Papers
Learning to Correct for QA Reasoning with Black-box LLMs
Jaehyung Kim, Dongyoung Kim, Yiming Yang
Learning to Extract Structured Entities Using Language Models
Haolun Wu, Ye Yuan, Liana Mikaelyan et al.
Learning to Generate Rules for Realistic Few-Shot Relation Classification: An Encoder-Decoder Approach
Mayank Singh, Eduardo Blanco
Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System
Wanshi Xu, Xuxin Cheng, Zhihong Zhu et al.
Learning to Paraphrase for Alignment with LLM Preference
Junbo Fu, Guoshuai Zhao, Yimin Deng et al.
Learning to Plan by Updating Natural Language
Yiduo Guo, Yaobo Liang, Chenfei Wu et al.
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
Junjie Wang, Mingyang Chen, Binbin Hu et al.
Learning to Rank Salient Content for Query-focused Summarization
Sajad Sotudeh, Nazli Goharian
Learning to Refine with Fine-Grained Natural Language Feedback
Manya Wadhwa, Xinyu Zhao, Junyi Jessy Li et al.
Learning to Retrieve Iteratively for In-Context Learning
Yunmo Chen, Tongfei Chen, Harsh Jhamtani et al.
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models
Vladimir Araujo, Marie-Francine Moens, Tinne Tuytelaars
Learning to Use Tools via Cooperative and Interactive Agents
Zhengliang Shi, Shen Gao, Xiuyi Chen et al.
Learning to Write Rationally: How Information Is Distributed in Non-native Speakers’ Essays
Zixin Tang, Janet G. van Hell
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA
Nirmal Roy, Leonardo F. R. Ribeiro, Rexhina Blloshmi et al.
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
Minzheng Wang, Longze Chen, Fu Cheng et al.
LegalLens 2024 Shared Task: Masala-chai Submission
Khalid Rajan, Royal Sequiera
LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text
Ben Hagag, Gil Gil Semo, Dor Bernsohn et al.
LeGen: Complex Information Extraction from Legal sentences using Generative Models
Chaitra C R, Sankalp Kulkarni, Sai Rama Akash Varma Sagi et al.
LEGOBench: Scientific Leaderboard Generation Benchmark
Shruti Singh, Shoaib Alam, Husain Malwat et al.
Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
Liang Zhao, Xiachong Feng, Xiaocheng Feng et al.
Less is Fed More: Sparsity Reduces Feature Distortion in Federated Learning
Abhinav Rao, Aashiq Muhamed, Harshita Diddee
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA
Wenyu Huang, Guancheng Zhou, Hongru Wang et al.
Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning
David Schulte, Felix Hamborg, Alan Akbik