技能 编程开发 SIGIR论文投稿与定位指南

SIGIR论文投稿与定位指南

v20260724
sigir-topic-selection
本指南旨在帮助研究人员确定其信息检索(IR)工作的核心贡献点。它提供结构化测试,帮助用户判断贡献点是检索本身还是下游系统。内容指导用户如何选择最合适的SIGIR投稿轨道,或将其路由到NLP/ML、RecSys、CHIIR等邻近的学术会议。
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概览

SIGIR Topic Selection

Two decisions, in order: (1) is this an information-retrieval contribution at all, and (2) which SIGIR track owns it. Both are cheaper to get right in October than to learn from reviews in March. SIGIR 2026's verified lineup — Full, Short, Perspectives, Resources, Reproducibility, Low Resource Environments, and Industry tracks — makes the second decision genuinely multi-way.

Test 1: is retrieval the contribution or the plumbing?

The LLM era floods SIGIR with papers where retrieval is present but incidental. The discriminating question: if you swapped the retrieval component for an oracle (or a black box), would the contribution survive?

  • Survives → the contribution is the downstream system (agent, QA, generation quality); route to an NLP/ML venue and cite IR work properly.
  • Dies → the contribution is retrieval: ranking quality, efficiency, evaluation validity, user search behavior, or the retrieval-specific part of RAG (candidate quality, index design, retrieval evaluation). SIGIR-shaped.

Corollary signals of SIGIR fit: the natural headline table has metric@cutoff columns on named collections; the natural reviewers are IR-evaluation people; the natural related work includes SIGIR/TOIS/TREC lineage (see sigir-related-work).

Test 2: the track fork

Your strongest honest sentence starts with... Track 2026 anchor
"We propose/analyze a method and show on N collections..." Full papers ≤9 pp excl. refs, double-blind
"We report one focused finding..." Short papers ≤4 pp excl. refs, own OpenReview group
"We built and share a corpus/toolkit/judgments..." Resources ≤6 pp + refs, single-anonymous
"We reproduced (or failed to reproduce) published results..." Reproducibility Own track in 2026; details 待核实
"We argue the field should..." Perspectives Details 待核实
"We deployed retrieval in production and learned..." Industry (SIRIP lineage) Details 待核实
"Search under compute/connectivity/language constraints..." Low Resource Environments Feb 5 abstract, Apr 2 notify (2026)

Fork rules of thumb:

  • A full paper needs a rounded evidence program; a strong single finding with one collection and one deep analysis is a better short paper than a thin full paper.
  • The dataset built for your method paper is a separate routing decision — the cross-track double-submission ban means the dataset goes to Resources only if it is not the method paper's claimed contribution.
  • Reproducibility is for studies about prior results, not for "our paper has good reproducibility" (that's sigir-reproducibility hygiene).

Neighbor routing when SIGIR isn't the answer

Contribution center of gravity          -> Better first target
---------------------------------------------------------------
Interactive/user-study search behavior  -> CHIIR (then SIGIR full)
Formal/theoretical IR models            -> ICTIR (SIGIR-affiliated)
Recommender systems end-to-end          -> RecSys (SIGIR takes rec too,
                                           esp. retrieval-flavored: NGCF/LightGCN lineage)
Web platform/graph/user data emphasis   -> TheWebConf (WWW) or WSDM
IR + knowledge management/databases     -> CIKM
European timing or repro emphasis       -> ECIR
Language-technology contribution        -> ACL/EMNLP (retrieval as application)
Efficiency/systems below the ranking    -> systems venues; keep an IR-eval slice for SIGIR
Evaluation campaign participation       -> TREC/NTCIR/CLEF tracks (not archival
                                           substitutes: they *feed* SIGIR papers)

TREC deserves the explicit note: it is an evaluation campaign, not a proceedings competitor. Building on (or contributing to) a TREC track is often the strongest possible SIGIR pipeline — campaign participation year 1, analysis paper year 2.

Borderline cases, adjudicated

  • RAG for a downstream task, with a retrieval ablation: if the ablation is the deepest result, extract it into a retrieval-evaluation paper for SIGIR and let the system paper go to NLP — two focused papers beat one blurry one.
  • An LLM that rewrites queries: SIGIR-shaped if evaluated as a retrieval intervention (per-topic deltas on standard collections), NLP-shaped if evaluated on rewrite quality.
  • A new efficiency trick inside an index structure: SIGIR wants the quality-cost frontier; a pure throughput result without ranking-quality context fits systems venues better.
  • A user study of searchers: CHIIR first unless there is a measurable system-side consequence (a re-ranker, an interface signal) evaluated IR-style.
  • An evaluation critique with no fix: Perspectives material, or pair it with a demonstrated protocol improvement and aim for full papers.

Timing and prestige honesty

  • SIGIR's single annual cycle (January-pattern deadline) means a misrouted submission costs a year unless the fallback ring is pre-planned (sigir-workflow). Route by contribution type, not venue rank.
  • Short papers at SIGIR are archival, cited, and respected — routing a focused finding there is a strategy, not a demotion.
  • If the honest evidence today is one collection, no significance testing, and an unfinished ablation, the choice is not "which track" but "which cycle" — a rushed January submission burns the year anyway.

One more timing lever: the staggered secondary-track calendar (Resources and LRE ran weeks behind full papers in 2026) sometimes lets a January full-paper miss become a same-year February resource or reproducibility submission — but only if the contribution genuinely re-frames, not as a costume change reviewers see through.

Scope vocabulary check

SIGIR's own topic language (2026 full-papers page): search and ranking, queries and query analysis, web search, retrieval models and ranking, efficiency and scalability (indexing, crawling, compression), recommender systems — plus the community's standing breadth: evaluation, conversational search, and retrieval-augmented systems. If the abstract cannot be written naturally in this vocabulary, revisit Test 1.

Output format

[IR-contribution test] survives-oracle-swap: yes (route out) / no (SIGIR-shaped)
[Track] full / short / resources / reproducibility / perspectives / industry / LRE
[Fork rationale] <one sentence: why this track owns the strongest honest claim>
[Cross-track conflicts] dataset/method ownership resolved y/n
[Fallback ring] <next venue if rejected, with deadline>
[Cycle honesty] submit this cycle / build one more quarter
信息
Category 编程开发
Name sigir-topic-selection
版本 v20260724
大小 6.88KB
更新时间 2026-07-29
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