{"total":51,"rows":[{"id":"2101.06804","title":"What Makes Good In-Context Examples for GPT-$3$?","created":"2021-01-17","cited_by_count":1195,"area":null},{"id":"2104.08768","title":"Constrained Language Models Yield Few-Shot Semantic Parsers","created":"2021-04-18","cited_by_count":163,"area":null},{"id":"2207.05987","title":"DocPrompting: Generating Code by Retrieving the Docs","created":"2022-07-13","cited_by_count":153,"area":null},{"id":"2106.02584","title":"Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning","created":"2021-06-04","cited_by_count":113,"area":null},{"id":"2104.08762","title":"Case-based Reasoning for Natural Language Queries over Knowledge Bases","created":"2021-04-18","cited_by_count":107,"area":null},{"id":"2303.10868","title":"Retrieving Multimodal Information for Augmented Generation: A Survey","created":"2023-03-20","cited_by_count":85,"area":null},{"id":"2105.03654","title":"Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning","created":"2021-05-08","cited_by_count":76,"area":null},{"id":"2105.11269","title":"Neural Machine Translation with Monolingual Translation Memory","created":"2021-05-24","cited_by_count":61,"area":null},{"id":"2201.12431","title":"Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval","created":"2022-01-28","cited_by_count":60,"area":null},{"id":"2401.12087","title":"Revisiting Demonstration Selection Strategies in In-Context Learning","created":"2024-01-22","cited_by_count":58,"area":null},{"id":"2203.05132","title":"Compilable Neural Code Generation with Compiler Feedback","created":"2022-03-10","cited_by_count":47,"area":null},{"id":"2205.01230","title":"Retrieval-Enhanced Machine Learning","created":"2022-05-02","cited_by_count":47,"area":null},{"id":"2208.05446","title":"CoditT5: Pretraining for Source Code and Natural Language Editing","created":"2022-08-10","cited_by_count":45,"area":null},{"id":"2405.19782","title":"Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion","created":"2024-05-30","cited_by_count":40,"area":null},{"id":"2110.08458","title":"Controllable Semantic Parsing via Retrieval Augmentation","created":"2021-10-16","cited_by_count":35,"area":null},{"id":"2104.05196","title":"StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer","created":"2021-04-12","cited_by_count":34,"area":null},{"id":"2202.10610","title":"Knowledge Base Question Answering by Case-based Reasoning over Subgraphs","created":"2022-02-22","cited_by_count":31,"area":null},{"id":"2109.01135","title":"Sequence-to-Sequence Learning with Latent Neural Grammars","created":"2021-09-02","cited_by_count":30,"area":null},{"id":"2306.06156","title":"PoET: A generative model of protein families as sequences-of-sequences","created":"2023-06-09","cited_by_count":29,"area":null},{"id":"2307.06962","title":"Copy Is All You Need","created":"2023-07-13","cited_by_count":27,"area":null},{"id":"2303.17780","title":"AceCoder: Utilizing Existing Code to Enhance Code Generation","created":"2023-03-31","cited_by_count":25,"area":null},{"id":"2110.11767","title":"Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning","created":"2021-10-22","cited_by_count":23,"area":null},{"id":"2205.01825","title":"AmbiPun: Generating Humorous Puns with Ambiguous Context","created":"2022-05-04","cited_by_count":21,"area":null},{"id":"2210.13513","title":"ExPUNations: Augmenting Puns with Keywords and Explanations","created":"2022-10-24","cited_by_count":21,"area":null},{"id":"2206.07106","title":"NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge","created":"2022-06-14","cited_by_count":20,"area":null},{"id":"2105.08185","title":"SHARE: a System for Hierarchical Assistive Recipe Editing","created":"2021-05-17","cited_by_count":15,"area":null},{"id":"2208.10091","title":"Incorporating Domain Knowledge through Task Augmentation for Front-End JavaScript Code Generation","created":"2022-08-22","cited_by_count":11,"area":null},{"id":"2210.13055","title":"A Unified Framework for Pun Generation with Humor Principles","created":"2022-10-24","cited_by_count":10,"area":null},{"id":"2311.12890","title":"De-fine: Decomposing and Refining Visual Programs with Auto-Feedback","created":"2023-11-21","cited_by_count":10,"area":null},{"id":"2402.17532","title":"Retrieval is Accurate Generation","created":"2024-02-27","cited_by_count":10,"area":null},{"id":"2203.08517","title":"TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge","created":"2022-03-16","cited_by_count":9,"area":null},{"id":"2110.02870","title":"Capturing Structural Locality in Non-parametric Language Models","created":"2021-10-06","cited_by_count":8,"area":null},{"id":"2204.06643","title":"Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar","created":"2022-04-13","cited_by_count":8,"area":null},{"id":"2105.11018","title":"Controlling Text Edition by Changing Answers of Specific Questions","created":"2021-05-23","cited_by_count":6,"area":null},{"id":"2212.10692","title":"Generation-Augmented Query Expansion For Code Retrieval","created":"2022-12-20","cited_by_count":6,"area":null},{"id":"2409.05923","title":"$\\mathbb{USCD}$: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding","created":"2024-09-09","cited_by_count":6,"area":null},{"id":"2505.02027","title":"GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning","created":"2025-05-04","cited_by_count":6,"area":null},{"id":"2210.13522","title":"Context-Situated Pun Generation","created":"2022-10-24","cited_by_count":5,"area":null},{"id":"2101.08248","title":"Data-to-text Generation by Splicing Together Nearest Neighbors","created":"2021-01-20","cited_by_count":4,"area":null},{"id":"2106.07192","title":"Automatic Document Sketching: Generating Drafts from Analogous Texts","created":"2021-06-14","cited_by_count":4,"area":null},{"id":"2202.09022","title":"TURNER: The Uncertainty-based Retrieval Framework for Chinese NER","created":"2022-02-18","cited_by_count":4,"area":null},{"id":"2206.11218","title":"Hierarchical Context Tagging for Utterance Rewriting","created":"2022-06-22","cited_by_count":4,"area":null},{"id":"2410.02296","title":"How to Make LMs Strong Node Classifiers?","created":"2024-10-03","cited_by_count":4,"area":null},{"id":"2109.12457","title":"Learning to Selectively Learn for Weakly-supervised Paraphrase Generation","created":"2021-09-25","cited_by_count":3,"area":null},{"id":"2301.04110","title":"Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers","created":"2023-01-10","cited_by_count":3,"area":null},{"id":"2305.13504","title":"Neural Machine Translation for Code Generation","created":"2023-05-22","cited_by_count":3,"area":null},{"id":"2410.14049","title":"Learning Metadata-Agnostic Representations for Text-to-SQL In-Context Example Selection","created":"2024-10-17","cited_by_count":3,"area":null},{"id":"2302.02275","title":"Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing","created":"2023-02-05","cited_by_count":1,"area":null},{"id":"2307.02443","title":"An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code","created":"2023-07-05","cited_by_count":1,"area":null},{"id":"2102.13030","title":"Retrieval Augmentation for Deep Neural Networks","created":"2021-02-25","cited_by_count":0,"area":null},{"id":"2403.17995","title":"Semi-Supervised Image Captioning Considering Wasserstein Graph Matching","created":"2024-03-26","cited_by_count":0,"area":null}],"next_cursor":null}