--- title: "Manik Bhandari — author profile and papers" description: "Manik Bhandari, Meta (United Kingdom): 2 papers on Elamur Research (2019–2020), h-index 6 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/manik-bhandari/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/manik-bhandari/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Manik Bhandari # Manik Bhandari 2 papers on this site · 2019–2020 current affiliation [Meta (United Kingdom)](https://md.research.elamur.ai/free/en/companies/meta-united-kingdom/), London, United Kingdom Manik Bhandari has 2 papers on this site, in 2019–2020, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Ashutosh Kumar](https://md.research.elamur.ai/free/en/authors/ashutosh-kumar/), [Atabak Ashfaq](https://md.research.elamur.ai/free/en/authors/atabak-ashfaq/), [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/). [OpenAlex](https://openalex.org/A5074289894) · [ORCID](https://orcid.org/0009-0007-8665-0811) · [**h-index 6**](https://openalex.org/authors/A5074289894) · [9 works](https://openalex.org/works?filter=author.id:A5074289894) · [393 citations](https://openalex.org/works?filter=author.id:A5074289894&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [2 works on this site](https://md.research.elamur.ai/free/en/authors/manik-bhandari/#papers) · [167 citations in our library](https://md.research.elamur.ai/free/en/authors/manik-bhandari/cited-by/) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Manik+Bhandari) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Manik+Bhandari) · [dblp](https://dblp.org/search?q=Manik+Bhandari) · [ACL Anthology](https://aclanthology.org/search/?q=Manik+Bhandari) ## Affiliations - [Meta (United Kingdom)](https://md.research.elamur.ai/free/en/companies/meta-united-kingdom/) · London, United Kingdom —current · 2026 on 1 paper - [Carnegie Mellon University](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · Pittsburgh, United States —2019–2021 on 4 papers - [Indian Institute of Science Bangalore](https://md.research.elamur.ai/free/en/universities/indian-institute-of-science-bangalore/) · Bengaluru, India —2019 on 2 papers From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Topics [Summarization 1](https://md.research.elamur.ai/free/en/topics/summarization/) · [Evaluation & benchmarks 1](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2020** 1 paper](https://md.research.elamur.ai/free/en/papers/bhandari-2020-re-evaluating-evaluation-text-summarization/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/papers/kumar-2019-submodular-optimization-based-diverse-paraphrasing/) ## Papers The most cited first (OpenAlex and our library). 1. **[Re-evaluating Evaluation in Text Summarization](https://md.research.elamur.ai/free/en/papers/bhandari-2020-re-evaluating-evaluation-text-summarization/)** *(2020 · 256 citations)* ROUGE has been the main way to score summarization systems for about two decades. Most evidence on how well automatic metrics track human judgment comes from the TAC benchmarks, which are now old and whose summaries are weaker than current neural outputs. The authors test whether those conclusions still hold for… 2. **[Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation](https://md.research.elamur.ai/free/en/papers/kumar-2019-submodular-optimization-based-diverse-paraphrasing/)** *(2019 · 163 citations)* Paraphrase generators usually produce multiple outputs by taking the top-k beams. These candidates tend to be near-duplicates that differ only in a word or punctuation mark. Kumar et al. present DiPS (Diverse Paraphraser using Submodularity), which changes only the decoding stage of a standard SEQ2SEQ model. At each… ## Co-authors here 6 co-authors with a page, the most papers together first. - [Ashutosh Kumar](https://md.research.elamur.ai/free/en/authors/ashutosh-kumar/) - [Atabak Ashfaq](https://md.research.elamur.ai/free/en/authors/atabak-ashfaq/) - [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/) - [Partha Talukdar](https://md.research.elamur.ai/free/en/authors/partha-talukdar/) - [Pengfei Liu](https://md.research.elamur.ai/free/en/authors/pengfei-liu/) - [Satwik Bhattamishra](https://md.research.elamur.ai/free/en/authors/satwik-bhattamishra/) ## Cited by Papers of our library cite their works 167 times (of the 140 884 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/manik-bhandari/cited-by/).