Pith. sign in
Pith Number

pith:WP6NKTGY

pith:2021:WP6NKTGYGVNOOTRP2GKPCXO4FF
not attested not anchored not stored refs pending

CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning

David Reitter, Gaurav Singh Tomar, Hannah Rashkin, Hannaneh Hajishirzi, Mari Ostendorf, Yi Luan, Zeqiu Wu

arxiv:2112.08558 v3 · 2021-12-16 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WP6NKTGYGVNOOTRP2GKPCXO4FF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T05:11:18.397655Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b3fcd54cd8355ae74e2fd194f15ddc296aebbe07092a017a60b0fc25b5595683

Aliases

arxiv: 2112.08558 · arxiv_version: 2112.08558v3 · doi: 10.48550/arxiv.2112.08558 · pith_short_12: WP6NKTGYGVNO · pith_short_16: WP6NKTGYGVNOOTRP · pith_short_8: WP6NKTGY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WP6NKTGYGVNOOTRP2GKPCXO4FF \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b3fcd54cd8355ae74e2fd194f15ddc296aebbe07092a017a60b0fc25b5595683
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e17242cb814668a08e50ab34475840ddc1deb30d654f81643c02da207cafa848",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-12-16T01:40:30Z",
    "title_canon_sha256": "bd25f847578869593e6e992396a5ee6520c63ce11aae0a83d96d3f59d76962cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.08558",
    "kind": "arxiv",
    "version": 3
  }
}