Learning to Retrieve Iteratively for In-Context Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Yunmo, Chen, Tongfei, Jhamtani, Harsh, Xia, Patrick, Shin, Richard, Eisner, Jason, Van Durme, Benjamin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Interpreting User Requests in the Context of Natural Language Standing Instructions
by: Moghe, Nikita, et al.
Published: (2023)
by: Moghe, Nikita, et al.
Published: (2023)
Multi-Field Adaptive Retrieval
by: Li, Millicent, et al.
Published: (2024)
by: Li, Millicent, et al.
Published: (2024)
LM Agents for Coordinating Multi-User Information Gathering
by: Jhamtani, Harsh, et al.
Published: (2025)
by: Jhamtani, Harsh, et al.
Published: (2025)
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
by: Roy, Subhro, et al.
Published: (2022)
by: Roy, Subhro, et al.
Published: (2022)
Sample-Efficient Online Learning in LM Agents via Hindsight Trajectory Rewriting
by: Hu, Michael Y., et al.
Published: (2025)
by: Hu, Michael Y., et al.
Published: (2025)
Natural Language Decomposition and Interpretation of Complex Utterances
by: Jhamtani, Harsh, et al.
Published: (2023)
by: Jhamtani, Harsh, et al.
Published: (2023)
Streaming Sequence Transduction through Dynamic Compression
by: Tan, Weiting, et al.
Published: (2024)
by: Tan, Weiting, et al.
Published: (2024)
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
by: Wang, Boshi, et al.
Published: (2024)
by: Wang, Boshi, et al.
Published: (2024)
Do Androids Know They're Only Dreaming of Electric Sheep?
by: CH-Wang, Sky, et al.
Published: (2023)
by: CH-Wang, Sky, et al.
Published: (2023)
Steering Large Language Models between Code Execution and Textual Reasoning
by: Chen, Yongchao, et al.
Published: (2024)
by: Chen, Yongchao, et al.
Published: (2024)
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
by: Xu, Haoran, et al.
Published: (2024)
by: Xu, Haoran, et al.
Published: (2024)
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts
by: Hashemi, Helia, et al.
Published: (2024)
by: Hashemi, Helia, et al.
Published: (2024)
MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools
by: Subramani, Nishant, et al.
Published: (2025)
by: Subramani, Nishant, et al.
Published: (2025)
MultiMUC: Multilingual Template Filling on MUC-4
by: Gantt, William, et al.
Published: (2024)
by: Gantt, William, et al.
Published: (2024)
NevIR: Negation in Neural Information Retrieval
by: Weller, Orion, et al.
Published: (2023)
by: Weller, Orion, et al.
Published: (2023)
RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation
by: Fleshman, William, et al.
Published: (2024)
by: Fleshman, William, et al.
Published: (2024)
KV-Distill: Nearly Lossless Learnable Context Compression for LLMs
by: Chari, Vivek, et al.
Published: (2025)
by: Chari, Vivek, et al.
Published: (2025)
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts
by: Qin, Guanghui, et al.
Published: (2021)
by: Qin, Guanghui, et al.
Published: (2021)
Compressed Chain of Thought: Efficient Reasoning Through Dense Representations
by: Cheng, Jeffrey, et al.
Published: (2024)
by: Cheng, Jeffrey, et al.
Published: (2024)
Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning
by: Xia, Shepard, et al.
Published: (2024)
by: Xia, Shepard, et al.
Published: (2024)
In-Context Learning with Iterative Demonstration Selection
by: Qin, Chengwei, et al.
Published: (2023)
by: Qin, Chengwei, et al.
Published: (2023)
Compactor: Calibrated Query-Agnostic KV Cache Compression with Approximate Leverage Scores
by: Chari, Vivek, et al.
Published: (2025)
by: Chari, Vivek, et al.
Published: (2025)
LLMs Provide Unstable Answers to Legal Questions
by: Blair-Stanek, Andrew, et al.
Published: (2025)
by: Blair-Stanek, Andrew, et al.
Published: (2025)
RE-Adapt: Reverse Engineered Adaptation of Large Language Models
by: Fleshman, William, et al.
Published: (2024)
by: Fleshman, William, et al.
Published: (2024)
SEQR: Secure and Efficient QR-based LoRA Routing
by: Fleshman, William, et al.
Published: (2025)
by: Fleshman, William, et al.
Published: (2025)
LoRA-Augmented Generation (LAG) for Knowledge-Intensive Language Tasks
by: Fleshman, William, et al.
Published: (2025)
by: Fleshman, William, et al.
Published: (2025)
SpectR: Dynamically Composing LM Experts with Spectral Routing
by: Fleshman, William, et al.
Published: (2025)
by: Fleshman, William, et al.
Published: (2025)
DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation
by: Wanner, Miriam, et al.
Published: (2024)
by: Wanner, Miriam, et al.
Published: (2024)
SocialNLI: A Dialogue-Centric Social Inference Dataset
by: Deo, Akhil, et al.
Published: (2025)
by: Deo, Akhil, et al.
Published: (2025)
Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering
by: Jurayj, William, et al.
Published: (2025)
by: Jurayj, William, et al.
Published: (2025)
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning
by: Weir, Nathaniel, et al.
Published: (2022)
by: Weir, Nathaniel, et al.
Published: (2022)
Zero and Few-shot Semantic Parsing with Ambiguous Inputs
by: Stengel-Eskin, Elias, et al.
Published: (2023)
by: Stengel-Eskin, Elias, et al.
Published: (2023)
Language Models and Logic Programs for Trustworthy Tax Reasoning
by: Jurayj, William, et al.
Published: (2025)
by: Jurayj, William, et al.
Published: (2025)
How Grounded is Wikipedia? A Study on Structured Evidential Support and Retrieval
by: Walden, William, et al.
Published: (2025)
by: Walden, William, et al.
Published: (2025)
The NLP Task Effectiveness of Long-Range Transformers
by: Qin, Guanghui, et al.
Published: (2022)
by: Qin, Guanghui, et al.
Published: (2022)
MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sources
by: Barham, Samuel, et al.
Published: (2025)
by: Barham, Samuel, et al.
Published: (2025)
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
by: Jiang, Zhengping, et al.
Published: (2025)
by: Jiang, Zhengping, et al.
Published: (2025)
Query Suggestion for Retrieval-Augmented Generation via Dynamic In-Context Learning
by: Spaeh, Fabian, et al.
Published: (2026)
by: Spaeh, Fabian, et al.
Published: (2026)
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning
by: Lin, Yukang, et al.
Published: (2024)
by: Lin, Yukang, et al.
Published: (2024)
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation
by: Hou, Abe Bohan, et al.
Published: (2024)
by: Hou, Abe Bohan, et al.
Published: (2024)
Similar Items
-
Interpreting User Requests in the Context of Natural Language Standing Instructions
by: Moghe, Nikita, et al.
Published: (2023) -
Multi-Field Adaptive Retrieval
by: Li, Millicent, et al.
Published: (2024) -
LM Agents for Coordinating Multi-User Information Gathering
by: Jhamtani, Harsh, et al.
Published: (2025) -
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
by: Roy, Subhro, et al.
Published: (2022) -
Sample-Efficient Online Learning in LM Agents via Hindsight Trajectory Rewriting
by: Hu, Michael Y., et al.
Published: (2025)