission282 Authors
- 09 Jun 2024 (modified: 02 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only
ACL ARR 2024 June Submission281 Authors
- 09 Jun 2024 (modified: 02 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
On Unsupervised Comparisons of Large Language Models
ACL ARR 2024 June Submission275 Authors
- 08 Jun 2024 (modified: 02 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients
ACL ARR 2024 June Submission272 Authors
- 08 Jun 2024 (modified: 11 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation
ACL ARR 2024 June Submission271 Authors
- 08 Jun 2024 (modified: 08 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Scenarios and Approaches for Situated Natural Language Explanations
ACL ARR 2024 June Submission266 Authors
- 08 Jun 2024 (modified: 02 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks
ACL ARR 2024 June Submission265 Authors
- 08 Jun 2024 (modified: 02 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
What Affects the Stability of Tool Learning? An Empirical Study on the Robustness of Tool Learning Frameworks
ACL ARR 2024 June Submission262 Authors
- 08 Jun 2024 (modified: 08 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss
ACL ARR 2024 June Submission258 Authors
- 08 Jun 2024 (modified: 13 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
A Thorough Examination of Decoding Methods in the Era of LLMs
ACL ARR 2024 June Submission255 Authors
- 08 Jun 2024 (modified: 02 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
EM-LoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning
ACL ARR 2024 June Submission245 Authors
- 08 Jun 2024 (modified: 05 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Towards Uncovering How Large Language Models Work: An Interpretability Perspective
ACL ARR 2024 June Submission242 Authors
- 08 Jun 2024 (modified: 02 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models
ACL ARR 2024 June Submission241 Authors
- 07 Jun 2024 (modified: 22 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A Survey
ACL ARR 2024 June Submission235 Authors
- 07 Jun 2024 (modified: 02 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
S3D: A Simple and Cost-Effective Self-Speculative Decoding Scheme for Low-Memory GPUs
ACL ARR 2024 June Submission231 Authors
- 07 Jun 2024 (modified: 06 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Formal Semantic Geometry over Transformer-based Variational AutoEncoder
ACL ARR 2024 June Submission230 Authors
- 07 Jun 2024 (modified: 02 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering
ACL ARR 2024 June Submission221 Authors
- 07 Jun 2024 (modified: 04 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
ACL ARR 2024 June Submission214 Authors
- 07 Jun 2024 (modified: 09 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
UFO: a Unified and Flexible Framework for Evaluating Factuality of Large Language Models
ACL ARR 2024 June Submission213 Authors
- 07 Jun 2024 (modified: 08 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Towards Human-like Multimodal Conversational Agent by Generating Engaging Speech
ACL ARR 2024 June Submission206 Authors
- 07 Jun 2024 (modified: 22 Jul 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone
Scaling Large-Language-Model-based Multi-Agent Collaboration
ACL ARR 2024 June Submission199 Authors
- 07 Jun 2024 (modified: 08 Aug 2024)
- ACL ARR 2024 June Submission
- Readers: Everyone