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ORCIDJames Allan
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- affiliation: University of Massachusetts Amherst, USA
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2020 – today
- 2024
[c210]James Allan, Edrisi Munoz, Sergio Acero González, Hassan Bazazzadeh, Federica Bellizio, Hanmin Cai, Reto Fricker, Philipp Heer, Mina Montazeri, Sascha Stoller, Georgios Mavromatidis:
A Hierarchical Knowledge Framework for Digital Twins of Buildings and Their Energy Systems (Position Paper). CAiSE Workshops 2024: 53-58- [c209]Emanuele Laurenzi
, James Allan, Nathalie Campos, Sascha Stoller:
An Ontology-Based Meta-modelling Approach for Semantic-Driven Building Management Systems. CAiSE Workshops 2024: 200-211 - [c208]Zhiqi Huang, Puxuan Yu, Shauli Ravfogel, James Allan:
Language Concept Erasure for Language-invariant Dense Retrieval. EMNLP 2024: 13261-13273 - [c207]Youngwoo Kim, Razieh Rahimi, James Allan:
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation. EMNLP 2024: 19530-19547 - [c206]Nazanin Jafari, James Allan, Sheikh Muhammad Sarwar:
Target Span Detection for Implicit Harmful Content. ICTIR 2024: 117-122 - [i26]Nazanin Jafari, James Allan:
Target Span Detection for Implicit Harmful Content. CoRR abs/2403.19836 (2024) - [i25]Tanya Chowdhury, Yair Zick, James Allan:
RankSHAP: a Gold Standard Feature Attribution Method for the Ranking Task. CoRR abs/2405.01848 (2024) - [i24]Nazanin Jafari, James Allan:
Robust Claim Verification Through Fact Detection. CoRR abs/2407.18367 (2024) - [i23]Youngwoo Kim, Razieh Rahimi, James Allan:
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation. CoRR abs/2410.03584 (2024) - [i22]Tanya Chowdhury, James Allan:
Probing Ranking LLMs: Mechanistic Interpretability in Information Retrieval. CoRR abs/2410.18527 (2024) - 2023
- [c205]Puxuan Yu, Razieh Rahimi, Zhiqi Huang, James Allan:
Search Result Diversification Using Query Aspects as Bottlenecks. CIKM 2023: 3040-3051 - [c204]Dong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren:
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction. EACL 2023: 3003-3017 - [c203]Youngwoo Kim, Razieh Rahimi, James Allan:
Conditional Natural Language Inference. EMNLP (Findings) 2023: 6833-6851 - [c202]Tanya Chowdhury, Razieh Rahimi, James Allan:
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank. ICTIR 2023: 33-37 - [c201]Zhiqi Huang, Shahrzad Naseri, Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan:
Hierarchical Transformer-based Query by Multiple Documents. ICTIR 2023: 105-115 - [c200]James Allan, JongGwan An, Reto Fricker, Sascha Stoller, Philipp Heer:
An open endpoint and framework for the development of linked data for building energy systems. LDAC 2023: 240 - [c199]Zhiqi Huang, Hansi Zeng, Hamed Zamani, James Allan:
Soft Prompt Decoding for Multilingual Dense Retrieval. SIGIR 2023: 1208-1218 - [c198]Negin Ghasemi, Mohammad Aliannejadi, Hamed R. Bonab, Evangelos Kanoulas, Arjen P. de Vries, James Allan, Djoerd Hiemstra:
Cross-Market Product-Related Question Answering. SIGIR 2023: 1293-1302 - [c197]Zhiqi Huang, Puxuan Yu, James Allan:
UMass at TREC 2023 NeuCLIR Track. TREC 2023 - [c196]Zhiqi Huang, Puxuan Yu, James Allan:
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation. WSDM 2023: 1048-1056 - [i21]Zhiqi Huang, Puxuan Yu, James Allan:
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation. CoRR abs/2301.12566 (2023) - [i20]Zhiqi Huang, Puxuan Yu, James Allan:
Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval. CoRR abs/2302.13400 (2023) - [i19]Ali Montazeralghaem, James Allan:
Evaluating the Robustness of Conversational Recommender Systems by Adversarial Examples. CoRR abs/2303.05575 (2023) - [i18]Zhiqi Huang, Hansi Zeng, Hamed Zamani, James Allan:
Soft Prompt Decoding for Multilingual Dense Retrieval. CoRR abs/2305.09025 (2023) - [i17]Abhishek Madaan, Tanya Chowdhury, Neha Rana, James Allan, Tanmoy Chakraborty:
Uncertainty in Additive Feature Attribution methods. CoRR abs/2311.17446 (2023) - 2022
- [j35]Shahrzad Naseri, Jeffrey Dalton, Andrew Yates, James Allan:
CEQE to SQET: A study of contextualized embeddings for query expansion. Inf. Retr. J. 25(2): 184-208 (2022) - [j34]Edward Kai Fung Dang, Robert Wing Pong Luk, James Allan:
A retrieval model family based on the probability ranking principle for ad hoc retrieval. J. Assoc. Inf. Sci. Technol. 73(8): 1140-1154 (2022) - [j33]Kristina Orehounig, Leonie Fierz, James Allan, Sven Eggimann, Natasa Vulic, Aaron Bojarski:
CESAR-P: A dynamic urban building energy simulation tool. J. Open Source Softw. 7(78): 4261 (2022) - [j32]Edward Kai Fung Dang, Robert Wing Pong Luk, James Allan:
A Comparison between Term-Independence Retrieval Models for Ad Hoc Retrieval. ACM Trans. Inf. Syst. 40(3): 62:1-62:37 (2022) - [c195]Tanya Chowdhury, Razieh Rahimi, James Allan:
Equi-explanation Maps: Concise and Informative Global Summary Explanations. FAccT 2022: 464-472 - [c194]Ali Montazeralghaem, James Allan:
Extracting Relevant Information from User's Utterances in Conversational Search and Recommendation. KDD 2022: 1275-1283 - [c193]Puxuan Yu, Razieh Rahimi, James Allan:
Towards Explainable Search Results: A Listwise Explanation Generator. SIGIR 2022: 669-680 - [c192]Youngwoo Kim, Razieh Rahimi, James Allan:
Alignment Rationale for Query-Document Relevance. SIGIR 2022: 2489-2494 - [c191]Ali Montazeralghaem, James Allan:
Learning Relevant Questions for Conversational Product Search using Deep Reinforcement Learning. WSDM 2022: 746-754 - [i16]Tanya Chowdhury, Razieh Rahimi, James Allan:
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank. CoRR abs/2212.12722 (2022) - 2021
- [j31]Edward Kai Fung Dang, Robert Wing Pong Luk, James Allan:
A Principled Approach Using Fuzzy Set Theory for Passage-Based Document Retrieval. IEEE Trans. Fuzzy Syst. 29(7): 1967-1977 (2021) - [c190]Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan:
Cross-Market Product Recommendation. CIKM 2021: 110-119 - [c189]Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan:
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval. CIKM 2021: 760-770 - [c188]Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan:
Query-driven Segment Selection for Ranking Long Documents. CIKM 2021: 3147-3151 - [c187]Shahrzad Naseri, Jeff Dalton, Andrew Yates, James Allan:
CEQE: Contextualized Embeddings for Query Expansion. ECIR (1) 2021: 467-482 - [c186]Lakshmi Vikraman, Ali Montazeralghaem, Helia Hashemi, W. Bruce Croft, James Allan:
Passage Similarity and Diversification in Non-factoid Question Answering. ICTIR 2021: 271-280 - [c185]Masaharu Yoshioka, Norihiko Tatsunami, Masahiko Itoh, Noriko Kando, James Allan:
Interactive Visualization of the Polarity-based Stance of News Websites using News Genres (short paper). INRA@RecSys 2021: 62-69 - [c184]Ali Montazeralghaem, James Allan, Philip S. Thomas:
Large-scale Interactive Conversational Recommendation System using Actor-Critic Framework. RecSys 2021: 220-229 - [c183]Mohammad Aliannejadi, Hamed R. Bonab, Ali Vardasbi, Evangelos Kanoulas, James Allan, Vanessa Murdock:
XMRec: Workshop on Cross-Market Recommendation. RecSys 2021: 817-818 - [c182]Sheikh Muhammad Sarwar, Felipe Moraes, Jiepu Jiang, James Allan:
Utility of Missing Concepts in Query-biased Summarization. SIGIR 2021: 2056-2060 - [c181]Zhiqi Huang, Razieh Rahimi, Puxuan Yu, Jingbo Shang, James Allan:
AutoName: A Corpus-Based Set Naming Framework. SIGIR 2021: 2101-2105 - [i15]Shahrzad Naseri, Jeffrey Dalton, Andrew Yates, James Allan:
CEQE: Contextualized Embeddings for Query Expansion. CoRR abs/2103.05256 (2021) - [i14]Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan:
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval. CoRR abs/2109.02789 (2021) - [i13]Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan:
Query-driven Segment Selection for Ranking Long Documents. CoRR abs/2109.04611 (2021) - [i12]Dong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Mahak Agarwal, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren:
AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction. CoRR abs/2109.04726 (2021) - [i11]Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan:
Cross-Market Product Recommendation. CoRR abs/2109.05929 (2021) - [i10]Razieh Rahimi, Youngwoo Kim, Hamed Zamani, James Allan:
Explaining Documents' Relevance to Search Queries. CoRR abs/2111.01314 (2021) - 2020
- [j30]Edward Kai Fung Dang, Robert Wing Pong Luk, James Allan:
Context-Dependent Feature Values in Text Categorization. Int. J. Softw. Eng. Knowl. Eng. 30(9): 1199-1219 (2020) - [j29]Youngwoo Kim, Myungha Jang, James Allan:
Explaining Text Matching on Neural Natural Language Inference. ACM Trans. Inf. Syst. 38(4): 39:1-39:23 (2020) - [c180]Ali Montazeralghaem, Razieh Rahimi, James Allan:
Relevance Ranking Based on Query-Aware Context Analysis. ECIR (1) 2020: 446-460 - [c179]Puxuan Yu, Razieh Rahimi, Zhiqi Huang, James Allan:
Learning to Rank Entities for Set Expansion from Unstructured Data. ICTIR 2020: 21-28 - [c178]Sheikh Muhammad Sarwar, Raghavendra Addanki, Ali Montazeralghaem, Soumyabrata Pal, James Allan:
Search Result Diversification with Guarantee of Topic Proportionality. ICTIR 2020: 53-60 - [c177]Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan:
Training Effective Neural CLIR by Bridging the Translation Gap. SIGIR 2020: 9-18 - [c176]Ali Montazeralghaem, Hamed Zamani, James Allan:
A Reinforcement Learning Framework for Relevance Feedback. SIGIR 2020: 59-68 - [c175]Sheikh Muhammad Sarwar, James Allan:
Query by Example for Cross-Lingual Event Retrieval. SIGIR 2020: 1601-1604 - [c174]Puxuan Yu, James Allan:
A Study of Neural Matching Models for Cross-lingual IR. SIGIR 2020: 1637-1640 - [i9]Puxuan Yu, James Allan:
A Study of Neural Matching Models for Cross-lingual IR. CoRR abs/2005.12994 (2020)
2010 – 2019
- 2019
- [c173]Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan:
A Multi-Task Architecture on Relevance-based Neural Query Translation. ACL (1) 2019: 6339-6344 - [c172]Jeffrey Dalton, Shahrzad Naseri, Laura Dietz, James Allan:
Local and Global Query Expansion for Hierarchical Complex Topics. ECIR (1) 2019: 290-303 - [c171]Youngwoo Kim, James Allan:
Unsupervised Explainable Controversy Detection from Online News. ECIR (1) 2019: 836-843 - [c170]Hamed R. Bonab, Mohammad Aliannejadi, John Foley, James Allan:
Incorporating Hierarchical Domain Information to Disambiguate Very Short Queries. ICTIR 2019: 51-54 - [c169]Razieh Rahimi, Ali Montazeralghaem, James Allan:
Listwise Neural Ranking Models. ICTIR 2019: 101-104 - [c168]Hamed R. Bonab, James Allan, Ramesh K. Sitaraman:
Simulating CLIR Translation Resource Scarcity using High-resource Languages. ICTIR 2019: 129-136 - [c167]Ali Montazeralghaem, Razieh Rahimi, James Allan:
Term Discrimination Value for Cross-Language Information Retrieval. ICTIR 2019: 137-140 - [c166]Sheikh Muhammad Sarwar, John Foley, Liu Yang, James Allan:
Sentence Retrieval for Entity List Extraction with a Seed, Context, and Topic. ICTIR 2019: 209-212 - [c165]Sheikh Muhammad Sarwar, James Allan:
SearchIE: A Retrieval Approach for Information Extraction. ICTIR 2019: 249-252 - [c164]Puxuan Yu, Zhiqi Huang, Razieh Rahimi, James Allan:
Corpus-based Set Expansion with Lexical Features and Distributed Representations. SIGIR 2019: 1153-1156 - [e7]Yi Fang, Yi Zhang, James Allan, Krisztian Balog, Ben Carterette, Jiafeng Guo:
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019. ACM 2019, ISBN 978-1-4503-6881-0 [contents] - [i8]Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan:
A Multi-Task Architecture on Relevance-based Neural Query Translation. CoRR abs/1906.06849 (2019) - [i7]Shahrzad Naseri, Sheikh Muhammad Sarwar, James Allan:
Semantic Driven Fielded Entity Retrieval. CoRR abs/1907.01457 (2019) - 2018
- [c163]Sheikh Muhammad Sarwar, John Foley, James Allan:
Term Relevance Feedback for Contextual Named Entity Retrieval. CHIIR 2018: 301-304 - [c162]Shahrzad Naseri, John Foley, James Allan, Brendan T. O'Connor:
Exploring Summary-Expanded Entity Embeddings for Entity Retrieval. CIKM Workshops 2018 - [c161]Masaharu Yoshioka, Myungha Jang, James Allan, Noriko Kando:
Visualizing Polarity-based Stances of News Websites. NewsIR@ECIR 2018: 6-8 - [c160]Daniel Cohen, John Foley, Hamed Zamani, James Allan, W. Bruce Croft:
Universal Approximation Functions for Fast Learning to Rank: Replacing Expensive Regression Forests with Simple Feed-Forward Networks. SIGIR 2018: 1017-1020 - [c159]Hamed R. Bonab, Hamed Zamani, Erik G. Learned-Miller, James Allan:
Citation Worthiness of Sentences in Scientific Reports. SIGIR 2018: 1061-1064 - [c158]Myungha Jang, James Allan:
Explaining Controversy on Social Media via Stance Summarization. SIGIR 2018: 1221-1224 - [c157]Shahrzad Naseri, John Foley, James Allan:
UMass at TREC 2018: CAR, Common Core and News Tracks. TREC 2018 - [e6]Alfredo Cuzzocrea, James Allan, Norman W. Paton, Divesh Srivastava, Rakesh Agrawal, Andrei Z. Broder, Mohammed J. Zaki, K. Selçuk Candan, Alexandros Labrinidis, Assaf Schuster, Haixun Wang:
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018. ACM 2018, ISBN 978-1-4503-6014-2 [contents] - [i6]Sheikh Muhammad Sarwar, John Foley, James Allan:
Term Relevance Feedback for Contextual Named Entity Retrieval. CoRR abs/1801.02687 (2018) - [i5]John Foley, Sheikh Muhammad Sarwar, James Allan:
Named Entity Recognition with Extremely Limited Data. CoRR abs/1806.04411 (2018) - [i4]Myungha Jang, James Allan:
Explaining Controversy on Social Media via Stance Summarization. CoRR abs/1806.07942 (2018) - 2017
- [j28]James Allan, Nicholas J. Belkin, Paul N. Bennett, Jamie Callan, Charles L. A. Clarke, Fernando Diaz, Susan T. Dumais, Nicola Ferro, Donna Harman, Djoerd Hiemstra, Ian Ruthven, Tetsuya Sakai, Mark D. Smucker, Justin Zobel:
Overview of Special Issue. SIGIR Forum 51(2): 1-25 (2017) - [j27]James Allan, Ron Papka, Victor Lavrenko:
On-Line New Event Detection and Tracking. SIGIR Forum 51(2): 185-193 (2017) - [c156]Myungha Jang, Jinho D. Choi, James Allan:
Improving Document Clustering by Removing Unnatural Language. NUT@EMNLP 2017: 122-130 - [c155]Jiepu Jiang, Daqing He, Diane Kelly, James Allan:
Understanding Ephemeral State of Relevance. CHIIR 2017: 137-146 - [c154]Jiepu Jiang, James Allan:
Similarity-based Distant Supervision for Definition Retrieval. CIKM 2017: 527-536 - [c153]Jiepu Jiang, James Allan:
Adaptive Persistence for Search Effectiveness Measures. CIKM 2017: 747-756 - [c152]Myungha Jang, Shiri Dori-Hacohen, James Allan:
Modeling Controversy within Populations. ICTIR 2017: 141-149 - [c151]Jiepu Jiang, Daqing He, James Allan:
Comparing In Situ and Multidimensional Relevance Judgments. SIGIR 2017: 405-414 - [c150]Qingyao Ai, Hamed Zamani, Stephen M. Harding, Shahrzad Naseri, James Allan, W. Bruce Croft:
UMass at TREC 2017 Common Core Track. TREC 2017 - [c149]James Allan, Donna Harman, Evangelos Kanoulas, Dan Li, Christophe Van Gysel, Ellen M. Voorhees:
TREC 2017 Common Core Track Overview. TREC 2017 - [i3]Myungha Jang, Jinho D. Choi, James Allan:
Improving Document Clustering by Eliminating Unnatural Language. CoRR abs/1703.05706 (2017) - [i2]Shiri Dori-Hacohen, Myungha Jang, James Allan:
Is Climate Change Controversial? Modeling Controversy as Contention Within Populations. CoRR abs/1703.10111 (2017) - 2016
- [j26]Edward Kai Fung Dang, Robert W. P. Luk, James Allan:
A context-dependent relevance model. J. Assoc. Inf. Sci. Technol. 67(3): 582-593 (2016) - [c148]Jiepu Jiang, James Allan:
Correlation Between System and User Metrics in a Session. CHIIR 2016: 285-288 - [c147]Weize Kong, James Allan:
Precision-Oriented Query Facet Extraction. CIKM 2016: 1433-1442 - [c146]John Foley, Brendan O'Connor, James Allan:
Improving Entity Ranking for Keyword Queries. CIKM 2016: 2061-2064 - [c145]Myungha Jang, John Foley, Shiri Dori-Hacohen, James Allan:
Probabilistic Approaches to Controversy Detection. CIKM 2016: 2069-2072 - [c144]Jiepu Jiang, James Allan:
Adaptive Effort for Search Evaluation Metrics. ECIR 2016: 187-199 - [c143]John Foley, James Allan:
Retrieving Hierarchical Syllabus Items for Exam Question Analysis. ECIR 2016: 575-586 - [c142]Nada Naji, James Allan:
On Cross-Script Information Retrieval. ECIR 2016: 796-802 - [c141]Shiri Dori-Hacohen, David D. Jensen, James Allan:
Controversy Detection in Wikipedia Using Collective Classification. SIGIR 2016: 797-800 - [c140]Myungha Jang, James Allan:
Improving Automated Controversy Detection on the Web. SIGIR 2016: 865-868 - [c139]Jiepu Jiang, James Allan:
Reducing Click and Skip Errors in Search Result Ranking. WSDM 2016: 183-192 - 2015
- [j25]Edward Kai Fung Dang, Robert Wing Pong Luk, James Allan:
Fast-Forward Index Methods for Pseudo-Relevance Feedback Retrieval. ACM Trans. Inf. Syst. 33(4): 19:1-19:33 (2015) - [c138]Shiri Dori-Hacohen, James Allan:
Automated Controversy Detection on the Web. ECIR 2015: 423-434 - [c137]Shiri Dori-Hacohen, Elad Yom-Tov, James Allan:
Navigating Controversy as a Complex Search Task. SCST@ECIR 2015 - [c136]John Foley, James Allan:
Retrieving Time from Scanned Books. ECIR 2015: 221-232 - [c135]David Wemhoener, James Allan:
Balancing Aspects in Retrieved Search Results. ICTIR 2015: 305-308 - [c134]Weize Kong, Rui Li, Jie Luo, Aston Zhang, Yi Chang, James Allan:
Predicting Search Intent Based on Pre-Search Context. SIGIR 2015: 503-512 - [e5]James Allan, W. Bruce Croft, Arjen P. de Vries, Chengxiang Zhai:
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, September 27-30, 2015. ACM 2015, ISBN 978-1-4503-3833-2 [contents] - 2014
- [j24]Edward K. F. Dang, Robert W. P. Luk, James Allan:
Beyond bag-of-words: Bigram-enhanced context-dependent term weights. J. Assoc. Inf. Sci. Technol. 65(6): 1134-1148 (2014) - [c133]Weize Kong, James Allan:
Extending Faceted Search to the General Web. CIKM 2014: 839-848 - [c132]Jeffrey Dalton, Laura Dietz, James Allan:
Entity query feature expansion using knowledge base links. SIGIR 2014: 365-374 - [c131]