{"total":154,"rows":[{"id":"2305.10601","title":"Tree of Thoughts: Deliberate Problem Solving with Large Language Models","created":"2023-05-17","cited_by_count":3211,"area":"lr"},{"id":"2402.02057","title":"Break the Sequential Dependency of LLM Inference Using Lookahead Decoding","created":"2024-02-03","cited_by_count":298,"area":"inference"},{"id":"2211.00053","title":"Generating Sequences by Learning to Self-Correct","created":"2022-10-31","cited_by_count":277,"area":null},{"id":"2202.06417","title":"A Contrastive Framework for Neural Text Generation","created":"2022-02-13","cited_by_count":225,"area":null},{"id":"2303.05510","title":"Planning with Large Language Models for Code Generation","created":"2023-03-09","cited_by_count":182,"area":null},{"id":"2402.08679","title":"COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability","created":"2024-02-13","cited_by_count":175,"area":"safety"},{"id":"2406.16838","title":"From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models","created":"2024-06-24","cited_by_count":137,"area":null},{"id":"2310.17022","title":"Controlled Decoding from Language Models","created":"2023-10-25","cited_by_count":135,"area":null},{"id":"2410.14157","title":"Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning","created":"2024-10-18","cited_by_count":135,"area":"lr"},{"id":"2203.05115","title":"Internet-augmented language models through few-shot prompting for open-domain question answering","created":"2022-03-10","cited_by_count":131,"area":null},{"id":"2310.15123","title":"Branch-Solve-Merge Improves Large Language Model Evaluation and Generation","created":"2023-10-23","cited_by_count":106,"area":null},{"id":"2310.04363","title":"Amortizing intractable inference in large language models","created":"2023-10-06","cited_by_count":97,"area":null},{"id":"2406.08607","title":"Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference","created":"2024-06-12","cited_by_count":88,"area":"safety"},{"id":"2304.14293","title":"Controlled Text Generation with Natural Language Instructions","created":"2023-04-27","cited_by_count":87,"area":null},{"id":"2210.07700","title":"Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey","created":"2022-10-14","cited_by_count":80,"area":null},{"id":"2306.03081","title":"Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs","created":"2023-06-05","cited_by_count":80,"area":null},{"id":"2205.12910","title":"NaturalProver: Grounded Mathematical Proof Generation with Language Models","created":"2022-05-25","cited_by_count":72,"area":null},{"id":"2307.08689","title":"COLLIE: Systematic Construction of Constrained Text Generation Tasks","created":"2023-07-17","cited_by_count":70,"area":null},{"id":"2304.07438","title":"Tractable Control for Autoregressive Language Generation","created":"2023-04-15","cited_by_count":65,"area":null},{"id":"2205.12558","title":"Gradient-Based Constrained Sampling from Language Models","created":"2022-05-25","cited_by_count":64,"area":null},{"id":"2210.04242","title":"Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning","created":"2022-10-09","cited_by_count":60,"area":null},{"id":"2309.15028","title":"Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding","created":"2023-09-26","cited_by_count":60,"area":"lr"},{"id":"2402.06147","title":"DeAL: Decoding-time Alignment for Large Language Models","created":"2024-02-05","cited_by_count":55,"area":"alignment"},{"id":"2405.21047","title":"Grammar-Aligned Decoding","created":"2024-05-31","cited_by_count":54,"area":null},{"id":"2301.05226","title":"See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning","created":"2023-01-12","cited_by_count":51,"area":"lr"},{"id":"2310.04276","title":"From task structures to world models: What do LLMs know?","created":"2023-10-06","cited_by_count":46,"area":"wm"},{"id":"2504.13139","title":"Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo","created":"2025-04-17","cited_by_count":46,"area":null},{"id":"2310.09044","title":"KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection","created":"2023-10-13","cited_by_count":45,"area":null},{"id":"2208.08037","title":"LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction","created":"2022-08-17","cited_by_count":43,"area":null},{"id":"2205.14219","title":"Controllable Text Generation with Neurally-Decomposed Oracle","created":"2022-05-27","cited_by_count":41,"area":null},{"id":"2210.15889","title":"Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing","created":"2022-10-28","cited_by_count":35,"area":null},{"id":"2401.10471","title":"DeepEdit: Knowledge Editing as Decoding with Constraints","created":"2024-01-19","cited_by_count":33,"area":"lr"},{"id":"2303.03278","title":"Faithfulness-Aware Decoding Strategies for Abstractive Summarization","created":"2023-03-06","cited_by_count":31,"area":null},{"id":"2406.13892","title":"Adaptable Logical Control for Large Language Models","created":"2024-06-19","cited_by_count":30,"area":null},{"id":"2303.17574","title":"Elastic Weight Removal for Faithful and Abstractive Dialogue Generation","created":"2023-03-30","cited_by_count":29,"area":null},{"id":"2211.09778","title":"I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision","created":"2022-11-17","cited_by_count":26,"area":null},{"id":"2310.11053","title":"Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning","created":"2023-10-17","cited_by_count":26,"area":null},{"id":"2410.17195","title":"Non-myopic Generation of Language Models for Reasoning and Planning","created":"2024-10-22","cited_by_count":26,"area":"lr"},{"id":"2310.10623","title":"Generating Summaries with Controllable Readability Levels","created":"2023-10-16","cited_by_count":24,"area":null},{"id":"2406.12274","title":"SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models","created":"2024-06-18","cited_by_count":23,"area":"alignment"},{"id":"2312.03905","title":"A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints","created":"2023-12-06","cited_by_count":22,"area":null},{"id":"2402.05864","title":"Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs","created":"2024-02-08","cited_by_count":22,"area":"safety"},{"id":"2504.05410","title":"Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling","created":"2025-04-07","cited_by_count":21,"area":null},{"id":"2405.15454","title":"LiSeCo: Linear Semantic Control for Language Generation","created":"2024-05-24","cited_by_count":20,"area":null},{"id":"2306.02457","title":"Adaptive and Personalized Exercise Generation for Online Language Learning","created":"2023-06-04","cited_by_count":19,"area":null},{"id":"2404.00242","title":"DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference","created":"2024-03-30","cited_by_count":19,"area":"inference"},{"id":"2212.10466","title":"Controllable Text Generation with Language Constraints","created":"2022-12-20","cited_by_count":18,"area":null},{"id":"2405.15604","title":"Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges","created":"2024-05-24","cited_by_count":18,"area":null},{"id":"2205.11658","title":"Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions","created":"2022-05-23","cited_by_count":17,"area":null},{"id":"2503.09790","title":"Constrained Discrete Diffusion","created":"2025-03-12","cited_by_count":17,"area":"diffusion"},{"id":"2210.14814","title":"BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples","created":"2022-10-26","cited_by_count":15,"area":null},{"id":"2310.08535","title":"Formally Specifying the High-Level Behavior of LLM-Based Agents","created":"2023-10-12","cited_by_count":15,"area":"agents"},{"id":"2301.12660","title":"Zero-shot Clarifying Question Generation for Conversational Search","created":"2023-01-30","cited_by_count":14,"area":null},{"id":"2506.05754","title":"Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective","created":"2025-06-06","cited_by_count":14,"area":null},{"id":"2210.09306","title":"Mitigating Covertly Unsafe Text within Natural Language Systems","created":"2022-10-17","cited_by_count":13,"area":null},{"id":"2310.07075","title":"Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding","created":"2023-10-10","cited_by_count":13,"area":"agents"},{"id":"2401.06688","title":"Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation","created":"2024-01-12","cited_by_count":13,"area":null},{"id":"2504.07081","title":"Self-Steering Language Models","created":"2025-04-09","cited_by_count":13,"area":"lr"},{"id":"2303.15714","title":"Explicit Planning Helps Language Models in Logical Reasoning","created":"2023-03-28","cited_by_count":12,"area":"lr"},{"id":"2403.17146","title":"Outcome-Constrained Large Language Models for Countering Hate Speech","created":"2024-03-25","cited_by_count":12,"area":null},{"id":"2311.07850","title":"Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA","created":"2023-11-14","cited_by_count":11,"area":null},{"id":"2403.05766","title":"FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs","created":"2024-03-09","cited_by_count":11,"area":null},{"id":"2410.13111","title":"Controllable Generation via Locally Constrained Resampling","created":"2024-10-17","cited_by_count":11,"area":null},{"id":"2305.17760","title":"Language Models are Bounded Pragmatic Speakers: Understanding RLHF from a Bayesian Cognitive Modeling Perspective","created":"2023-05-28","cited_by_count":10,"area":"alignment"},{"id":"2311.12229","title":"NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation","created":"2023-11-20","cited_by_count":10,"area":"diffusion"},{"id":"2403.16038","title":"Monotonic Paraphrasing Improves Generalization of Language Model Prompting","created":"2024-03-24","cited_by_count":10,"area":null},{"id":"2409.16461","title":"Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification","created":"2024-09-24","cited_by_count":10,"area":"lr"},{"id":"2406.01124","title":"Latent Logic Tree Extraction for Event Sequence Explanation from LLMs","created":"2024-06-03","cited_by_count":9,"area":null},{"id":"2304.05489","title":"User Adaptive Language Learning Chatbots with a Curriculum","created":"2023-04-11","cited_by_count":8,"area":null},{"id":"2304.11721","title":"A Lightweight Constrained Generation Alternative for Query-focused Summarization","created":"2023-04-23","cited_by_count":8,"area":null},{"id":"2306.04031","title":"Certified Deductive Reasoning with Language Models","created":"2023-06-06","cited_by_count":8,"area":"lr"},{"id":"2402.03131","title":"Constrained Decoding for Cross-lingual Label Projection","created":"2024-02-05","cited_by_count":8,"area":null},{"id":"2407.13490","title":"Combining Constraint Programming Reasoning with Large Language Model Predictions","created":"2024-07-18","cited_by_count":8,"area":"lr"},{"id":"2509.22887","title":"Infusing Theory of Mind into Socially Intelligent LLM Agents","created":"2025-09-26","cited_by_count":8,"area":"agents"},{"id":"2209.07800","title":"The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding","created":"2022-09-16","cited_by_count":7,"area":null},{"id":"2305.10907","title":"Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation","created":"2023-05-18","cited_by_count":7,"area":null},{"id":"2309.10447","title":"Toward Unified Controllable Text Generation via Regular Expression Instruction","created":"2023-09-19","cited_by_count":7,"area":null},{"id":"2401.05787","title":"Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning","created":"2024-01-11","cited_by_count":7,"area":"lr"},{"id":"2405.01490","title":"Controllable Text Generation in the Instruction-Tuning Era","created":"2024-05-02","cited_by_count":7,"area":null},{"id":"2409.18618","title":"Model-based Preference Optimization in Abstractive Summarization without Human Feedback","created":"2024-09-27","cited_by_count":7,"area":"alignment"},{"id":"2410.05559","title":"Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification","created":"2024-10-07","cited_by_count":7,"area":null},{"id":"2410.06716","title":"Guaranteed Generation from Large Language Models","created":"2024-10-09","cited_by_count":7,"area":null},{"id":"2509.00834","title":"Neuro-Symbolic Predictive Process Monitoring","created":"2025-08-31","cited_by_count":7,"area":null},{"id":"2211.11924","title":"Best-$k$ Search Algorithm for Neural Text Generation","created":"2022-11-22","cited_by_count":6,"area":null},{"id":"2305.08146","title":"ParaLS: Lexical Substitution via Pretrained Paraphraser","created":"2023-05-14","cited_by_count":6,"area":null},{"id":"2412.10418","title":"Constrained Decoding with Speculative Lookaheads","created":"2024-12-09","cited_by_count":6,"area":null},{"id":"2602.22647","title":"Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators","created":"2026-02-26","cited_by_count":6,"area":null},{"id":"2210.07228","title":"Language Model Decoding as Likelihood-Utility Alignment","created":"2022-10-13","cited_by_count":5,"area":null},{"id":"2210.17167","title":"Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives","created":"2022-10-31","cited_by_count":5,"area":null},{"id":"2310.00194","title":"Improving Planning with Large Language Models: A Modular Agentic Architecture","created":"2023-09-30","cited_by_count":5,"area":"agents"},{"id":"2310.17140","title":"Symbolic Planning and Code Generation for Grounded Dialogue","created":"2023-10-26","cited_by_count":5,"area":null},{"id":"2311.09467","title":"Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation","created":"2023-11-16","cited_by_count":5,"area":null},{"id":"2407.00361","title":"From RAG to RICHES: Retrieval Interlaced with Sequence Generation","created":"2024-06-29","cited_by_count":5,"area":null},{"id":"2407.13945","title":"FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking","created":"2024-07-18","cited_by_count":5,"area":null},{"id":"2408.10490","title":"Analysis of Plan-based Retrieval for Grounded Text Generation","created":"2024-08-20","cited_by_count":5,"area":null},{"id":"2410.04628","title":"Control Large Language Models via Divide and Conquer","created":"2024-10-06","cited_by_count":5,"area":null},{"id":"2411.06438","title":"Conditional [MASK] Discrete Diffusion Language Model","created":"2024-11-10","cited_by_count":5,"area":"diffusion"},{"id":"2305.19472","title":"PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning","created":"2023-05-31","cited_by_count":4,"area":null},{"id":"2309.12415","title":"Constraints First: A New MDD-based Model to Generate Sentences Under Constraints","created":"2023-09-21","cited_by_count":4,"area":null},{"id":"2312.06149","title":"Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding","created":"2023-12-11","cited_by_count":4,"area":null}],"next_cursor":"100"}