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A Re-classification of Information Seeking Tasks and Their Computational Solutions
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/aris.2008.1440420109openalex-snapshot
Interactive information retrieval
inferredcites →https://doi.org/10.1002/asi.23617openalex-snapshot
Is exploratory search different? A comparison of information search behavior for exploratory and lookup tasks
inferredcites →https://doi.org/10.1002/asi.4630270302openalex-snapshot
Relevance weighting of search terms
inferredcites →https://doi.org/10.1007/978-1-4615-3618-5_2openalex-snapshot
Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
inferredcites →https://doi.org/10.1007/978-3-031-02301-9openalex-snapshot
Dynamic Information Retrieval Modeling
inferredcites →https://doi.org/10.1007/978-3-319-98932-7_31openalex-snapshot
Overview of the CLEF Dynamic Search Evaluation Lab 2018
inferredcites →https://doi.org/10.1007/978-3-540-78646-7_4openalex-snapshot
Discounted Cumulated Gain Based Evaluation of Multiple-Query IR Sessions
inferredcites →https://doi.org/10.1007/978-3-642-04417-5_15openalex-snapshot
Modeling Expected Utility of Multi-session Information Distillation
inferredcites →https://doi.org/10.1007/bf00992696openalex-snapshot
Simple statistical gradient-following algorithms for connectionist reinforcement learning
inferredcites →https://doi.org/10.1007/s10791-011-9167-7openalex-snapshot
Intent-based diversification of web search results: metrics and algorithms
inferredcites →https://doi.org/10.1007/s11047-008-9068-xopenalex-snapshot
Autopoiesis, the immune system, and adaptive information filtering
inferredcites →https://doi.org/10.1016/j.ipm.2011.07.005openalex-snapshot
Generating suggestions for queries in the long tail with an inverted index
inferredcites →https://doi.org/10.1017/s0001867800047790openalex-snapshot
Sample mean based index policies by O(log n) regret for the multi-armed bandit problem
inferredcites →https://doi.org/10.1038/nature14236openalex-snapshot
Human-level control through deep reinforcement learning
inferredcites →https://doi.org/10.1038/nature16961openalex-snapshot
Mastering the game of Go with deep neural networks and tree search
inferredcites →https://doi.org/10.1108/eb024320openalex-snapshot
The design of browsing and berrypicking techniques for the online search interface
inferredcites →https://doi.org/10.1109/tnn.1998.712192openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1142/s1469026803000914openalex-snapshot
OPEN-ENDED ARTIFICIAL EVOLUTION
inferredcites →https://doi.org/10.1145/1121949.1121978openalex-snapshot
Supporting Exploratory Search, Introduction, Special Issue, Communications of the ACM
inferredcites →https://doi.org/10.1145/1277741.1277784openalex-snapshot
Random walks on the click graph
inferredcites →https://doi.org/10.1145/1277741.1277839openalex-snapshot
How well does result relevance predict session satisfaction?
inferredcites →https://doi.org/10.1145/1390334.1390446openalex-snapshot
Novelty and diversity in information retrieval evaluation
inferredcites →https://doi.org/10.1145/1460007openalex-snapshot
Proceedings of the 5th Workshop on Geographic Information Retrieval
inferredcites →https://doi.org/10.1145/1772690.1772758openalex-snapshot
A contextual-bandit approach to personalized news article recommendation
inferredcites →https://doi.org/10.1145/1935826.1935875openalex-snapshot
Identifying task-based sessions in search engine query logs
inferredcites →https://doi.org/10.1145/2009916.2009923openalex-snapshot
The economics in interactive information retrieval
inferredcites →https://doi.org/10.1145/2009916.2009939openalex-snapshot
Active learning to maximize accuracy vs. effort in interactive information retrieval
inferredcites →https://doi.org/10.1145/2063576.2063597openalex-snapshot
Suggestion set utility maximization using session logs
inferredcites →https://doi.org/10.1145/2348283.2348300openalex-snapshot
Time-based calibration of effectiveness measures
inferredcites →https://doi.org/10.1145/2348283.2348314openalex-snapshot
Personalization of search results using interaction behaviors in search sessions
inferredcites →https://doi.org/10.1145/2484028.2484031openalex-snapshot
Summaries, ranked retrieval and sessions
inferredcites →https://doi.org/10.1145/2484028.2484055openalex-snapshot
Utilizing query change for session search
inferredcites →https://doi.org/10.1145/2484028.2484089openalex-snapshot
Toward whole-session relevance
inferredcites →https://doi.org/10.1145/2488388.2488446openalex-snapshot
Interactive exploratory search for multi page search results
inferredcites →https://doi.org/10.1145/2488388.2488507openalex-snapshot
Learning to extract cross-session search tasks
inferredcites →https://doi.org/10.1145/2567948.2577348openalex-snapshot
Learning semantic representations using convolutional neural networks for web search
inferredcites →https://doi.org/10.1145/2600428.2602297openalex-snapshot
Dynamic information retrieval modeling
inferredcites →https://doi.org/10.1145/2600428.2609574openalex-snapshot
Modelling interaction with economic models of search
inferredcites →https://doi.org/10.1145/2684822.2697038openalex-snapshot
Dynamic Information Retrieval Modeling
inferredcites →https://doi.org/10.1145/2736277.2741117openalex-snapshot
User Session Identification Based on Strong Regularities in Inter-activity Time
inferredcites →https://doi.org/10.1145/2766462.2767702openalex-snapshot
Exploring Session Context using Distributed Representations of Queries and Reformulations
inferredcites →https://doi.org/10.1145/2806416.2806493openalex-snapshot
A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion
inferredcites →https://doi.org/10.1145/2806416.2806609openalex-snapshot
Balancing Exploration and Exploitation
inferredcites →https://doi.org/10.1145/2808194.2809461openalex-snapshot
Session Search by Direct Policy Learning
inferredcites →https://doi.org/10.1145/2854946.2870648openalex-snapshot
Interactive Information Retrieval
inferredcites →https://doi.org/10.1145/290941.291025openalex-snapshot
The use of MMR, diversity-based reranking for reordering documents and producing summaries
inferredcites →https://doi.org/10.1145/2911451.2911542openalex-snapshot
Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System
inferredcites →https://doi.org/10.1145/2911451.2911543openalex-snapshot
A Sequential Decision Formulation of the Interface Card Model for Interactive IR
inferredcites →https://doi.org/10.1145/2911451.2914675openalex-snapshot
Evaluating Retrieval over Sessions
inferredcites →https://doi.org/10.1145/2983323.2983816openalex-snapshot
Multiple Queries as Bandit Arms
inferredcites →https://doi.org/10.1145/3020165.3020183openalex-snapshot
A Theoretical Framework for Conversational Search
inferredcites →https://doi.org/10.1145/3077136.3080664openalex-snapshot
An Extended Relevance Model for Session Search
inferredcites →https://doi.org/10.1145/3121050.3121069openalex-snapshot
Investigating per Topic Upper Bound for Session Search Evaluation
inferredcites →https://doi.org/10.1145/3121050.3121101openalex-snapshot
A Contextual Bandit Approach to Dynamic Search
inferredcites →https://doi.org/10.1145/3130348.3130369openalex-snapshot
The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries
inferredcites →https://doi.org/10.1145/3130348.3130376openalex-snapshot
Relevance-Based Language Models
inferredcites →https://doi.org/10.1145/3132847.3133010openalex-snapshot
Learning to Attend, Copy, and Generate for Session-Based Query Suggestion
inferredcites →https://doi.org/10.1145/3159652.3159667openalex-snapshot
A Unified Processing Paradigm for Interactive Location-based Web Search
inferredcites →https://doi.org/10.1145/3178876.3186083openalex-snapshot
Conversational Query Understanding Using Sequence to Sequence Modeling
inferredcites →https://doi.org/10.1145/3209978.3209979openalex-snapshot
From Greedy Selection to Exploratory Decision-Making
inferredcites →https://doi.org/10.1145/3209978.3210004openalex-snapshot
A Click Sequence Model for Web Search
inferredcites →https://doi.org/10.1145/3209978.3210011openalex-snapshot
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems
inferredcites →https://doi.org/10.1145/3209978.3210097openalex-snapshot
Towards Designing Better Session Search Evaluation Metrics
inferredcites →https://doi.org/10.1145/3209978.3210106openalex-snapshot
Toward an Interactive Patent Retrieval Framework based on Distributed Representations
inferredcites →https://doi.org/10.1145/3209978.3210183openalex-snapshot
Neural Approaches to Conversational AI
inferredcites →https://doi.org/10.1145/3269206.3269297openalex-snapshot
How Consistent is Relevance Feedback in Exploratory Search?
inferredcites →https://doi.org/10.1145/3269206.3269326openalex-snapshot
Query Tracking for E-commerce Conversational Search
inferredcites →https://doi.org/10.1145/3269206.3271776openalex-snapshot
Towards Conversational Search and Recommendation
inferredcites →https://doi.org/10.1145/3269206.3272012openalex-snapshot
In-Session Personalization for Talent Search
inferredcites →https://doi.org/10.1145/3269206.3272029openalex-snapshot
Automatic Conversational Helpdesk Solution using Seq2Seq and Slot-filling Models
inferredcites →https://doi.org/10.1145/3289600.3290999openalex-snapshot
Top-K Off-Policy Correction for a REINFORCE Recommender System
inferredcites →https://doi.org/10.1145/3366423.3380294openalex-snapshot
RLPer: A Reinforcement Learning Model for Personalized Search
inferredcites →https://doi.org/10.1145/3397271.3401200openalex-snapshot
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval
inferredcites →https://doi.org/10.1145/354756.354809openalex-snapshot
Relevance and reinforcement in interactive browsing
inferredcites →https://doi.org/10.1145/357980.357991openalex-snapshot
ELIZA — a computer program for the study of natural language communication between man and machine
inferredcites →https://doi.org/10.1145/365153.365168openalex-snapshot
ELIZA—A Computer Program For the Study of Natural Language Communication Between Man and Machine
inferredcites →https://doi.org/10.1145/383952.383972openalex-snapshot
Relevance based language models
inferredcites →https://doi.org/10.1145/582415.582418openalex-snapshot
Cumulated gain-based evaluation of IR techniques
inferredcites →https://doi.org/10.1162/artl.2009.15.2.15202openalex-snapshot
A Hypercube-Based Encoding for Evolving Large-Scale Neural Networks
inferredcites →https://doi.org/10.1561/1500000019openalex-snapshot
The Probabilistic Relevance Framework: BM25 and Beyond
inferredcites →https://doi.org/10.1561/9781680834116openalex-snapshot
An Algorithmic Perspective on Imitation Learning
inferredcites →https://doi.org/10.1609/aaai.v30i1.9883openalex-snapshot
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models
inferredcites →https://doi.org/10.1609/aaai.v31i1.10936openalex-snapshot
Factorization Bandits for Interactive Recommendation
inferredcites →https://doi.org/10.1609/aiide.v4i1.18700openalex-snapshot
Monte-Carlo Tree Search: A New Framework for Game AI
inferredcites →https://doi.org/10.18653/v1/d16-1036openalex-snapshot
Multi-view Response Selection for Human-Computer Conversation
inferredcites →https://doi.org/10.18653/v1/d16-1127openalex-snapshot
Deep Reinforcement Learning for Dialogue Generation
inferredcites →https://doi.org/10.18653/v1/d17-1061openalex-snapshot
Task-Oriented Query Reformulation with Reinforcement Learning
inferredcites →https://doi.org/10.18653/v1/p16-1094openalex-snapshot
A Persona-Based Neural Conversation Model
inferredcites →https://doi.org/10.18653/v1/p17-1045openalex-snapshot
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
inferredcites →https://doi.org/10.18653/v1/p17-1046openalex-snapshot
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots
inferredcites →https://doi.org/10.18653/v1/p17-2036openalex-snapshot
How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models
inferredcites →https://doi.org/10.18653/v1/p18-2034openalex-snapshot
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce
inferredcites →https://doi.org/10.18653/v1/p18-5002openalex-snapshot
Neural Approaches to Conversational AI
inferredcites →https://doi.org/10.18653/v1/w18-5705openalex-snapshot
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems
inferredcites →https://doi.org/10.2307/1427934openalex-snapshot
Sample mean based index policies byO(logn) regret for the multi-armed bandit problem
inferredcites →https://doi.org/10.3115/v1/n15-1020openalex-snapshot
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
inferredcites →https://doi.org/10.3115/v1/p15-1152openalex-snapshot
Neural Responding Machine for Short-Text Conversation
inferredcites →https://doi.org/10.4230/dagman.11.1.19openalex-snapshot
Conversational Agents: A Framework for Evaluation (CAFE) (Dagstuhl Perspectives Workshop 24352)
inferredcites →https://doi.org/10.4230/lipics.itp.2023.19openalex-snapshot
Exploiting Generative AI to Scale up Intelligent Tutoring Systems
inferredcites →https://doi.org/10.4230/oasics.dx.2024.16openalex-snapshot
Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)
inferredcites →https://doi.org/10.48550/arxiv.1408.6988openalex-snapshot
An Information Retrieval Approach to Short Text Conversation
inferredcites →https://doi.org/10.48550/arxiv.1409.0473openalex-snapshot
Neural Machine Translation by Jointly Learning to Align and Translate
inferredcites →https://doi.org/10.48550/arxiv.1502.05477openalex-snapshot
Trust Region Policy Optimization
inferredcites →https://doi.org/10.48550/arxiv.1506.05869openalex-snapshot
A Neural Conversational Model
inferredcites →https://doi.org/10.48550/arxiv.1509.02971openalex-snapshot
Continuous control with deep reinforcement learning
inferredcites →https://doi.org/10.48550/arxiv.1712.07229openalex-snapshot
Attentive Memory Networks: Efficient Machine Reading for Conversational Search
inferredcites →https://doi.org/10.48550/arxiv.1801.03604openalex-snapshot
Conversational AI: The Science Behind the Alexa Prize
inferredcites →https://doi.org/10.48550/arxiv.1809.08267openalex-snapshot
Neural Approaches to Conversational AI
inferredcites →https://doi.org/10.48550/arxiv.1810.03274openalex-snapshot
Query Tracking for E-commerce Conversational Search: A Machine Comprehension Perspective
inferredcites →https://doi.org/10.48550/arxiv.1901.01753openalex-snapshot
Paired Open-Ended Trailblazer (POET): Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions
inferredcites →https://doi.org/10.48550/arxiv.1905.05733openalex-snapshot
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering
inferredcites →https://doi.org/10.48550/arxiv.2003.08536openalex-snapshot
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions
inferredcites →https://doi.org/10.48550/arxiv.2003.13624openalex-snapshot
TREC CAsT 2019: The Conversational Assistance Track Overview
inferredcites →https://doi.org/10.5281/zenodo.8124333openalex-snapshot
Generating suggestions for queries in the long tail with an inverted index
inferredcites →https://doi.org/10.7551/mitpress/1120.003.0082openalex-snapshot
Latent Dirichlet Allocation
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Positive und negative Balance in sozialen Netzwerken
inferred← citeshttps://doi.org/10.1007/978-981-97-4084-0_6openalex-snapshot
Positive and Negative Balance in Social Networks
inferred← citeshttps://doi.org/10.1007/s10791-024-09492-zopenalex-snapshot
Improving searcher struggle detection via the reversal theory
inferred← citeshttps://doi.org/10.1109/access.2023.3252369openalex-snapshot
A Probabilistic Model Toward How People Search to Build Outcomes
inferred← citeshttps://doi.org/10.1109/lcsys.2025.3535301openalex-snapshot
Strategy Diffusion and Conformity in Evolutionary Dynamics on General Networks
inferred← citeshttps://doi.org/10.1145/3539597.3572724openalex-snapshot
Proactive Conversational Agents
inferred← citeshttps://doi.org/10.1145/3539618.3594250openalex-snapshot
Proactive Conversational Agents in the Post-ChatGPT World
inferred← citeshttps://doi.org/10.1145/3677376openalex-snapshot
Knowledge-Enhanced Conversational Recommendation via Transformer-Based Sequential Modeling
inferred← citeshttps://doi.org/10.1145/3715097openalex-snapshot
Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities
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